{ "version": "2", "schema": "agents/SCHEMA.md", "counts": { "total": 186, "by_category": { "academic": 5, "design": 8, "engineering": 46, "finance": 6, "game-development": 20, "marketing": 30, "orchestration": 2, "paid-media": 7, "product": 5, "project-management": 7, "review": 6, "sales": 8, "spatial-computing": 6, "specialized": 17, "support": 5, "testing": 8 }, "by_protocol": { "persona": 179, "strict": 7 }, "by_domain": { "academic": 5, "all": 133, "blockchain": 2, "china-market": 17, "education": 1, "french-market": 1, "gamedev": 20, "gov-tech": 1, "healthcare": 1, "korean-market": 1, "xr": 6 }, "with_disambiguation": 115, "with_version": 186, "with_updated_at": 186, "deprecated": 0 }, "agents": [ { "slug": "academic-anthropologist", "name": "Anthropologist", "description": "Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent societies that feel lived-in rather than invented", "category": "academic", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "academic", "anthropology" ], "domains": [ "academic" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/academic/academic-anthropologist.md" }, { "slug": "academic-geographer", "name": "Geographer", "description": "Expert in physical and human geography, climate systems, cartography, and spatial analysis — builds geographically coherent worlds where terrain, climate, resources, and settlement patterns make scientific sense", "category": "academic", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "academic", "architecture", "geography" ], "domains": [ "academic" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/academic/academic-geographer.md" }, { "slug": "academic-historian", "name": "Historian", "description": "Expert in historical analysis, periodization, material culture, and historiography — validates historical coherence and enriches settings with authentic period detail grounded in primary and secondary sources", "category": "academic", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "academic", "historical-analysis" ], "domains": [ "academic" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/academic/academic-historian.md" }, { "slug": "academic-narratologist", "name": "Narratologist", "description": "Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frameworks from Propp to Campbell to modern narratology", "category": "academic", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "academic", "narratology" ], "domains": [ "academic" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/academic/academic-narratologist.md" }, { "slug": "academic-psychologist", "name": "Psychologist", "description": "Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical and research frameworks", "category": "academic", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "academic", "psychology" ], "domains": [ "academic" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/academic/academic-psychologist.md" }, { "slug": "design-brand-guardian", "name": "Brand Guardian", "description": "Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "architecture", "brand-design", "design", "implementation", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-brand-guardian.md" }, { "slug": "design-image-prompt-engineer", "name": "Image Prompt Engineer", "description": "Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "ai", "design", "llm", "prompt-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-image-prompt-engineer.md" }, { "slug": "design-inclusive-visuals-specialist", "name": "Inclusive Visuals Specialist", "description": "Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical images and video.", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "architecture", "design", "prompt-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-inclusive-visuals-specialist.md" }, { "slug": "design-ui-designer", "name": "UI Designer", "description": "Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation. Creates beautiful, consistent, accessible user interfaces that enhance UX and reflect brand identity", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "architecture", "brand-design", "design", "implementation", "mobile", "qa", "scaling", "ui-design", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-ui-designer.md" }, { "slug": "design-ux-architect", "name": "UX Architect", "description": "Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implementation guidance", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "ai", "architecture", "design", "implementation", "javascript", "mobile", "strategy", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [ "design-ui-designer", "design-ux-researcher", "design-whimsy-injector" ], "disambiguation": "System UX architecture: IA, flows, cross-screen coherence. For visual/component design use `design-ui-designer`; for research use `design-ux-researcher`; for micro-interactions use `design-whimsy-injector`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-ux-architect.md" }, { "slug": "design-ux-researcher", "name": "UX Researcher", "description": "Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights. Provides actionable research findings that improve product usability and user satisfaction", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "data-science", "design", "experiment-tracking", "feedback-analysis", "next", "observability", "ux-design", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-ux-researcher.md" }, { "slug": "design-visual-storyteller", "name": "Visual Storyteller", "description": "Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design. Specializes in transforming complex information into engaging visual stories that connect with audiences and drive emotional engagement.", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "ai", "content-creation", "design", "strategy", "ux-design", "visual-storytelling" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-visual-storyteller.md" }, { "slug": "design-whimsy-injector", "name": "Whimsy Injector", "description": "Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences. Creates memorable, joyful interactions that differentiate brands through unexpected moments of whimsy", "category": "design", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "architecture", "community-building", "design", "implementation", "ux-design", "whimsy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/design/design-whimsy-injector.md" }, { "slug": "automation-governance-architect", "name": "Automation Governance Architect", "description": "Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "automation-governance", "implementation", "reliability", "scaling" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/automation-governance-architect.md" }, { "slug": "blockchain-security-auditor", "name": "Blockchain Security Auditor", "description": "Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, and comprehensive audit report writing for DeFi protocols and blockchain applications.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "authz", "blockchain", "defi", "nft", "secrets", "security", "smart-contract-audit", "smart-contracts", "threat-modeling" ], "domains": [ "blockchain" ], "distinguishes_from": [ "engineering-security-engineer", "engineering-solidity-smart-contract-engineer", "security-reviewer" ], "disambiguation": "Smart-contract-specific audit — exploits, gas abuse, known attack classes on EVM/DeFi. For general application security use engineering-security-engineer; for contract authoring use engineering-solidity-smart-contract-engineer.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/blockchain-security-auditor.md" }, { "slug": "engineering-ai-data-remediation-engineer", "name": "AI Data Remediation Engineer", "description": "Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "api", "audit", "data-engineering", "llm", "privacy", "prompt-design", "python", "serverless" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-ai-data-remediation-engineer.md" }, { "slug": "engineering-ai-engineer", "name": "AI Engineer", "description": "Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems. Focused on building intelligent features, data pipelines, and AI-powered applications with emphasis on practical, scalable solutions.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "api", "data-engineering", "experiment-tracking", "gcp", "llm", "ml", "observability", "performance", "prompt-design" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-rag-pipeline-architect" ], "disambiguation": "ML/LLM integration into product code. For retrieval pipelines use `engineering-rag-pipeline-architect`; for CI eval gates use `engineering-llm-evaluation-harness`; for cost governance use `engineering-inference-economics-optimizer`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-ai-engineer.md" }, { "slug": "engineering-analytical-olap-engineer", "name": "Analytical / OLAP Engineer", "description": "Builds analytical data layers on columnar stores (DuckDB, ClickHouse, BigQuery, Snowflake) and vector stores (pgvector). Owns query shape, partition strategy, materializations, cost-per-query, and the boundary between OLTP and OLAP that stops product databases from being ground into dust.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "analytical-db", "architecture", "backend", "data-engineering", "performance", "postgres", "reporting", "strategy", "vector-db" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-data-engineer", "engineering-database-optimizer", "engineering-rag-pipeline-architect" ], "disambiguation": "Columnar / OLAP engines (DuckDB, ClickHouse, BigQuery) + pgvector. For OLTP tuning use `engineering-database-optimizer`; for ETL use `engineering-data-engineer`; for LLM retrieval use `engineering-rag-pipeline-architect`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-analytical-olap-engineer.md" }, { "slug": "engineering-autonomous-optimization-architect", "name": "Autonomous Optimization Architect", "description": "Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "api", "experiment-tracking", "infra-maintenance", "performance", "performance-testing", "security" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-autonomous-optimization-architect.md" }, { "slug": "engineering-backend-architect", "name": "Backend Architect", "description": "Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure. Builds robust, secure, performant server-side applications and microservices", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "architecture", "audit", "authz", "backend", "data-engineering", "database-design", "event-driven", "infra", "microservices" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-database-optimizer", "engineering-laravel-livewire-specialist", "engineering-software-architect" ], "disambiguation": "Backend-specific architecture — API design, DB architecture, service decomposition, scalability. For cross-system/domain-model design use engineering-software-architect; for query-level tuning, engineering-database-optimizer.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-backend-architect.md" }, { "slug": "engineering-cloud-finops", "name": "Cloud FinOps Engineer", "description": "Real cloud-cost governance for AWS / GCP / Azure. Tags spend to features, identifies waste (idle resources, oversized instances, unused reserved capacity), models commitments (RIs / Savings Plans / CUDs), and publishes per-feature unit economics. Complements the LLM-side inference-economics-optimizer.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "audit", "aws", "azure", "finops", "gcp", "infra", "observability", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-devops-automator", "engineering-inference-economics-optimizer", "engineering-sre" ], "disambiguation": "Cloud FinOps (AWS/GCP/Azure): tagging, waste, commitments, unit economics. For LLM-token FinOps use `engineering-inference-economics-optimizer`; for deploys use `engineering-devops-automator`; for SLOs use `engineering-sre`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/engineering/engineering-cloud-finops.md" }, { "slug": "engineering-cms-developer", "name": "CMS Developer", "description": "Drupal and WordPress specialist for theme development, custom plugins/modules, content architecture, and code-first CMS implementation", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "accessibility-testing", "api", "architecture", "cms", "drupal", "implementation", "node", "php", "wordpress" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-cms-developer.md" }, { "slug": "engineering-code-reviewer", "name": "Code Reviewer", "description": "Expert code reviewer who provides constructive, actionable feedback focused on correctness, maintainability, security, and performance — not style preferences.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "performance", "qa", "security" ], "domains": [ "all" ], "distinguishes_from": [ "code-quality-auditor", "engineering-laravel-livewire-specialist", "security-reviewer" ], "disambiguation": "Constructive mentoring-style peer code review. For the strict post-write correctness gate use code-quality-auditor; for an explicit security audit use security-reviewer.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-code-reviewer.md" }, { "slug": "engineering-cross-repo-refactor-specialist", "name": "Cross-Repo Refactor Specialist", "description": "Coordinates safe, mechanical refactors across multiple repositories / services / packages — API renames, shared-library upgrades, breaking-schema transitions. Owns the expand-migrate-contract pattern, per-repo PR orchestration, and the \"who's blocked on whom\" map.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "architecture", "backend", "implementation", "refactoring", "reporting", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-code-reviewer", "engineering-graphql-grpc-architect", "engineering-migration-engineer" ], "disambiguation": "Multi-repo refactors: rename, expand-migrate-contract, rollout. For framework migration use `engineering-migration-engineer`; for diff review use `engineering-code-reviewer`; for API evolution use `engineering-graphql-grpc-architect`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/engineering/engineering-cross-repo-refactor-specialist.md" }, { "slug": "engineering-cve-triage-analyst", "name": "CVE Triage Analyst", "description": "Reviews dependency CVEs, SBOM outputs, and license compliance. Owns the policy for \"which CVE do we patch now, which can wait\". Separates real exploitability from vulnerability-in-path noise, tracks the window-to-patch SLO, and keeps the SBOM + license report shippable.", "category": "engineering", "protocol": "persona", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "audit", "compliance-audit", "security", "strategy", "supply-chain", "threat-modeling" ], "domains": [ "all" ], "distinguishes_from": [ "compliance-auditor", "engineering-security-engineer", "security-reviewer" ], "disambiguation": "Dependency CVE triage + SBOM + license compliance. For code-level security review use `security-reviewer`; for product-security architecture use `engineering-security-engineer`; for regulatory compliance sign-off use `compliance-auditor`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/engineering/engineering-cve-triage-analyst.md" }, { "slug": "engineering-data-engineer", "name": "Data Engineer", "description": "Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure. Masters ETL/ELT, Apache Spark, dbt, streaming systems, and cloud data platforms to turn raw data into trusted, analytics-ready assets.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "analytics-reporting", "architecture", "azure", "bootstrap", "data-engineering", "infra", "kafka", "observability", "python", "reliability" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-data-engineer.md" }, { "slug": "engineering-database-optimizer", "name": "Database Optimizer", "description": "Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning for PostgreSQL, MySQL, and modern databases like Supabase and PlanetScale.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "database-design", "mysql", "performance", "postgres", "query-optimization" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "sre-observability" ], "disambiguation": "Query-level optimization, indexing strategy, slow-query debugging. For live-prod perf review use sre-observability; for higher-level schema design use engineering-backend-architect.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-database-optimizer.md" }, { "slug": "engineering-debug-specialist", "name": "Debug Specialist", "description": "Live production-issue investigation. Reads logs, traces, and profiler output to locate the root cause of performance regressions, memory leaks, deadlocks, and \"it works on my machine\". Pairs well with incident-response-commander on live outages; owns the post-mortem's \"why did this actually happen\" section.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "backend", "implementation", "incident-response", "observability", "performance", "regression" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-incident-response-commander", "engineering-opentelemetry-lead", "engineering-sre" ], "disambiguation": "Live bug/regression investigation: logs, traces, profiler, heap dumps, repro, root cause. For live incident command use `engineering-incident-response-commander`; for SLO use `engineering-sre`; for OTel use `engineering-opentelemetry-lead`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/engineering/engineering-debug-specialist.md" }, { "slug": "engineering-devops-automator", "name": "DevOps Automator", "description": "Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "analytics-reporting", "authz", "devops", "e2e-testing", "finance-tracking", "infra", "infra-maintenance", "ml", "reporting", "web" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-devops-automator.md" }, { "slug": "engineering-email-intelligence-engineer", "name": "Email Intelligence Engineer", "description": "Expert in extracting structured, reasoning-ready data from raw email threads for AI agents and automation systems", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "api", "audit", "data-engineering", "finance-tracking", "node", "privacy", "python", "regression", "scaling" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-email-intelligence-engineer.md" }, { "slug": "engineering-embedded-firmware-engineer", "name": "Embedded Firmware Engineer", "description": "Specialist in bare-metal and RTOS firmware - ESP32/ESP-IDF, PlatformIO, Arduino, ARM Cortex-M, STM32 HAL/LL, Nordic nRF5/nRF Connect SDK, FreeRTOS, Zephyr", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "embedded" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-embedded-firmware-engineer.md" }, { "slug": "engineering-event-driven-architect", "name": "Event-Driven Systems Architect", "description": "Designs event-driven architectures that survive real failure modes — outbox pattern, idempotent consumers, sagas, dead-letter handling, backpressure, and replay. Covers Kafka, NATS, Pulsar, and cloud-native equivalents (SNS/SQS, Pub/Sub, EventBridge).", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "backend", "event-driven", "infra", "kafka", "observability", "reliability", "scaling" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "engineering-graphql-grpc-architect", "engineering-sre" ], "disambiguation": "Event-driven patterns: outbox, sagas, idempotency, DLQs, backpressure, replay. For backend shape use `engineering-backend-architect`; for reliability/SLOs use `engineering-sre`; for typed sync APIs use `engineering-graphql-grpc-architect`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-event-driven-architect.md" }, { "slug": "engineering-feishu-integration-developer", "name": "Feishu Integration Developer", "description": "Full-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs, approval workflows, Bitable (multidimensional spreadsheets), interactive message cards, Webhooks, SSO authentication, and workflow automation, building enterprise-grade collaboration and automation solutions within the Feishu ecosystem.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "auth", "authz", "caching", "feishu", "fullstack", "infra", "node", "typescript", "web" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-feishu-integration-developer.md" }, { "slug": "engineering-filament-optimization-specialist", "name": "Filament Optimization Specialist", "description": "Expert in restructuring and optimizing Filament PHP admin interfaces for maximum usability and efficiency. Focuses on impactful structural changes — not just cosmetic tweaks.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "observability", "php", "qa" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-filament-optimization-specialist.md" }, { "slug": "engineering-frontend-developer", "name": "Frontend Developer", "description": "Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "accessibility-testing", "angular", "e2e-testing", "feedback-analysis", "frontend", "implementation", "performance", "react", "vue", "web" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-frontend-developer.md" }, { "slug": "engineering-git-workflow-master", "name": "Git Workflow Master", "description": "Expert in Git workflows, branching strategies, and version control best practices including conventional commits, rebasing, worktrees, and CI-friendly branch management.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "git", "version-control" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-git-workflow-master.md" }, { "slug": "engineering-graphql-grpc-architect", "name": "GraphQL & gRPC API Architect", "description": "Designs and evolves typed, high-performance APIs with GraphQL and gRPC. Owns schema discipline, N+1 prevention, DataLoader / @defer patterns, protobuf evolution, backward compatibility, and the contract-first workflow that keeps frontend, mobile, and service teams unblocked.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "architecture", "backend", "event-driven", "frontend", "graphql", "grpc", "mobile", "performance" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "engineering-software-architect" ], "disambiguation": "Typed API architecture: GraphQL schema, gRPC/Connect, protobuf evolution, DataLoader, federation. For general backend shape use `engineering-backend-architect`; for cross-system architecture use `engineering-software-architect`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-graphql-grpc-architect.md" }, { "slug": "engineering-incident-response-commander", "name": "Incident Response Commander", "description": "Expert incident commander specializing in production incident management, structured response coordination, post-mortem facilitation, SLO/SLI tracking, and on-call process design for reliable engineering organizations.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "coordination", "incident-response", "knowledge-management", "next", "observability", "reliability", "reporting", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-incident-response-commander.md" }, { "slug": "engineering-inference-economics-optimizer", "name": "Inference Economics Optimizer", "description": "FinOps for LLM systems. Owns per-feature cost budgets, small-model routing, caching strategy, provider failover, and the telemetry that turns \"our OpenAI bill doubled\" into a ranked list of specific, actionable fixes with measured impact.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "architecture", "caching", "finops", "llm", "observability", "saas", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-ai-engineer", "engineering-autonomous-optimization-architect", "engineering-llm-evaluation-harness" ], "disambiguation": "LLM FinOps: routing, caching, failover, budgets. For self-modifying AI economics use `engineering-autonomous-optimization-architect`; for model integration use `engineering-ai-engineer`; for eval use `engineering-llm-evaluation-harness`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-inference-economics-optimizer.md" }, { "slug": "engineering-laravel-livewire-specialist", "name": "Laravel/Livewire Specialist", "description": "Full-stack Laravel engineer specializing in Livewire, FluxUI, Eloquent, Queues, Filament, and advanced CSS with Three.js integration. Builds premium web experiences on the TALL / FLUX stack with strong server-driven UI discipline.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "backend", "frontend", "fullstack", "implementation", "performance", "php", "qa", "ux-design", "web" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "engineering-frontend-developer", "engineering-rapid-prototyper" ], "disambiguation": "Laravel/Livewire/FluxUI specialist. For stack-agnostic backend use `engineering-backend-architect`; for SPA frontends use `engineering-frontend-developer`; for throwaway spikes use `engineering-rapid-prototyper`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-laravel-livewire-specialist.md" }, { "slug": "engineering-llm-evaluation-harness", "name": "LLM Evaluation Harness Engineer", "description": "Designs golden datasets, regression suites, and model-graded evaluations for prompt changes, tool-calling flows, and retrieval pipelines. Owns the CI gate that blocks prompt regressions and measurable model drift before they ship to production.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "caching", "data-science", "llm", "llm-eval", "observability", "qa", "regression", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "design-image-prompt-engineer", "engineering-ai-engineer", "qa-verifier" ], "disambiguation": "Ship-blocking eval harness for prompt / tool-call / RAG changes. For model selection use `engineering-ai-engineer`; for product QA use `qa-verifier`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-llm-evaluation-harness.md" }, { "slug": "engineering-migration-engineer", "name": "Migration Engineer", "description": "Plans and executes technology migrations — legacy runtimes to modern (Python2-era to 3.12+, older Node LTS to current), framework exits (legacy SPA shells to Vite/Next, classic MVC to service-based), database replatforms (document-to-relational, cross-engine), and cloud moves. Owns strangler-fig execution, dual-run periods, cutover, and rollback.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "angular", "architecture", "backend", "data-engineering", "implementation", "mongodb", "node", "postgres", "python", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "engineering-database-optimizer", "engineering-event-driven-architect" ], "disambiguation": "Stack/runtime/DB migrations: strangler-fig, dual-run, cutover, rollback. For greenfield use `engineering-backend-architect`; for event plane use `engineering-event-driven-architect`; for tuning use `engineering-database-optimizer`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/engineering/engineering-migration-engineer.md" }, { "slug": "engineering-minimal-change-engineer", "name": "Minimal Change Engineer", "description": "Engineering specialist focused on minimum-viable diffs — fixes only what was asked, refuses scope creep, prefers three similar lines over a premature abstraction. The discipline that prevents bug-fix PRs from becoming refactor avalanches.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "minimal-change", "refactoring" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-minimal-change-engineer.md" }, { "slug": "engineering-mobile-app-builder", "name": "Mobile App Builder", "description": "Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "android", "aso", "experiment-tracking", "feedback-analysis", "frontend", "infra", "ios", "mobile", "performance", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-mobile-app-builder.md" }, { "slug": "engineering-opentelemetry-lead", "name": "OpenTelemetry Implementation Lead", "description": "Owns code-level observability: OpenTelemetry SDK integration, semantic conventions, span hygiene, exemplar wiring, trace-log-metric correlation, and sampling strategy. Turns ad-hoc print-debugging and siloed Datadog screenshots into queryable, correlated telemetry across services.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "architecture", "backend", "implementation", "observability", "observability-instrumentation", "privacy", "sre", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "engineering-sre", "sre-observability" ], "disambiguation": "Code-level OTel: SDK wiring, sem-conv, sampling, exemplars. For SLO/incident use `engineering-sre`; for read-only observability gate use `sre-observability`; for service architecture use `engineering-backend-architect`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-opentelemetry-lead.md" }, { "slug": "engineering-rag-pipeline-architect", "name": "RAG Pipeline Architect", "description": "Builds production retrieval-augmented generation systems. Owns chunking, embedding strategy, hybrid search, re-ranking, freshness, document ACLs, and retrieval-quality evaluation. Converts \"we have documents\" into \"users get accurate, attributable answers\".", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "architecture", "authz", "data-engineering", "llm", "llm-eval", "observability", "rag", "strategy", "vector-db" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-ai-engineer", "engineering-data-engineer", "engineering-llm-evaluation-harness" ], "disambiguation": "RAG pipelines: chunking, embeddings, hybrid search, reranking, ACLs. For model integration use `engineering-ai-engineer`; for ETL use `engineering-data-engineer`; for eval use `engineering-llm-evaluation-harness`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-rag-pipeline-architect.md" }, { "slug": "engineering-rapid-prototyper", "name": "Rapid Prototyper", "description": "Specialized in ultra-fast proof-of-concept development and MVP creation using efficient tools and frameworks", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "api", "auth", "experiment-tracking", "feedback-analysis", "implementation", "next", "observability", "tracking", "typescript", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-rapid-prototyper.md" }, { "slug": "engineering-security-engineer", "name": "Security Engineer", "description": "Expert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, security architecture design, and incident response for modern web, API, and cloud-native applications.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "architecture", "authz", "caching", "database-design", "document-generation", "owasp", "security", "threat-modeling", "web" ], "domains": [ "all" ], "distinguishes_from": [ "blockchain-security-auditor", "compliance-auditor", "engineering-threat-detection-engineer", "security-reviewer" ], "disambiguation": "Deep design-time security work — threat modelling, architecture, vulnerability assessment. For a post-write review gate use security-reviewer; for smart contracts, blockchain-security-auditor.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-security-engineer.md" }, { "slug": "engineering-software-architect", "name": "Software Architect", "description": "Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "microservices" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-backend-architect", "specialized-workflow-architect" ], "disambiguation": "System-level design, domain-driven design, architectural patterns, trade-off analysis. For server-side-only scope use engineering-backend-architect; for pre-code workflow mapping use specialized-workflow-architect.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-software-architect.md" }, { "slug": "engineering-solidity-smart-contract-engineer", "name": "Solidity Smart Contract Engineer", "description": "Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and security-first contract design across Ethereum and L2 chains.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "authz", "defi", "ethereum", "secrets", "smart-contracts", "solana", "solidity", "threat-modeling", "ui-design" ], "domains": [ "blockchain" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-solidity-smart-contract-engineer.md" }, { "slug": "engineering-sre", "name": "SRE (Site Reliability Engineer)", "description": "Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reduction for production systems at scale.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "observability", "reliability", "sre", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-data-engineer", "engineering-incident-response-commander", "sre-observability" ], "disambiguation": "Proactive SRE: SLOs, capacity, chaos, retros. For live incident command use `engineering-incident-response-commander`; for observability gate use `sre-observability`; for data-pipelines use `engineering-data-engineer`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-sre.md" }, { "slug": "engineering-technical-writer", "name": "Technical Writer", "description": "Expert technical writer specializing in developer documentation, API references, README files, and tutorials. Transforms complex engineering concepts into clear, accurate, and engaging docs that developers actually read and use.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "api", "auth", "experiment-tracking", "feedback-analysis", "next", "technical-writing", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-technical-writer.md" }, { "slug": "engineering-threat-detection-engineer", "name": "Threat Detection Engineer", "description": "Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tuning, and detection-as-code pipelines for security operations teams.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "ml", "observability", "product-management", "secrets", "security", "threat-detection" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-incident-response-commander", "engineering-security-engineer", "security-reviewer" ], "disambiguation": "SIEM rules, threat hunting, detection engineering (MITRE ATT&CK). Not a code reviewer — use security-reviewer for that; not an incident responder — use engineering-incident-response-commander.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-threat-detection-engineer.md" }, { "slug": "engineering-wechat-mini-program-developer", "name": "WeChat Mini Program Developer", "description": "Expert WeChat Mini Program developer specializing in 小程序 development with WXML/WXSS/WXS, WeChat API integration, payment systems, subscription messaging, and the full WeChat ecosystem.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "auth", "authz", "experiment-tracking", "infra", "payments", "performance", "privacy", "wechat" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/engineering-wechat-mini-program-developer.md" }, { "slug": "lsp-index-engineer", "name": "LSP/Index Engineer", "description": "Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "caching", "node", "performance", "php", "typescript" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/lsp-index-engineer.md" }, { "slug": "specialized-document-generator", "name": "Document Generator", "description": "Expert document creation specialist who generates professional PDF, PPTX, DOCX, and XLSX files using code-based approaches with proper formatting, charts, and data visualization.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "document-generation", "node", "python" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/specialized-document-generator.md" }, { "slug": "specialized-mcp-builder", "name": "MCP Builder", "description": "Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "api", "auth", "database-design", "mcp", "python", "typescript", "ui-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/specialized-mcp-builder.md" }, { "slug": "specialized-salesforce-architect", "name": "Salesforce Architect", "description": "Solution architecture for Salesforce platform — multi-cloud design, integration patterns, governor limits, deployment strategy, and data model governance for enterprise-scale orgs", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "experiment-tracking", "infra", "query-optimization", "salesforce", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/specialized-salesforce-architect.md" }, { "slug": "specialized-workflow-architect", "name": "Workflow Architect", "description": "Workflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — covering happy paths, all branch conditions, failure modes, recovery paths, handoff contracts, and observable states to produce build-ready specs that agents can implement against and QA can test against.", "category": "engineering", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "api-testing", "auth", "backend", "git", "implementation", "payments", "qa", "reality-check", "workflow-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/engineering/specialized-workflow-architect.md" }, { "slug": "accounts-payable-agent", "name": "Accounts Payable Agent", "description": "Autonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across any payment rail — crypto, fiat, stablecoins. Integrates with AI agent workflows via tool calls.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "audit", "payments", "rails", "typescript" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/accounts-payable-agent.md" }, { "slug": "finance-bookkeeper-controller", "name": "Bookkeeper & Controller", "description": "Expert bookkeeper and controller specializing in day-to-day accounting operations, financial reconciliations, month-end close processes, and internal controls. Ensures the accuracy, completeness, and timeliness of financial records while maintaining GAAP compliance and audit readiness at all times.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ar", "audit", "authz", "banking", "bookkeeping", "payments", "reporting", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/finance-bookkeeper-controller.md" }, { "slug": "finance-financial-analyst", "name": "Financial Analyst", "description": "Expert financial analyst specializing in financial modeling, forecasting, scenario analysis, and data-driven decision support. Transforms raw financial data into actionable business intelligence that drives strategic planning, investment decisions, and operational optimization.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "analytics-reporting", "data-engineering", "fpa", "growth", "ml", "observability", "pipeline-analysis", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/finance-financial-analyst.md" }, { "slug": "finance-fpa-analyst", "name": "FP&A Analyst", "description": "Expert Financial Planning & Analysis (FP&A) analyst specializing in budgeting, variance analysis, financial planning, rolling forecasts, and strategic decision support. Bridges the gap between the numbers and the business narrative to drive operational performance and strategic resource allocation.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "data-engineering", "fpa", "performance", "pipeline-analysis", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "finance-financial-analyst", "finance-investment-researcher", "support-analytics-reporter" ], "disambiguation": "FP&A = budgets, forecasts, variance, unit economics. For corporate/transactional finance use `finance-financial-analyst`; for equities research use `finance-investment-researcher`; for ops dashboards use `support-analytics-reporter`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/finance-fpa-analyst.md" }, { "slug": "finance-investment-researcher", "name": "Investment Researcher", "description": "Expert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation. Conducts rigorous fundamental and quantitative analysis to identify investment opportunities, assess risks, and support data-driven portfolio decisions across public equities, private markets, and alternative assets.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "data-science", "growth", "investment-research", "legal-compliance", "observability", "pipeline-analysis" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/finance-investment-researcher.md" }, { "slug": "finance-tax-strategist", "name": "Tax Strategist", "description": "Expert tax strategist specializing in tax optimization, multi-jurisdictional compliance, transfer pricing, and strategic tax planning. Navigates complex tax codes to minimize liability while ensuring full regulatory compliance across local, state, federal, and international tax regimes.", "category": "finance", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "cross-border", "implementation", "reporting", "strategy", "tax-strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/finance/finance-tax-strategist.md" }, { "slug": "blender-addon-engineer", "name": "Blender Add-on Engineer", "description": "Blender tooling specialist - Builds Python add-ons, asset validators, exporters, and pipeline automations that turn repetitive DCC work into reliable one-click workflows", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "blender", "gamedev", "python" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/blender/blender-addon-engineer.md" }, { "slug": "game-audio-engineer", "name": "Game Audio Engineer", "description": "Interactive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performance budgeting across all game engines", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "game-audio", "gamedev", "implementation", "infra", "performance", "regression" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/game-audio-engineer.md" }, { "slug": "game-designer", "name": "Game Designer", "description": "Systems and mechanics architect - Masters GDD authorship, player psychology, economy balancing, and gameplay loop design across all engines and genres", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "game-design", "gamedev", "implementation", "psychology" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/game-designer.md" }, { "slug": "godot-gameplay-scripter", "name": "Godot Gameplay Scripter", "description": "Composition and signal integrity specialist - Masters GDScript 2.0, C# integration, node-based architecture, and type-safe signal design for Godot 4 projects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "gamedev", "gdscript", "godot", "node", "performance" ], "domains": [ "gamedev" ], "distinguishes_from": [ "godot-multiplayer-engineer", "godot-shader-developer", "narrative-designer" ], "disambiguation": "Godot gameplay logic in GDScript + signals, node tree architecture, state machines. For networking use `godot-multiplayer-engineer`; for shaders use `godot-shader-developer`; for story/dialogue use `narrative-designer`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/godot/godot-gameplay-scripter.md" }, { "slug": "godot-multiplayer-engineer", "name": "Godot Multiplayer Engineer", "description": "Godot 4 networking specialist - Masters the MultiplayerAPI, scene replication, ENet/WebRTC transport, RPCs, and authority models for real-time multiplayer games", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "gamedev", "gdscript", "godot", "multiplayer", "node", "security" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/godot/godot-multiplayer-engineer.md" }, { "slug": "godot-shader-developer", "name": "Godot Shader Developer", "description": "Godot 4 visual effects specialist - Masters the Godot Shading Language (GLSL-like), VisualShader editor, CanvasItem and Spatial shaders, post-processing, and performance optimization for 2D/3D effects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "gamedev", "glsl", "godot", "implementation", "mobile", "node", "performance", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [ "godot-gameplay-scripter", "godot-multiplayer-engineer", "technical-artist", "unity-shader-graph-artist" ], "disambiguation": "Godot shaders (GDshader / Godot-compatible GLSL) and rendering effects. For Godot gameplay logic use `godot-gameplay-scripter`; for Unity Shader Graph use `unity-shader-graph-artist`; for engine-agnostic art pipeline use `technical-artist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/godot/godot-shader-developer.md" }, { "slug": "level-designer", "name": "Level Designer", "description": "Spatial storytelling and flow specialist - Masters layout theory, pacing architecture, encounter design, and environmental narrative across all game engines", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "gamedev", "level-design" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/level-designer.md" }, { "slug": "narrative-designer", "name": "Narrative Designer", "description": "Story systems and dialogue architect - Masters GDD-aligned narrative design, branching dialogue, lore architecture, and environmental storytelling across all game engines", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "c-cpp", "gamedev", "narrative-design", "narratology", "node" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/narrative-designer.md" }, { "slug": "roblox-avatar-creator", "name": "Roblox Avatar Creator", "description": "Roblox UGC and avatar pipeline specialist - Masters Roblox's avatar system, UGC item creation, accessory rigging, texture standards, and the Creator Marketplace submission pipeline", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "blender", "game-design", "gamedev", "marketplace", "roblox" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/roblox-studio/roblox-avatar-creator.md" }, { "slug": "roblox-experience-designer", "name": "Roblox Experience Designer", "description": "Roblox platform UX and monetization specialist - Masters engagement loop design, DataStore-driven progression, Roblox monetization systems (Passes, Developer Products, UGC), and player retention for Roblox experiences", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "experiment-tracking", "gamedev", "infra", "next", "roblox", "ux-design" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/roblox-studio/roblox-experience-designer.md" }, { "slug": "roblox-systems-scripter", "name": "Roblox Systems Scripter", "description": "Roblox platform engineering specialist - Masters Luau, the client-server security model, RemoteEvents/RemoteFunctions, DataStore, and module architecture for scalable Roblox experiences", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "audit", "backend", "gamedev", "infra", "luau", "roblox", "security" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/roblox-studio/roblox-systems-scripter.md" }, { "slug": "technical-artist", "name": "Technical Artist", "description": "Art-to-engine pipeline specialist - Masters shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine asset optimization", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "gamedev", "infra", "ml", "mobile", "observability", "performance", "python", "technical-art", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/technical-artist.md" }, { "slug": "unity-architect", "name": "Unity Architect", "description": "Data-driven modularity specialist - Masters ScriptableObjects, decoupled systems, and single-responsibility component design for scalable Unity projects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "event-driven", "gamedev", "performance", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unity/unity-architect.md" }, { "slug": "unity-editor-tool-developer", "name": "Unity Editor Tool Developer", "description": "Unity editor automation specialist - Masters custom EditorWindows, PropertyDrawers, AssetPostprocessors, ScriptedImporters, and pipeline automation that saves teams hours per week", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "gamedev", "qa", "ui-design", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unity/unity-editor-tool-developer.md" }, { "slug": "unity-multiplayer-engineer", "name": "Unity Multiplayer Engineer", "description": "Networked gameplay specialist - Masters Netcode for GameObjects, Unity Gaming Services (Relay/Lobby), client-server authority, lag compensation, and state synchronization", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "backend", "frontend", "gamedev", "multiplayer", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unity/unity-multiplayer-engineer.md" }, { "slug": "unity-shader-graph-artist", "name": "Unity Shader Graph Artist", "description": "Visual effects and material specialist - Masters Unity Shader Graph, HLSL, URP/HDRP rendering pipelines, and custom pass authoring for real-time visual effects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "brand-design", "gamedev", "hlsl", "infra", "mobile", "node", "performance", "unity" ], "domains": [ "gamedev" ], "distinguishes_from": [ "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer" ], "disambiguation": "Unity Shader Graph + HLSL for stylised / URP-HDRP visual effects. For runtime architecture use `unity-architect`; for editor tooling use `unity-editor-tool-developer`; for engine-agnostic art pipeline use `technical-artist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unity/unity-shader-graph-artist.md" }, { "slug": "unreal-multiplayer-architect", "name": "Unreal Multiplayer Architect", "description": "Unreal Engine networking specialist - Masters Actor replication, GameMode/GameState architecture, server-authoritative gameplay, network prediction, and dedicated server setup for UE5", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "audit", "backend", "c-cpp", "gamedev", "implementation", "multiplayer", "unreal" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unreal-engine/unreal-multiplayer-architect.md" }, { "slug": "unreal-systems-engineer", "name": "Unreal Systems Engineer", "description": "Performance and hybrid architecture specialist - Masters C++/Blueprint continuum, Nanite geometry, Lumen GI, and Gameplay Ability System for AAA-grade Unreal Engine projects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "c-cpp", "gamedev", "multiplayer", "performance", "unreal" ], "domains": [ "gamedev" ], "distinguishes_from": [ "unreal-multiplayer-architect", "unreal-technical-artist", "unreal-world-builder" ], "disambiguation": "Unreal core systems (GAS, subsystems, Gameplay Framework) in C++. For replication use `unreal-multiplayer-architect`; for world/level use `unreal-world-builder`; for rendering use `unreal-technical-artist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unreal-engine/unreal-systems-engineer.md" }, { "slug": "unreal-technical-artist", "name": "Unreal Technical Artist", "description": "Unreal Engine visual pipeline specialist - Masters the Material Editor, Niagara VFX, Procedural Content Generation, and the art-to-engine pipeline for UE5 projects", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "gamedev", "mobile", "open-world", "performance", "scaling", "technical-art", "unreal" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unreal-engine/unreal-technical-artist.md" }, { "slug": "unreal-world-builder", "name": "Unreal World Builder", "description": "Open-world and environment specialist - Masters UE5 World Partition, Landscape, procedural foliage, HLOD, and large-scale level streaming for seamless open-world experiences", "category": "game-development", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "blockchain", "gamedev", "infra", "open-world", "performance", "unreal" ], "domains": [ "gamedev" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/game-development/unreal-engine/unreal-world-builder.md" }, { "slug": "marketing-agentic-search-optimizer", "name": "Agentic Search Optimizer", "description": "Expert in WebMCP readiness and agentic task completion — audits whether AI agents can actually accomplish tasks on your site (book, buy, register, subscribe), implements WebMCP declarative and imperative patterns, and measures task completion rates across AI browsing agents", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "aeo", "ai", "audit", "growth", "implementation", "javascript", "mcp", "template", "ux-design", "web" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-ai-citation-strategist", "marketing-content-creator", "marketing-seo-specialist" ], "disambiguation": "Agentic search / task-completion (WebMCP): expose site for AI agents to act. For LLM citations use `marketing-ai-citation-strategist`; for Google organic use `marketing-seo-specialist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-agentic-search-optimizer.md" }, { "slug": "marketing-ai-citation-strategist", "name": "AI Citation Strategist", "description": "Expert in AI recommendation engine optimization (AEO/GEO) — audits brand visibility across ChatGPT, Claude, Gemini, and Perplexity, identifies why competitors get cited instead, and delivers content fixes that improve AI citations", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "aeo", "ai", "audit", "content-creation", "growth", "implementation", "infra", "seo" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-agentic-search-optimizer", "marketing-content-creator", "marketing-seo-specialist" ], "disambiguation": "Optimize content for LLM citations (Perplexity / ChatGPT / AI Overviews): source-worthiness, answer-readiness. For Google SEO use `marketing-seo-specialist`; for WebMCP agent completion use `marketing-agentic-search-optimizer`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-ai-citation-strategist.md" }, { "slug": "marketing-app-store-optimizer", "name": "App Store Optimizer", "description": "Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app discoverability", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "android", "aso", "brand-design", "experiment-tracking", "growth", "ios", "localization", "performance", "strategy", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-app-store-optimizer.md" }, { "slug": "marketing-baidu-seo-specialist", "name": "Baidu SEO Specialist", "description": "Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP compliance, Chinese keyword research, and mobile-first indexing for the China market.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "audit", "baidu", "china-market", "content-creation", "growth", "mobile", "seo", "strategy" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-ai-citation-strategist", "marketing-seo-specialist", "marketing-zhihu-strategist" ], "disambiguation": "Baidu-specific SEO: 百度 algorithm, ICP licensing, Baidu Zhidao / Baijiahao integration. For Google/Bing SEO use `marketing-seo-specialist`; for Zhihu Q&A-driven traffic use `marketing-zhihu-strategist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-baidu-seo-specialist.md" }, { "slug": "marketing-bilibili-content-strategist", "name": "Bilibili Content Strategist", "description": "Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, community building, and branded content strategy for China's leading video community platform.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "bilibili", "brand-design", "content-creation", "data-science", "experiment-tracking", "growth", "infra", "paid-audit", "strategy", "ux-design" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-bilibili-content-strategist.md" }, { "slug": "marketing-book-co-author", "name": "Book Co-Author", "description": "Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and positioning into structured first-person chapters.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "book-authoring", "content-creation", "growth", "next" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-book-co-author.md" }, { "slug": "marketing-carousel-growth-engine", "name": "Carousel Growth Engine", "description": "Autonomous TikTok and Instagram carousel generation specialist. Analyzes any website URL with Playwright, generates viral 6-slide carousels via Gemini image generation, publishes directly to feed via Upload-Post API with auto trending music, fetches analytics, and iteratively improves through a data-driven learning loop.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "api", "data-science", "e2e-testing", "experiment-tracking", "growth", "instagram", "knowledge-management", "next", "qa", "tiktok" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-carousel-growth-engine.md" }, { "slug": "marketing-china-ecommerce-operator", "name": "China E-Commerce Operator", "description": "Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/Double 11 campaigns, and cross-platform strategy.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "customer-support", "data-science", "ecommerce", "experiment-tracking", "growth", "infra", "livestream-commerce", "performance", "seo", "strategy" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-cross-border-ecommerce", "marketing-livestream-commerce-coach", "marketing-private-domain-operator" ], "disambiguation": "Full China-market e-commerce ops (Taobao/Tmall/Douyin Shop/JD). For cross-border / out-of-China selling use `marketing-cross-border-ecommerce`; for pure livestream playbook use `marketing-livestream-commerce-coach`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-china-ecommerce-operator.md" }, { "slug": "marketing-china-market-localization-strategist", "name": "China Market Localization Strategist", "description": "Full-stack China market localization expert who transforms real-time trend signals into executable go-to-market strategies across Douyin, Xiaohongshu, WeChat, Bilibili, and beyond", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "bilibili", "china-market", "content-creation", "customer-support", "douyin", "fullstack", "growth", "localization", "wechat", "xiaohongshu" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-china-market-localization-strategist.md" }, { "slug": "marketing-content-creator", "name": "Content Creator", "description": "Expert content strategist and creator for multi-platform campaigns. Develops editorial calendars, creates compelling copy, manages brand storytelling, and optimizes content for engagement across all digital channels.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "experiment-tracking", "growth", "performance", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-linkedin-content-creator", "marketing-seo-specialist", "marketing-social-media-strategist" ], "disambiguation": "Long-form content strategy across channels. For SEO content use `marketing-seo-specialist`; for LinkedIn-native use `marketing-linkedin-content-creator`; for cross-channel social coordination use `marketing-social-media-strategist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-content-creator.md" }, { "slug": "marketing-cross-border-ecommerce", "name": "Cross-Border E-Commerce Specialist", "description": "Full-funnel cross-border e-commerce strategist covering Amazon, Shopee, Lazada, AliExpress, Temu, and TikTok Shop operations, international logistics and overseas warehousing, compliance and taxation, multilingual listing optimization, brand globalization, and DTC independent site development.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "brand-design", "content-creation", "cross-border", "customer-support", "ecommerce", "experiment-tracking", "growth", "livestream-commerce", "ppc", "tiktok" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-china-ecommerce-operator", "marketing-livestream-commerce-coach", "marketing-tiktok-strategist" ], "disambiguation": "Cross-border / out-of-China e-commerce (Amazon Global, Shopify, Shopee, TikTok Shop US). For China-domestic platforms use `marketing-china-ecommerce-operator`; for TikTok content marketing only use `marketing-tiktok-strategist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-cross-border-ecommerce.md" }, { "slug": "marketing-douyin-strategist", "name": "Douyin Strategist", "description": "Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechanics, viral video planning, livestream commerce workflows, and full-funnel brand growth through content matrix strategies.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "douyin", "growth", "infra", "livestream-commerce", "observability", "strategy" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-douyin-strategist.md" }, { "slug": "marketing-growth-hacker", "name": "Growth Hacker", "description": "Expert growth strategist specializing in rapid user acquisition through data-driven experimentation. Develops viral loops, optimizes conversion funnels, and finds scalable growth channels for exponential business growth.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "data-science", "experiment-tracking", "growth", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-growth-hacker.md" }, { "slug": "marketing-instagram-curator", "name": "Instagram Curator", "description": "Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization. Masters aesthetic development and drives meaningful engagement.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "brand-design", "content-creation", "growth", "instagram", "observability", "performance", "strategy", "tracking", "visual-storytelling" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-instagram-curator.md" }, { "slug": "marketing-kuaishou-strategist", "name": "Kuaishou Strategist", "description": "Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live commerce operations, community trust building, and grassroots audience growth on 快手.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "customer-support", "douyin", "growth", "infra", "kuaishou", "livestream-commerce", "strategy", "wechat" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-bilibili-content-strategist", "marketing-douyin-strategist", "marketing-livestream-commerce-coach" ], "disambiguation": "Kuaishou (快手) short-video + livestream, tier-2/3 city audience. For Douyin (抖音) urban audience use `marketing-douyin-strategist`; for cross-platform livestream use `marketing-livestream-commerce-coach`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-kuaishou-strategist.md" }, { "slug": "marketing-linkedin-content-creator", "name": "LinkedIn Content Creator", "description": "Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professional content. Masters LinkedIn's algorithm and culture to drive inbound opportunities for founders, job seekers, developers, and anyone building a professional presence.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "architecture", "content-creation", "growth", "linkedin" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-linkedin-content-creator.md" }, { "slug": "marketing-livestream-commerce-coach", "name": "Livestream Commerce Coach", "description": "Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taobao Live, and Channels, covering script design, product sequencing, paid-vs-organic traffic balancing, conversion closing techniques, and real-time data-driven optimization.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "data-science", "douyin", "ecommerce", "growth", "infra", "kuaishou", "livestream-commerce", "observability", "payments", "strategy" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-china-ecommerce-operator", "marketing-douyin-strategist", "marketing-kuaishou-strategist" ], "disambiguation": "Cross-platform livestream-commerce playbook: show format, GMV optimization, co-host dynamics, coupon stacking. For pure Douyin marketing use `marketing-douyin-strategist`; for full e-commerce ops use `marketing-china-ecommerce-operator`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-livestream-commerce-coach.md" }, { "slug": "marketing-podcast-strategist", "name": "Podcast Strategist", "description": "Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and other major audio platforms, covering show positioning, audio production, audience growth, multi-platform distribution, and monetization to help podcast creators build sticky audio content brands.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "growth", "infra", "observability", "strategy", "template", "wechat" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-content-creator", "marketing-social-media-strategist", "marketing-video-optimization-specialist" ], "disambiguation": "Podcast-specific strategy: episode planning, host voice, show notes SEO, audio discoverability. For generic long-form content use `marketing-content-creator`; for video (YouTube/TikTok) use `marketing-video-optimization-specialist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-podcast-strategist.md" }, { "slug": "marketing-private-domain-operator", "name": "Private Domain Operator", "description": "Expert in building enterprise WeChat (WeCom) private domain ecosystems, with deep expertise in SCRM systems, segmented community operations, Mini Program commerce integration, user lifecycle management, and full-funnel conversion optimization.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "architecture", "community-building", "customer-support", "experiment-tracking", "growth", "infra", "observability", "template", "ux-design", "wechat" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-china-ecommerce-operator", "marketing-social-media-strategist", "marketing-wechat-official-account" ], "disambiguation": "Enterprise WeChat (WeCom) SCRM + segmented community + Mini Program commerce. For public-account content use `marketing-wechat-official-account`; for full e-commerce ops use `marketing-china-ecommerce-operator`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-private-domain-operator.md" }, { "slug": "marketing-reddit-community-builder", "name": "Reddit Community Builder", "description": "Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-term relationship building. Masters Reddit culture navigation.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "coordination", "growth", "reddit", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-reddit-community-builder.md" }, { "slug": "marketing-seo-specialist", "name": "SEO Specialist", "description": "Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority building, and organic search growth. Drives sustainable traffic through data-driven search strategies.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "architecture", "audit", "content-creation", "growth", "observability", "performance", "reporting", "seo", "strategy", "web" ], "domains": [ "all" ], "distinguishes_from": [ "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-baidu-seo-specialist", "marketing-content-creator" ], "disambiguation": "Google/Bing SEO: technical, link authority, organic traffic. For LLM citations use `marketing-ai-citation-strategist`; for agentic completion use `marketing-agentic-search-optimizer`; for Baidu use `marketing-baidu-seo-specialist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-seo-specialist.md" }, { "slug": "marketing-short-video-editing-coach", "name": "Short-Video Editing Coach", "description": "Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro, DaVinci Resolve, and Final Cut Pro across composition and camera language, color grading, audio engineering, motion graphics and VFX, subtitle design, multi-platform export optimization, editing workflow efficiency, and AI-assisted editing.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "ai", "bilibili", "douyin", "experiment-tracking", "go", "growth", "infra", "technical-art", "template", "youtube" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-short-video-editing-coach.md" }, { "slug": "marketing-social-media-strategist", "name": "Social Media Strategist", "description": "Expert social media strategist for LinkedIn, Twitter, and professional platforms. Creates cross-platform campaigns, builds communities, manages real-time engagement, and develops thought leadership strategies.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "analytics-reporting", "brand-design", "community-building", "content-creation", "experiment-tracking", "growth", "legal-compliance", "linkedin", "social-media", "twitter" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-social-media-strategist.md" }, { "slug": "marketing-tiktok-strategist", "name": "TikTok Strategist", "description": "Expert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building. Masters TikTok's unique culture and features for brand growth.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "content-creation", "growth", "performance", "strategy", "tiktok", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-tiktok-strategist.md" }, { "slug": "marketing-twitter-engager", "name": "Twitter Engager", "description": "Expert Twitter marketing specialist focused on real-time engagement, thought leadership building, and community-driven growth. Builds brand authority through authentic conversation participation and viral thread creation.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "experiment-tracking", "growth", "performance", "strategy", "tracking", "twitter" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-twitter-engager.md" }, { "slug": "marketing-video-optimization-specialist", "name": "Video Optimization Specialist", "description": "Video marketing strategist specializing in YouTube algorithm optimization, audience retention, chaptering, thumbnail concepts, and cross-platform video syndication.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "experiment-tracking", "growth", "seo", "strategy", "youtube" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/marketing-video-optimization-specialist.md" }, { "slug": "marketing-wechat-official-account", "name": "WeChat Official Account Manager", "description": "Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion optimization. Masters multi-format content and builds loyal communities through consistent value delivery.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "architecture", "content-creation", "experiment-tracking", "growth", "infra", "performance", "strategy", "ui-design", "ux-design", "wechat" ], "domains": [ "china-market" ], "distinguishes_from": [ "marketing-content-creator", "marketing-kuaishou-strategist", "marketing-private-domain-operator" ], "disambiguation": "WeChat Official Account (公众号) content + growth: article strategy, menu UX, subscription funnels. For WeCom SCRM ecosystem use `marketing-private-domain-operator`; for short-video live-streaming use `marketing-kuaishou-strategist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-wechat-official-account.md" }, { "slug": "marketing-weibo-strategist", "name": "Weibo Strategist", "description": "Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community management, public sentiment monitoring, fan economy strategies, and Weibo advertising, helping brands achieve viral reach and sustained growth on China's leading public discourse platform.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "brand-design", "content-creation", "experiment-tracking", "growth", "infra", "livestream-commerce", "paid-audit", "performance", "strategy", "weibo" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-weibo-strategist.md" }, { "slug": "marketing-xiaohongshu-specialist", "name": "Xiaohongshu Specialist", "description": "Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement. Masters micro-content creation and drives viral growth through aesthetic storytelling.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "community-building", "content-creation", "experiment-tracking", "growth", "infra", "performance", "performance-testing", "strategy", "tracking", "xiaohongshu" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-xiaohongshu-specialist.md" }, { "slug": "marketing-zhihu-strategist", "name": "Zhihu Strategist", "description": "Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement. Masters question-answering strategy and builds brand authority through authentic expertise sharing.", "category": "marketing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "growth", "infra", "observability", "performance", "strategy", "zhihu" ], "domains": [ "china-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/marketing/china/marketing-zhihu-strategist.md" }, { "slug": "agents-orchestrator", "name": "Agents Orchestrator", "description": "Composes multi-agent plans and drives end-to-end delivery. Decomposes work, routes each piece to the right specialist via the pack index, enforces quality gates, preserves context across handoffs, and escalates when the same step fails repeatedly.", "category": "orchestration", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "orchestration", "project-planning", "scout", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "project-management-studio-producer", "repo-scout" ], "disambiguation": "Multi-agent orchestrator that composes plans across specialists and drives delivery. For codebase scouting use `repo-scout`; for studio / delivery management use `project-management-studio-producer`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/orchestration/agents-orchestrator.md" }, { "slug": "repo-scout", "name": "repo-scout", "description": "Read-only scout for the repo. Locates relevant files, tests, commands, dependencies, and invariants before implementation starts. Use first when the task scope is unclear.", "category": "orchestration", "protocol": "strict", "readonly": true, "is_background": false, "model": "fast", "tags": [ "architecture", "orchestration", "scout" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/orchestration/repo-scout.md" }, { "slug": "paid-media-auditor", "name": "Paid Media Auditor", "description": "Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ checkpoints spanning account structure, tracking, bidding, creative, audiences, and competitive positioning. Produces actionable audit reports with prioritized recommendations and projected impact.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "paid-audit", "performance", "ppc", "strategy", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-auditor.md" }, { "slug": "paid-media-creative-strategist", "name": "Ad Creative Strategist", "description": "Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing frameworks across Google, Meta, Microsoft, and programmatic platforms. Bridges the gap between performance data and persuasive messaging.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "content-creation", "experiment-tracking", "performance", "ppc", "programmatic", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-creative-strategist.md" }, { "slug": "paid-media-paid-social-strategist", "name": "Paid Social Strategist", "description": "Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, and Snapchat. Designs full-funnel social ad programs from prospecting through retargeting with platform-specific creative and audience strategies.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "infra", "instagram", "linkedin", "outbound", "paid-social", "performance", "ppc", "strategy", "tiktok" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-paid-social-strategist.md" }, { "slug": "paid-media-ppc-strategist", "name": "PPC Campaign Strategist", "description": "Senior paid media strategist specializing in large-scale search, shopping, and performance max campaign architecture across Google, Microsoft, and Amazon ad platforms. Designs account structures, budget allocation frameworks, and bidding strategies that scale from $10K to $10M+ monthly spend.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "finance-tracking", "performance", "ppc", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "paid-media-paid-social-strategist", "paid-media-search-query-analyst", "paid-media-tracking-specialist" ], "disambiguation": "Google / Bing Ads search + shopping. For social paid use `paid-media-paid-social-strategist`; for pixel/attribution use `paid-media-tracking-specialist`; for query analysis use `paid-media-search-query-analyst`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-ppc-strategist.md" }, { "slug": "paid-media-programmatic-buyer", "name": "Programmatic & Display Buyer", "description": "Display advertising and programmatic media buying specialist covering managed placements, Google Display Network, DV360, trade desk platforms, partner media (newsletters, sponsored content), and ABM display strategies via platforms like Demandbase and 6Sense.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ppc", "programmatic", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-programmatic-buyer.md" }, { "slug": "paid-media-search-query-analyst", "name": "Search Query Analyst", "description": "Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping. Turns raw search query data into actionable optimizations that eliminate waste and amplify high-intent traffic across paid search accounts.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "performance", "ppc", "search-analysis" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-search-query-analyst.md" }, { "slug": "paid-media-tracking-specialist", "name": "Tracking & Measurement Specialist", "description": "Expert in conversion tracking architecture, tag management, and attribution modeling across Google Tag Manager, GA4, Google Ads, Meta CAPI, LinkedIn Insight Tag, and server-side implementations. Ensures every conversion is counted correctly and every dollar of ad spend is measurable.", "category": "paid-media", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "architecture", "backend", "implementation", "linkedin", "observability", "ppc", "privacy", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/paid-media/paid-media-tracking-specialist.md" }, { "slug": "product-behavioral-nudge-engine", "name": "Behavioral Nudge Engine", "description": "Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and success.", "category": "product", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "behavioral-design", "psychology" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/product/product-behavioral-nudge-engine.md" }, { "slug": "product-feedback-synthesizer", "name": "Feedback Synthesizer", "description": "Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product insights. Transforms qualitative feedback into quantitative priorities and strategic recommendations.", "category": "product", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "data-science", "experiment-tracking", "feedback-analysis", "observability", "prioritization", "qa", "ux-design", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/product/product-feedback-synthesizer.md" }, { "slug": "product-manager", "name": "Product Manager", "description": "Holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement. Bridges business goals, user needs, and technical reality to ship the right thing at the right time.", "category": "product", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "api", "next", "observability", "product-management", "saas", "strategy", "tracking", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/product/product-manager.md" }, { "slug": "product-sprint-prioritizer", "name": "Sprint Prioritizer", "description": "Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation. Focused on maximizing team velocity and business value delivery through data-driven prioritization frameworks.", "category": "product", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "coordination", "experiment-tracking", "observability", "performance", "prioritization", "product-management", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/product/product-sprint-prioritizer.md" }, { "slug": "product-trend-researcher", "name": "Trend Researcher", "description": "Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment. Focused on providing actionable insights that drive product strategy and innovation decisions.", "category": "product", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "data-science", "growth", "infra", "ml", "prioritization", "qa", "strategy", "tracking", "trend-research", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/product/product-trend-researcher.md" }, { "slug": "project-management-experiment-tracker", "name": "Experiment Tracker", "description": "Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused on managing A/B tests, feature experiments, and hypothesis validation through systematic experimentation and rigorous analysis.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "data-science", "experiment-tracking", "implementation", "knowledge-management", "ml", "observability", "observability-instrumentation", "qa", "tracking", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-experiment-tracker.md" }, { "slug": "project-management-jira-workflow-steward", "name": "Jira Workflow Steward", "description": "Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull requests, and release-safe branch strategy across software teams.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "auth", "git", "infra", "jira-workflow", "regression", "secrets", "security", "strategy", "version-control" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-jira-workflow-steward.md" }, { "slug": "project-management-laravel-pm", "name": "Laravel/Livewire Project Manager", "description": "Specs-to-tasks PM for Laravel/Livewire/FluxUI stacks. Converts site specifications into actionable development tasks with realistic scope, exact spec adherence, and persistent per-project memory of prior decisions.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "implementation", "php", "project-planning" ], "domains": [ "all" ], "distinguishes_from": [ "agents-orchestrator", "project-management-experiment-tracker", "project-management-jira-workflow-steward", "project-management-studio-producer" ], "disambiguation": "PM for Laravel/Livewire/FluxUI apps with spec->task conversion and persistent project memory. For stack-agnostic delivery use `project-management-studio-producer`; for task orchestration use `agents-orchestrator`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-laravel-pm.md" }, { "slug": "project-management-project-shepherd", "name": "Project Shepherd", "description": "Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "coordination", "project-planning", "qa", "reporting" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-project-shepherd.md" }, { "slug": "project-management-studio-operations", "name": "Studio Operations", "description": "Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "coordination", "finops", "observability", "performance", "reporting", "studio-ops" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-studio-operations.md" }, { "slug": "project-management-studio-producer", "name": "Studio Producer", "description": "Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, and multi-project portfolio management. Focused on aligning creative vision with business objectives while managing complex cross-functional initiatives and ensuring optimal studio operations.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "brand-design", "content-creation", "finops", "growth", "observability", "performance", "project-planning", "strategy", "studio-ops" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-studio-producer.md" }, { "slug": "project-management-workflow-optimizer", "name": "Workflow Optimizer", "description": "Business process improvement specialist applying Lean / Six Sigma to analyze, optimize, and automate workflows across operational functions. Focus on bottleneck detection, cycle-time reduction, and repeatable SOPs.", "category": "project-management", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "analytics-reporting", "automation-governance", "data-science", "feedback-analysis", "implementation", "observability", "performance", "product-management", "strategy", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [ "project-management-experiment-tracker", "project-management-studio-producer" ], "disambiguation": "Lean / Six Sigma business-process optimizer for operational workflows and SOPs (NOT QA test strategy). For delivery management use `project-management-studio-producer`; for A/B-test ops use `project-management-experiment-tracker`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/project-management/project-management-workflow-optimizer.md" }, { "slug": "bg-regression-runner", "name": "bg-regression-runner", "description": "Runs tests, linting, type checks, and builds in the background. Returns concise failure-oriented report. Use after any code changes.", "category": "review", "protocol": "strict", "readonly": true, "is_background": true, "model": "fast", "tags": [ "qa", "regression", "review" ], "domains": [ "all" ], "distinguishes_from": [ "qa-verifier", "testing-performance-benchmarker", "testing-reality-checker" ], "disambiguation": "Background execution of project test/lint/build commands after code changes. Not a reviewer with judgement — use qa-verifier for completeness review; use testing-performance-benchmarker for explicit perf tests.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/bg-regression-runner.md" }, { "slug": "code-quality-auditor", "name": "code-quality-auditor", "description": "Reviews diffs for async correctness, error handling, business logic bugs, algorithmic complexity, code duplication, and architecture layer violations. Use after changes to async code, error handling, complex logic, or large functions.", "category": "review", "protocol": "strict", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "architecture", "audit", "minimal-change", "refactoring", "review" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-code-reviewer", "engineering-laravel-livewire-specialist" ], "disambiguation": "Strict post-write gate for async bugs, error handling, logic errors, complexity, layering. For mentoring-style peer review delegate to engineering-code-reviewer.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/code-quality-auditor.md" }, { "slug": "qa-verifier", "name": "qa-verifier", "description": "Independently verifies that a task is actually complete, test-covered, and consistent with the requested behavior. Use before claiming any task is done.", "category": "review", "protocol": "strict", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "evidence-collection", "qa", "reality-check", "regression", "review" ], "domains": [ "all" ], "distinguishes_from": [ "bg-regression-runner", "testing-evidence-collector", "testing-reality-checker" ], "disambiguation": "Strict per-task completeness gate run before claiming done — tests, breaking changes, edge cases. For release-readiness certification use testing-reality-checker; for UI visual proof use testing-evidence-collector.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/qa-verifier.md" }, { "slug": "security-reviewer", "name": "security-reviewer", "description": "Reviews diffs for security vulnerabilities, OWASP Top 10, secrets exposure, auth/authz flaws, and exploit scenarios. Use after changes touching auth, payments, admin, secrets, or external APIs.", "category": "review", "protocol": "strict", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "audit", "auth", "authz", "owasp", "review", "secrets", "security" ], "domains": [ "all" ], "distinguishes_from": [ "blockchain-security-auditor", "compliance-auditor", "engineering-code-reviewer", "engineering-security-engineer", "engineering-threat-detection-engineer" ], "disambiguation": "Strict readonly gate triggered by auth/payments/admin/secrets/external-API changes. Deep threat modelling goes to engineering-security-engineer; smart contracts to blockchain-security-auditor.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/security-reviewer.md" }, { "slug": "sre-observability", "name": "sre-observability", "description": "Reviews performance, resiliency, database queries, caching, rate limits, resource leaks, and monitoring impact. Use after changes to DB queries, caching, external APIs, or infrastructure.", "category": "review", "protocol": "strict", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "caching", "database-design", "observability", "performance", "query-optimization", "reliability", "review", "scaling", "sre" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-database-optimizer", "engineering-sre", "testing-performance-benchmarker" ], "disambiguation": "Strict readonly review gate for DB queries, caching, rate limits, infra changes. For SLO/error-budget design work use engineering-sre; for dedicated load/stress testing use testing-performance-benchmarker.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/sre-observability.md" }, { "slug": "wcag-a11y-gate", "name": "wcag-a11y-gate", "description": "Read-only accessibility gate. Reviews diffs for WCAG 2.2 AA violations — semantic HTML, keyboard paths, ARIA correctness, contrast, focus management, reduced-motion, and i18n pitfalls. Use on any change touching UI, forms, modals, navigation, tables, or dynamic content.", "category": "review", "protocol": "strict", "readonly": true, "is_background": false, "model": "reasoning", "tags": [ "a11y", "audit", "frontend", "review", "ui-design", "ux-design", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [ "design-inclusive-visuals-specialist", "qa-verifier", "testing-accessibility-auditor" ], "disambiguation": "Strict readonly WCAG 2.2 AA gate on diffs (landmarks, keyboard, ARIA, contrast, focus). For narrative audits use `testing-accessibility-auditor`; for media use `design-inclusive-visuals-specialist`; for QA use `qa-verifier`.", "version": "1.0.0", "updated_at": "2026-04-22", "deprecated": false, "path": "agents/review/wcag-a11y-gate.md" }, { "slug": "sales-account-strategist", "name": "Account Strategist", "description": "Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, and net revenue retention. Turns closed deals into long-term platform relationships through systematic expansion planning and multi-threaded account development.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "account-expansion", "growth", "infra", "next", "observability", "reporting", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-account-strategist.md" }, { "slug": "sales-coach", "name": "Sales Coach", "description": "Expert sales coaching specialist focused on rep development, pipeline review facilitation, call coaching, deal strategy, and forecast accuracy. Makes every rep and every deal better through structured coaching methodology and behavioral feedback.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "coaching", "deal-strategy", "next", "performance", "pipeline-analysis", "sales-coaching", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-coach.md" }, { "slug": "sales-deal-strategist", "name": "Deal Strategist", "description": "Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B sales cycles. Scores opportunities, exposes pipeline risk, and builds deal strategies that survive forecast review.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "deal-strategy", "next", "observability", "pipeline-analysis", "security", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "sales-coach", "sales-pipeline-analyst", "sales-proposal-strategist" ], "disambiguation": "Per-deal strategy: MEDDPICC qualification, champions, blockers, close plans. For aggregate pipeline analytics use `sales-pipeline-analyst`; for rep coaching use `sales-coach`; for RFP/proposal writing use `sales-proposal-strategist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-deal-strategist.md" }, { "slug": "sales-discovery-coach", "name": "Discovery Coach", "description": "Coaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and call structure that surfaces real buying motivation.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "discovery-selling", "next" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-discovery-coach.md" }, { "slug": "sales-engineer", "name": "Sales Engineer", "description": "Senior pre-sales engineer specializing in technical discovery, demo engineering, POC scoping, competitive battlecards, and bridging product capabilities to business outcomes. Wins the technical decision so the deal can close.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "implementation", "performance", "performance-testing", "sales-engineering", "security", "soc2", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-engineer.md" }, { "slug": "sales-outbound-strategist", "name": "Outbound Strategist", "description": "Signal-based outbound specialist who designs multi-channel prospecting sequences, defines ICPs, and builds pipeline through research-driven personalization — not volume.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "linkedin", "outbound" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-outbound-strategist.md" }, { "slug": "sales-pipeline-analyst", "name": "Pipeline Analyst", "description": "Revenue operations analyst specializing in pipeline health diagnostics, deal velocity analysis, forecast accuracy, and data-driven sales coaching. Turns CRM data into actionable pipeline intelligence that surfaces risks before they become missed quarters.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "architecture", "coaching", "deal-strategy", "next", "observability", "pipeline-analysis", "reporting", "sales-coaching" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-pipeline-analyst.md" }, { "slug": "sales-proposal-strategist", "name": "Proposal Strategist", "description": "Strategic proposal architect who transforms RFPs and sales opportunities into compelling win narratives. Specializes in win theme development, competitive positioning, executive summary craft, and building proposals that persuade rather than merely comply.", "category": "sales", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "observability", "proposal-writing", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/sales/sales-proposal-strategist.md" }, { "slug": "macos-spatial-metal-engineer", "name": "macOS Spatial/Metal Engineer", "description": "Native Swift and Metal specialist building high-performance 3D rendering systems and spatial computing experiences for macOS and Vision Pro", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "game-audio", "metal", "node", "performance", "swift", "tracking", "visionos", "xr" ], "domains": [ "xr" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/macos-spatial-metal-engineer.md" }, { "slug": "terminal-integration-specialist", "name": "Terminal Integration Specialist", "description": "Terminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "api", "ios", "swift", "xr" ], "domains": [ "xr" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/terminal-integration-specialist.md" }, { "slug": "visionos-spatial-engineer", "name": "visionOS Spatial Engineer", "description": "Native visionOS spatial computing, SwiftUI volumetric interfaces, and Liquid Glass design implementation", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "implementation", "swift", "ux-design", "visionos", "xr" ], "domains": [ "xr" ], "distinguishes_from": [ "macos-spatial-metal-engineer", "xr-immersive-developer", "xr-interface-architect" ], "disambiguation": "visionOS apps in Swift/SwiftUI/RealityKit, Apple Vision Pro gestures & passthrough. For Metal rendering use `macos-spatial-metal-engineer`; for cross-platform XR (Quest/SteamVR) use `xr-immersive-developer`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/visionos-spatial-engineer.md" }, { "slug": "xr-cockpit-interaction-specialist", "name": "XR Cockpit Interaction Specialist", "description": "Specialist in designing and developing immersive cockpit-based control systems for XR environments", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "cockpit", "xr" ], "domains": [ "xr" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/xr-cockpit-interaction-specialist.md" }, { "slug": "xr-immersive-developer", "name": "XR Immersive Developer", "description": "Expert WebXR and immersive technology developer with specialization in browser-based AR/VR/XR applications", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ar", "visionos", "vr", "webxr", "xr" ], "domains": [ "xr" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/xr-immersive-developer.md" }, { "slug": "xr-interface-architect", "name": "XR Interface Architect", "description": "Spatial interaction designer and interface strategist for immersive AR/VR/XR environments", "category": "spatial-computing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ar", "ui-design", "ux-design", "vr", "xr" ], "domains": [ "xr" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/spatial-computing/xr-interface-architect.md" }, { "slug": "agentic-identity-trust", "name": "Agentic Identity & Trust Architect", "description": "Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments. Ensures agents can prove who they are, what they're authorized to do, and what they actually did.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "audit", "auth", "authz", "compliance-audit", "identity-engineering", "infra", "python", "soc2", "threat-modeling" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/agentic-identity-trust.md" }, { "slug": "compliance-auditor", "name": "Compliance Auditor", "description": "Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — from readiness assessment through evidence collection to certification.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "authz", "compliance-audit", "hipaa", "pci", "soc2" ], "domains": [ "all" ], "distinguishes_from": [ "healthcare-marketing-compliance", "security-reviewer", "support-legal-compliance-checker" ], "disambiguation": "Regulatory framework compliance (SOC 2, ISO 27001, HIPAA, PCI-DSS) — NOT a code-level security review. For code review use security-reviewer; for legal review use support-legal-compliance-checker.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/compliance-auditor.md" }, { "slug": "corporate-training-designer", "name": "Corporate Training Designer", "description": "Expert in enterprise training system design and curriculum development — proficient in training needs analysis, instructional design methodology, blended learning program design, internal trainer development, leadership programs, and training effectiveness evaluation and continuous optimization.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "infra", "knowledge-management", "observability", "performance", "privacy", "reporting", "security", "training-design" ], "domains": [ "all" ], "distinguishes_from": [ "recruitment-specialist", "specialized-developer-advocate", "support-support-responder" ], "disambiguation": "Corporate training / L&D design: curriculum, learning outcomes, assessments. For external dev education use `specialized-developer-advocate`; for talent acquisition use `recruitment-specialist`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/corporate-training-designer.md" }, { "slug": "government-digital-presales-consultant", "name": "Government Digital Presales Consultant", "description": "Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solution design, bid document preparation, POC validation, compliance requirements (classified protection/cryptographic assessment/Xinchuang domestic IT), and stakeholder management — helping technical teams efficiently win government IT projects.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "authz", "coordination", "gov-tech", "implementation", "infra", "security", "strategy", "ui-design", "ux-design" ], "domains": [ "china-market", "gov-tech" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/government-digital-presales-consultant.md" }, { "slug": "healthcare-marketing-compliance", "name": "Healthcare Marketing Compliance Specialist", "description": "Expert in healthcare marketing compliance in China, proficient in the Advertising Law, Medical Advertisement Management Measures, Drug Administration Law, and related regulations — covering pharmaceuticals, medical devices, medical aesthetics, health supplements, and internet healthcare across content review, risk control, platform rule interpretation, and patient privacy protection, helping enterprises conduct effective health marketing within legal boundaries.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "authz", "education", "healthcare", "infra", "privacy", "security", "ui-design", "wechat", "xiaohongshu" ], "domains": [ "china-market", "healthcare" ], "distinguishes_from": [ "agentic-identity-trust", "government-digital-presales-consultant", "support-legal-compliance-checker" ], "disambiguation": "Healthcare marketing compliance (HIPAA / ads / PHI). For identity / zero-trust use `agentic-identity-trust`; for gov procurement use `government-digital-presales-consultant`; for general legal use `support-legal-compliance-checker`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/healthcare-marketing-compliance.md" }, { "slug": "identity-graph-operator", "name": "Identity Graph Operator", "description": "Operates a shared identity graph that multiple AI agents resolve against. Ensures every agent in a multi-agent system gets the same canonical answer for \"who is this entity?\" - deterministically, even under concurrent writes.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "api", "audit", "customer-support", "identity-engineering", "reality-check" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/identity-graph-operator.md" }, { "slug": "recruitment-specialist", "name": "Recruitment Specialist", "description": "Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent assessment frameworks, and labor law compliance. Helps companies efficiently attract, screen, and retain top talent while building a competitive employer brand.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "content-creation", "experiment-tracking", "feishu", "infra", "observability", "performance", "recruiting", "strategy", "trend-research" ], "domains": [ "all" ], "distinguishes_from": [ "corporate-training-designer", "specialized-french-consulting-market" ], "disambiguation": "Talent recruiting: sourcing, screening, interview loops, offer negotiation. For internal upskilling use `corporate-training-designer`; for French ESN consulting staffing use `specialized-french-consulting-market`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/recruitment-specialist.md" }, { "slug": "report-distribution-agent", "name": "Report Distribution Agent", "description": "AI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "ai", "automation-governance", "reporting" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/report-distribution-agent.md" }, { "slug": "sales-data-extraction-agent", "name": "Sales Data Extraction Agent", "description": "AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "ai", "data-engineering", "observability", "reporting" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/sales-data-extraction-agent.md" }, { "slug": "specialized-civil-engineer", "name": "Civil Engineer", "description": "Expert civil and structural engineer with global standards coverage — Eurocode, DIN, ACI, AISC, ASCE, AS/NZS, CSA, GB, IS, AIJ, and more. Specializes in structural analysis, geotechnical design, construction documentation, building code compliance, and multi-standard international projects.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "compliance-audit", "implementation", "observability", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/specialized-civil-engineer.md" }, { "slug": "specialized-cultural-intelligence-strategist", "name": "Cultural Intelligence Strategist", "description": "CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically across intersectional identities.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "architecture", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/specialized-cultural-intelligence-strategist.md" }, { "slug": "specialized-developer-advocate", "name": "Developer Advocate", "description": "Expert developer advocate specializing in building developer communities, creating compelling technical content, optimizing developer experience (DX), and driving platform adoption through authentic engineering engagement. Bridges product and engineering teams with external developers.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "audit", "community-building", "content-creation", "devrel", "infra", "observability", "product-management", "reporting", "technical-writing" ], "domains": [ "all" ], "distinguishes_from": [ "corporate-training-designer", "engineering-technical-writer", "marketing-content-creator" ], "disambiguation": "External developer relations: talks, demos, SDK adoption, DX feedback. For internal L&D use `corporate-training-designer`; for deep docs use `engineering-technical-writer`; for general marketing content use `marketing-content-creator`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/specialized-developer-advocate.md" }, { "slug": "specialized-french-consulting-market", "name": "French Consulting Market Navigator", "description": "Navigate the French ESN/SI freelance ecosystem — margin models, platform mechanics (Malt, collective.work), portage salarial, rate positioning, and payment cycle realities", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "french-market", "infra", "payments", "salesforce", "trend-research" ], "domains": [ "french-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/specialized-french-consulting-market.md" }, { "slug": "specialized-korean-business-navigator", "name": "Korean Business Navigator", "description": "Korean business culture for foreign professionals — 품의 decision process, nunchi reading, KakaoTalk business etiquette, hierarchy navigation, and relationship-first deal mechanics", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "korean-market", "strategy" ], "domains": [ "korean-market" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/specialized-korean-business-navigator.md" }, { "slug": "study-abroad-advisor", "name": "Study Abroad Advisor", "description": "Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore — proficient in undergraduate, master's, and PhD application strategy, school selection, essay coaching, profile enhancement, standardized test planning, visa preparation, and overseas life adaptation, helping Chinese students craft personalized end-to-end study abroad plans.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "coaching", "education", "strategy" ], "domains": [ "education" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/study-abroad-advisor.md" }, { "slug": "supply-chain-strategist", "name": "Supply Chain Strategist", "description": "Expert supply chain management and procurement strategy specialist — skilled in supplier development, strategic sourcing, quality control, and supply chain digitalization. Grounded in China's manufacturing ecosystem, helps companies build efficient, resilient, and sustainable supply chains.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "c-cpp", "data-science", "infra", "performance", "product-management", "qa", "recruiting", "strategy", "supply-chain", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/supply-chain-strategist.md" }, { "slug": "zk-steward", "name": "ZK Steward", "description": "Knowledge-base steward in the spirit of Niklas Luhmann's Zettelkasten. Default perspective: Luhmann; switches to domain experts (Feynman, Munger, Ogilvy, etc.) by task. Enforces atomic notes, connectivity, and validation loops. Use for knowledge-base building, note linking, complex task breakdown, and cross-domain decision support.", "category": "specialized", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "ai", "growth", "knowledge-management", "strategy", "zk-proofs" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/specialized/zk-steward.md" }, { "slug": "support-analytics-reporter", "name": "Analytics Reporter", "description": "Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decision support through data visualization and reporting.", "category": "support", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "analytics-reporting", "data-engineering", "data-science", "experiment-tracking", "growth", "ml", "observability", "qa", "reporting", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/support/support-analytics-reporter.md" }, { "slug": "support-executive-summary-generator", "name": "Executive Summary Generator", "description": "Consultant-grade AI specialist trained to think and communicate like a senior strategy consultant. Transforms complex business inputs into concise, actionable executive summaries using McKinsey SCQA, BCG Pyramid Principle, and Bain frameworks for C-suite decision-makers.", "category": "support", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "ai", "executive-summary", "next", "qa", "strategy" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/support/support-executive-summary-generator.md" }, { "slug": "support-infrastructure-maintainer", "name": "Infrastructure Maintainer", "description": "Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations management. Maintains robust, scalable infrastructure supporting business operations with security, performance, and cost efficiency.", "category": "support", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "authz", "aws", "infra", "infra-maintenance", "performance", "reliability", "security", "threat-detection", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/support/support-infrastructure-maintainer.md" }, { "slug": "support-legal-compliance-checker", "name": "Legal Compliance Checker", "description": "Expert legal and compliance specialist ensuring business operations, data handling, and content creation comply with relevant laws, regulations, and industry standards across multiple jurisdictions.", "category": "support", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "audit", "authz", "cross-border", "gdpr", "hipaa", "implementation", "legal-compliance", "performance", "privacy", "security" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/support/support-legal-compliance-checker.md" }, { "slug": "support-support-responder", "name": "Support Responder", "description": "Expert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimization. Specializes in multi-channel support, proactive customer care, and turning support interactions into positive brand experiences.", "category": "support", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "customer-support", "data-science", "knowledge-management", "observability", "performance", "qa", "template", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/support/support-support-responder.md" }, { "slug": "specialized-model-qa", "name": "Model QA Specialist", "description": "Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretability analysis, performance monitoring, and audit-grade reporting.", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "audit", "data-engineering", "ml", "multiplayer", "observability", "performance", "python", "qa", "reporting", "tracking" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/specialized-model-qa.md" }, { "slug": "testing-accessibility-auditor", "name": "Accessibility Auditor", "description": "Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design. Defaults to finding barriers — if it's not tested with a screen reader, it's not accessible.", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "a11y", "accessibility-testing", "evidence-collection", "legal-compliance", "qa", "reality-check", "regression", "ui-design", "ux-research", "web" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-accessibility-auditor.md" }, { "slug": "testing-api-tester", "name": "API Tester", "description": "Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "api-testing", "auth", "authz", "observability", "performance", "performance-testing", "qa", "security", "strategy" ], "domains": [ "all" ], "distinguishes_from": [ "testing-performance-benchmarker", "testing-test-results-analyzer", "testing-tool-evaluator" ], "disambiguation": "Functional + contract API testing (schema, auth, idempotency). For load / p95 / stress use `testing-performance-benchmarker`; for flaky-test detection use `testing-test-results-analyzer`; for tooling choice use `testing-tool-evaluator`.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-api-tester.md" }, { "slug": "testing-evidence-collector", "name": "Evidence Collector", "description": "Screenshot-obsessed, fantasy-allergic QA specialist - Default to finding 3-5 issues, requires visual proof for everything", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "fast", "tags": [ "e2e-testing", "mobile", "qa", "reality-check", "reporting" ], "domains": [ "all" ], "distinguishes_from": [ "qa-verifier", "testing-reality-checker" ], "disambiguation": "Screenshot-obsessed UI QA — requires visual proof for every claim. Use qa-verifier for logic/completeness checks; use testing-reality-checker for release-readiness certification.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-evidence-collector.md" }, { "slug": "testing-performance-benchmarker", "name": "Performance Benchmarker", "description": "Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "c-cpp", "data-science", "infra", "observability", "performance", "performance-testing", "qa", "regression", "ux-design", "web" ], "domains": [ "all" ], "distinguishes_from": [ "engineering-database-optimizer", "sre-observability" ], "disambiguation": "Explicit load/stress testing producing benchmark reports with before/after numbers. For live production perf review use sre-observability; for query-level DB tuning, engineering-database-optimizer.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-performance-benchmarker.md" }, { "slug": "testing-reality-checker", "name": "Reality Checker", "description": "Stops fantasy approvals, evidence-based certification - Default to \"NEEDS WORK\", requires overwhelming proof for production readiness", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "reasoning", "tags": [ "implementation", "observability", "performance", "qa", "reality-check", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [ "qa-verifier", "testing-evidence-collector" ], "disambiguation": "Evidence-based release-readiness certification. qa-verifier is the per-write strict gate; reality-checker is a heavier end-of-phase production-ready check.", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-reality-checker.md" }, { "slug": "testing-test-results-analyzer", "name": "Test Results Analyzer", "description": "Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionable insight generation from testing activities", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "data-science", "go", "ml", "observability", "performance", "qa", "reporting", "security", "ux-design" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-test-results-analyzer.md" }, { "slug": "testing-tool-evaluator", "name": "Tool Evaluator", "description": "Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms for business use and productivity optimization", "category": "testing", "protocol": "persona", "readonly": false, "is_background": false, "model": "inherit", "tags": [ "api", "data-science", "implementation", "observability", "performance", "performance-testing", "qa", "security", "ux-design", "ux-research" ], "domains": [ "all" ], "distinguishes_from": [], "disambiguation": "", "version": "1.0.0", "updated_at": "2026-04-23", "deprecated": false, "path": "agents/testing/testing-tool-evaluator.md" } ], "by_category": { "academic": [ "academic-anthropologist", "academic-geographer", "academic-historian", "academic-narratologist", "academic-psychologist" ], "design": [ "design-brand-guardian", "design-image-prompt-engineer", "design-inclusive-visuals-specialist", "design-ui-designer", "design-ux-architect", "design-ux-researcher", "design-visual-storyteller", "design-whimsy-injector" ], "engineering": [ "automation-governance-architect", "blockchain-security-auditor", "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-analytical-olap-engineer", "engineering-autonomous-optimization-architect", "engineering-backend-architect", "engineering-cloud-finops", "engineering-cms-developer", "engineering-code-reviewer", "engineering-cross-repo-refactor-specialist", "engineering-cve-triage-analyst", "engineering-data-engineer", "engineering-database-optimizer", "engineering-debug-specialist", "engineering-devops-automator", "engineering-email-intelligence-engineer", "engineering-embedded-firmware-engineer", "engineering-event-driven-architect", "engineering-feishu-integration-developer", "engineering-filament-optimization-specialist", "engineering-frontend-developer", "engineering-git-workflow-master", "engineering-graphql-grpc-architect", "engineering-incident-response-commander", "engineering-inference-economics-optimizer", "engineering-laravel-livewire-specialist", "engineering-llm-evaluation-harness", "engineering-migration-engineer", "engineering-minimal-change-engineer", "engineering-mobile-app-builder", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "engineering-rapid-prototyper", "engineering-security-engineer", "engineering-software-architect", "engineering-solidity-smart-contract-engineer", "engineering-sre", "engineering-technical-writer", "engineering-threat-detection-engineer", "engineering-wechat-mini-program-developer", "lsp-index-engineer", "specialized-document-generator", "specialized-mcp-builder", "specialized-salesforce-architect", "specialized-workflow-architect" ], "finance": [ "accounts-payable-agent", "finance-bookkeeper-controller", "finance-financial-analyst", "finance-fpa-analyst", "finance-investment-researcher", "finance-tax-strategist" ], "game-development": [ "blender-addon-engineer", "game-audio-engineer", "game-designer", "godot-gameplay-scripter", "godot-multiplayer-engineer", "godot-shader-developer", "level-designer", "narrative-designer", "roblox-avatar-creator", "roblox-experience-designer", "roblox-systems-scripter", "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer", "unity-shader-graph-artist", "unreal-multiplayer-architect", "unreal-systems-engineer", "unreal-technical-artist", "unreal-world-builder" ], "marketing": [ "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-app-store-optimizer", "marketing-baidu-seo-specialist", "marketing-bilibili-content-strategist", "marketing-book-co-author", "marketing-carousel-growth-engine", "marketing-china-ecommerce-operator", "marketing-china-market-localization-strategist", "marketing-content-creator", "marketing-cross-border-ecommerce", "marketing-douyin-strategist", "marketing-growth-hacker", "marketing-instagram-curator", "marketing-kuaishou-strategist", "marketing-linkedin-content-creator", "marketing-livestream-commerce-coach", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-reddit-community-builder", "marketing-seo-specialist", "marketing-short-video-editing-coach", "marketing-social-media-strategist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-video-optimization-specialist", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist" ], "orchestration": [ "agents-orchestrator", "repo-scout" ], "paid-media": [ "paid-media-auditor", "paid-media-creative-strategist", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-programmatic-buyer", "paid-media-search-query-analyst", "paid-media-tracking-specialist" ], "product": [ "product-behavioral-nudge-engine", "product-feedback-synthesizer", "product-manager", "product-sprint-prioritizer", "product-trend-researcher" ], "project-management": [ "project-management-experiment-tracker", "project-management-jira-workflow-steward", "project-management-laravel-pm", "project-management-project-shepherd", "project-management-studio-operations", "project-management-studio-producer", "project-management-workflow-optimizer" ], "review": [ "bg-regression-runner", "code-quality-auditor", "qa-verifier", "security-reviewer", "sre-observability", "wcag-a11y-gate" ], "sales": [ "sales-account-strategist", "sales-coach", "sales-deal-strategist", "sales-discovery-coach", "sales-engineer", "sales-outbound-strategist", "sales-pipeline-analyst", "sales-proposal-strategist" ], "spatial-computing": [ "macos-spatial-metal-engineer", "terminal-integration-specialist", "visionos-spatial-engineer", "xr-cockpit-interaction-specialist", "xr-immersive-developer", "xr-interface-architect" ], "specialized": [ "agentic-identity-trust", "compliance-auditor", "corporate-training-designer", "government-digital-presales-consultant", "healthcare-marketing-compliance", "identity-graph-operator", "recruitment-specialist", "report-distribution-agent", "sales-data-extraction-agent", "specialized-civil-engineer", "specialized-cultural-intelligence-strategist", "specialized-developer-advocate", "specialized-french-consulting-market", "specialized-korean-business-navigator", "study-abroad-advisor", "supply-chain-strategist", "zk-steward" ], "support": [ "support-analytics-reporter", "support-executive-summary-generator", "support-infrastructure-maintainer", "support-legal-compliance-checker", "support-support-responder" ], "testing": [ "specialized-model-qa", "testing-accessibility-auditor", "testing-api-tester", "testing-evidence-collector", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator" ] }, "by_tag": { "a11y": [ "design-brand-guardian", "design-ui-designer", "design-ux-architect", "design-visual-storyteller", "design-whimsy-injector", "engineering-cms-developer", "terminal-integration-specialist", "testing-accessibility-auditor", "wcag-a11y-gate" ], "academic": [ "academic-anthropologist", "academic-geographer", "academic-historian", "academic-narratologist", "academic-psychologist" ], "accessibility-testing": [ "engineering-cms-developer", "engineering-frontend-developer", "testing-accessibility-auditor" ], "account-expansion": [ "sales-account-strategist" ], "aeo": [ "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist" ], "ai": [ "accounts-payable-agent", "agentic-identity-trust", "design-image-prompt-engineer", "design-inclusive-visuals-specialist", "design-ux-architect", "design-visual-storyteller", "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-autonomous-optimization-architect", "engineering-email-intelligence-engineer", "engineering-inference-economics-optimizer", "engineering-laravel-livewire-specialist", "engineering-llm-evaluation-harness", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "identity-graph-operator", "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-short-video-editing-coach", "project-management-laravel-pm", "report-distribution-agent", "sales-data-extraction-agent", "specialized-mcp-builder", "support-executive-summary-generator", "zk-steward" ], "analytical-db": [ "engineering-analytical-olap-engineer" ], "analytics-reporting": [ "engineering-data-engineer", "engineering-devops-automator", "finance-financial-analyst", "marketing-social-media-strategist", "project-management-workflow-optimizer", "support-analytics-reporter" ], "android": [ "engineering-mobile-app-builder", "marketing-app-store-optimizer" ], "angular": [ "engineering-frontend-developer", "engineering-migration-engineer" ], "anthropology": [ "academic-anthropologist" ], "api": [ "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-autonomous-optimization-architect", "engineering-backend-architect", "engineering-cms-developer", "engineering-cross-repo-refactor-specialist", "engineering-email-intelligence-engineer", "engineering-feishu-integration-developer", "engineering-graphql-grpc-architect", "engineering-rapid-prototyper", "engineering-security-engineer", "engineering-technical-writer", "engineering-threat-detection-engineer", "engineering-wechat-mini-program-developer", "godot-gameplay-scripter", "identity-graph-operator", "marketing-carousel-growth-engine", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-tracking-specialist", "product-manager", "specialized-developer-advocate", "specialized-mcp-builder", "specialized-workflow-architect", "terminal-integration-specialist", "testing-api-tester", "testing-tool-evaluator", "unity-editor-tool-developer", "unity-shader-graph-artist", "unreal-multiplayer-architect", "unreal-systems-engineer" ], "api-testing": [ "specialized-workflow-architect", "testing-api-tester" ], "ar": [ "finance-bookkeeper-controller", "xr-immersive-developer", "xr-interface-architect" ], "architecture": [ "academic-geographer", "automation-governance-architect", "code-quality-auditor", "corporate-training-designer", "design-brand-guardian", "design-inclusive-visuals-specialist", "design-ui-designer", "design-ux-architect", "design-whimsy-injector", "engineering-analytical-olap-engineer", "engineering-backend-architect", "engineering-cloud-finops", "engineering-cms-developer", "engineering-cross-repo-refactor-specialist", "engineering-data-engineer", "engineering-event-driven-architect", "engineering-graphql-grpc-architect", "engineering-inference-economics-optimizer", "engineering-migration-engineer", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "engineering-security-engineer", "engineering-software-architect", "engineering-solidity-smart-contract-engineer", "engineering-wechat-mini-program-developer", "game-audio-engineer", "godot-gameplay-scripter", "government-digital-presales-consultant", "level-designer", "marketing-linkedin-content-creator", "marketing-private-domain-operator", "marketing-seo-specialist", "marketing-wechat-official-account", "narrative-designer", "paid-media-ppc-strategist", "paid-media-search-query-analyst", "paid-media-tracking-specialist", "recruitment-specialist", "repo-scout", "roblox-systems-scripter", "sales-engineer", "sales-pipeline-analyst", "sales-proposal-strategist", "specialized-cultural-intelligence-strategist", "specialized-salesforce-architect", "unity-architect", "unreal-multiplayer-architect", "unreal-systems-engineer" ], "aso": [ "engineering-mobile-app-builder", "marketing-app-store-optimizer" ], "audit": [ "accounts-payable-agent", "agentic-identity-trust", "blockchain-security-auditor", "code-quality-auditor", "compliance-auditor", "engineering-ai-data-remediation-engineer", "engineering-backend-architect", "engineering-cloud-finops", "engineering-cve-triage-analyst", "engineering-debug-specialist", "engineering-email-intelligence-engineer", "finance-bookkeeper-controller", "finance-fpa-analyst", "finance-tax-strategist", "godot-multiplayer-engineer", "healthcare-marketing-compliance", "identity-graph-operator", "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-baidu-seo-specialist", "marketing-seo-specialist", "paid-media-auditor", "project-management-jira-workflow-steward", "roblox-systems-scripter", "security-reviewer", "specialized-developer-advocate", "specialized-model-qa", "support-infrastructure-maintainer", "support-legal-compliance-checker", "unreal-multiplayer-architect", "unreal-technical-artist", "wcag-a11y-gate" ], "auth": [ "agentic-identity-trust", "engineering-feishu-integration-developer", "engineering-rapid-prototyper", "engineering-technical-writer", "engineering-wechat-mini-program-developer", "project-management-jira-workflow-steward", "security-reviewer", "specialized-mcp-builder", "specialized-workflow-architect", "testing-api-tester" ], "authz": [ "agentic-identity-trust", "blockchain-security-auditor", "compliance-auditor", "engineering-backend-architect", "engineering-devops-automator", "engineering-feishu-integration-developer", "engineering-rag-pipeline-architect", "engineering-security-engineer", "engineering-solidity-smart-contract-engineer", "engineering-wechat-mini-program-developer", "finance-bookkeeper-controller", "government-digital-presales-consultant", "healthcare-marketing-compliance", "security-reviewer", "support-infrastructure-maintainer", "support-legal-compliance-checker", "testing-api-tester" ], "automation-governance": [ "automation-governance-architect", "project-management-workflow-optimizer", "report-distribution-agent" ], "aws": [ "engineering-cloud-finops", "support-infrastructure-maintainer" ], "azure": [ "engineering-cloud-finops", "engineering-data-engineer" ], "backend": [ "engineering-analytical-olap-engineer", "engineering-backend-architect", "engineering-cross-repo-refactor-specialist", "engineering-debug-specialist", "engineering-event-driven-architect", "engineering-graphql-grpc-architect", "engineering-laravel-livewire-specialist", "engineering-migration-engineer", "engineering-opentelemetry-lead", "paid-media-tracking-specialist", "roblox-systems-scripter", "specialized-workflow-architect", "unity-multiplayer-engineer", "unreal-multiplayer-architect" ], "baidu": [ "marketing-baidu-seo-specialist" ], "banking": [ "finance-bookkeeper-controller" ], "behavioral-design": [ "product-behavioral-nudge-engine" ], "bilibili": [ "marketing-bilibili-content-strategist", "marketing-china-market-localization-strategist", "marketing-short-video-editing-coach" ], "blender": [ "blender-addon-engineer", "roblox-avatar-creator" ], "blockchain": [ "blockchain-security-auditor", "unreal-world-builder" ], "book-authoring": [ "marketing-book-co-author" ], "bookkeeping": [ "finance-bookkeeper-controller" ], "bootstrap": [ "engineering-data-engineer" ], "brand-design": [ "design-brand-guardian", "design-ui-designer", "marketing-app-store-optimizer", "marketing-bilibili-content-strategist", "marketing-cross-border-ecommerce", "marketing-instagram-curator", "marketing-social-media-strategist", "marketing-weibo-strategist", "project-management-studio-producer", "unity-shader-graph-artist" ], "c-cpp": [ "narrative-designer", "supply-chain-strategist", "testing-performance-benchmarker", "unreal-multiplayer-architect", "unreal-systems-engineer" ], "caching": [ "engineering-feishu-integration-developer", "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-security-engineer", "lsp-index-engineer", "sre-observability" ], "china-market": [ "marketing-baidu-seo-specialist", "marketing-china-market-localization-strategist" ], "cms": [ "engineering-cms-developer" ], "coaching": [ "sales-coach", "sales-pipeline-analyst", "study-abroad-advisor" ], "cockpit": [ "xr-cockpit-interaction-specialist" ], "community-building": [ "design-whimsy-injector", "marketing-content-creator", "marketing-kuaishou-strategist", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-reddit-community-builder", "marketing-social-media-strategist", "marketing-twitter-engager", "marketing-xiaohongshu-specialist", "specialized-developer-advocate" ], "compliance-audit": [ "agentic-identity-trust", "compliance-auditor", "engineering-cve-triage-analyst", "specialized-civil-engineer" ], "content-creation": [ "design-visual-storyteller", "marketing-ai-citation-strategist", "marketing-baidu-seo-specialist", "marketing-bilibili-content-strategist", "marketing-book-co-author", "marketing-china-market-localization-strategist", "marketing-content-creator", "marketing-cross-border-ecommerce", "marketing-instagram-curator", "marketing-kuaishou-strategist", "marketing-linkedin-content-creator", "marketing-podcast-strategist", "marketing-reddit-community-builder", "marketing-seo-specialist", "marketing-social-media-strategist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "paid-media-creative-strategist", "project-management-studio-producer", "recruitment-specialist", "specialized-developer-advocate" ], "coordination": [ "engineering-incident-response-commander", "government-digital-presales-consultant", "marketing-reddit-community-builder", "product-sprint-prioritizer", "project-management-project-shepherd", "project-management-studio-operations" ], "cross-border": [ "finance-tax-strategist", "marketing-cross-border-ecommerce", "support-legal-compliance-checker" ], "customer-support": [ "identity-graph-operator", "marketing-china-ecommerce-operator", "marketing-china-market-localization-strategist", "marketing-cross-border-ecommerce", "marketing-kuaishou-strategist", "marketing-private-domain-operator", "support-support-responder" ], "data-engineering": [ "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-analytical-olap-engineer", "engineering-backend-architect", "engineering-data-engineer", "engineering-email-intelligence-engineer", "engineering-migration-engineer", "engineering-rag-pipeline-architect", "finance-financial-analyst", "finance-fpa-analyst", "sales-data-extraction-agent", "specialized-model-qa", "support-analytics-reporter" ], "data-science": [ "design-ux-researcher", "engineering-llm-evaluation-harness", "finance-investment-researcher", "marketing-bilibili-content-strategist", "marketing-carousel-growth-engine", "marketing-china-ecommerce-operator", "marketing-growth-hacker", "marketing-livestream-commerce-coach", "product-feedback-synthesizer", "product-trend-researcher", "project-management-experiment-tracker", "project-management-workflow-optimizer", "supply-chain-strategist", "support-analytics-reporter", "support-support-responder", "testing-performance-benchmarker", "testing-test-results-analyzer", "testing-tool-evaluator" ], "database-design": [ "engineering-backend-architect", "engineering-database-optimizer", "engineering-security-engineer", "specialized-mcp-builder", "sre-observability" ], "deal-strategy": [ "sales-coach", "sales-deal-strategist", "sales-pipeline-analyst" ], "defi": [ "blockchain-security-auditor", "engineering-solidity-smart-contract-engineer" ], "design": [ "design-brand-guardian", "design-image-prompt-engineer", "design-inclusive-visuals-specialist", "design-ui-designer", "design-ux-architect", "design-ux-researcher", "design-visual-storyteller", "design-whimsy-injector" ], "devops": [ "engineering-devops-automator" ], "devrel": [ "specialized-developer-advocate" ], "discovery-selling": [ "sales-discovery-coach" ], "document-generation": [ "engineering-security-engineer", "specialized-document-generator" ], "douyin": [ "marketing-china-market-localization-strategist", "marketing-douyin-strategist", "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach", "marketing-short-video-editing-coach" ], "drupal": [ "engineering-cms-developer" ], "e2e-testing": [ "engineering-devops-automator", "engineering-frontend-developer", "marketing-carousel-growth-engine", "testing-evidence-collector" ], "ecommerce": [ "marketing-china-ecommerce-operator", "marketing-cross-border-ecommerce", "marketing-livestream-commerce-coach" ], "education": [ "healthcare-marketing-compliance", "study-abroad-advisor" ], "embedded": [ "engineering-embedded-firmware-engineer" ], "ethereum": [ "engineering-solidity-smart-contract-engineer" ], "event-driven": [ "engineering-backend-architect", "engineering-event-driven-architect", "engineering-graphql-grpc-architect", "unity-architect" ], "evidence-collection": [ "qa-verifier", "testing-accessibility-auditor" ], "executive-summary": [ "support-executive-summary-generator" ], "experiment-tracking": [ "design-ux-researcher", "engineering-ai-engineer", "engineering-autonomous-optimization-architect", "engineering-mobile-app-builder", "engineering-rapid-prototyper", "engineering-technical-writer", "engineering-wechat-mini-program-developer", "marketing-app-store-optimizer", "marketing-bilibili-content-strategist", "marketing-carousel-growth-engine", "marketing-china-ecommerce-operator", "marketing-content-creator", "marketing-cross-border-ecommerce", "marketing-growth-hacker", "marketing-private-domain-operator", "marketing-short-video-editing-coach", "marketing-social-media-strategist", "marketing-twitter-engager", "marketing-video-optimization-specialist", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "paid-media-creative-strategist", "product-feedback-synthesizer", "product-sprint-prioritizer", "project-management-experiment-tracker", "recruitment-specialist", "roblox-experience-designer", "specialized-salesforce-architect", "support-analytics-reporter" ], "feedback-analysis": [ "design-ux-researcher", "engineering-frontend-developer", "engineering-mobile-app-builder", "engineering-rapid-prototyper", "engineering-technical-writer", "product-feedback-synthesizer", "project-management-workflow-optimizer" ], "feishu": [ "engineering-feishu-integration-developer", "recruitment-specialist" ], "finance-tracking": [ "engineering-devops-automator", "engineering-email-intelligence-engineer", "paid-media-ppc-strategist" ], "finops": [ "engineering-cloud-finops", "engineering-inference-economics-optimizer", "project-management-studio-operations", "project-management-studio-producer" ], "fpa": [ "finance-financial-analyst", "finance-fpa-analyst" ], "french-market": [ "specialized-french-consulting-market" ], "frontend": [ "engineering-frontend-developer", "engineering-graphql-grpc-architect", "engineering-laravel-livewire-specialist", "engineering-mobile-app-builder", "unity-multiplayer-engineer", "wcag-a11y-gate" ], "fullstack": [ "engineering-feishu-integration-developer", "engineering-laravel-livewire-specialist", "marketing-china-market-localization-strategist" ], "game-audio": [ "game-audio-engineer", "macos-spatial-metal-engineer" ], "game-design": [ "game-designer", "roblox-avatar-creator" ], "gamedev": [ "blender-addon-engineer", "game-audio-engineer", "game-designer", "godot-gameplay-scripter", "godot-multiplayer-engineer", "godot-shader-developer", "level-designer", "narrative-designer", "roblox-avatar-creator", "roblox-experience-designer", "roblox-systems-scripter", "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer", "unity-shader-graph-artist", "unreal-multiplayer-architect", "unreal-systems-engineer", "unreal-technical-artist", "unreal-world-builder" ], "gcp": [ "engineering-ai-engineer", "engineering-cloud-finops" ], "gdpr": [ "support-legal-compliance-checker" ], "gdscript": [ "godot-gameplay-scripter", "godot-multiplayer-engineer" ], "geography": [ "academic-geographer" ], "git": [ "engineering-git-workflow-master", "project-management-jira-workflow-steward", "specialized-workflow-architect" ], "glsl": [ "godot-shader-developer" ], "go": [ "marketing-short-video-editing-coach", "testing-test-results-analyzer" ], "godot": [ "godot-gameplay-scripter", "godot-multiplayer-engineer", "godot-shader-developer" ], "gov-tech": [ "government-digital-presales-consultant" ], "graphql": [ "engineering-graphql-grpc-architect" ], "growth": [ "finance-financial-analyst", "finance-investment-researcher", "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-app-store-optimizer", "marketing-baidu-seo-specialist", "marketing-bilibili-content-strategist", "marketing-book-co-author", "marketing-carousel-growth-engine", "marketing-china-ecommerce-operator", "marketing-china-market-localization-strategist", "marketing-content-creator", "marketing-cross-border-ecommerce", "marketing-douyin-strategist", "marketing-growth-hacker", "marketing-instagram-curator", "marketing-kuaishou-strategist", "marketing-linkedin-content-creator", "marketing-livestream-commerce-coach", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-reddit-community-builder", "marketing-seo-specialist", "marketing-short-video-editing-coach", "marketing-social-media-strategist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-video-optimization-specialist", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist", "product-trend-researcher", "project-management-studio-producer", "sales-account-strategist", "support-analytics-reporter", "zk-steward" ], "grpc": [ "engineering-graphql-grpc-architect" ], "healthcare": [ "healthcare-marketing-compliance" ], "hipaa": [ "compliance-auditor", "support-legal-compliance-checker" ], "historical-analysis": [ "academic-historian" ], "hlsl": [ "unity-shader-graph-artist" ], "identity-engineering": [ "agentic-identity-trust", "identity-graph-operator" ], "implementation": [ "automation-governance-architect", "design-brand-guardian", "design-ui-designer", "design-ux-architect", "design-whimsy-injector", "engineering-cms-developer", "engineering-cross-repo-refactor-specialist", "engineering-debug-specialist", "engineering-frontend-developer", "engineering-laravel-livewire-specialist", "engineering-migration-engineer", "engineering-opentelemetry-lead", "engineering-rapid-prototyper", "finance-tax-strategist", "game-audio-engineer", "game-designer", "godot-shader-developer", "government-digital-presales-consultant", "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "paid-media-tracking-specialist", "project-management-experiment-tracker", "project-management-laravel-pm", "project-management-workflow-optimizer", "sales-engineer", "specialized-civil-engineer", "specialized-workflow-architect", "support-legal-compliance-checker", "testing-reality-checker", "testing-tool-evaluator", "unreal-multiplayer-architect", "visionos-spatial-engineer" ], "incident-response": [ "engineering-debug-specialist", "engineering-incident-response-commander" ], "infra": [ "agentic-identity-trust", "corporate-training-designer", "engineering-backend-architect", "engineering-cloud-finops", "engineering-data-engineer", "engineering-devops-automator", "engineering-event-driven-architect", "engineering-feishu-integration-developer", "engineering-mobile-app-builder", "engineering-wechat-mini-program-developer", "game-audio-engineer", "government-digital-presales-consultant", "healthcare-marketing-compliance", "marketing-ai-citation-strategist", "marketing-bilibili-content-strategist", "marketing-china-ecommerce-operator", "marketing-douyin-strategist", "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-short-video-editing-coach", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist", "paid-media-paid-social-strategist", "product-trend-researcher", "project-management-jira-workflow-steward", "recruitment-specialist", "roblox-experience-designer", "roblox-systems-scripter", "sales-account-strategist", "specialized-developer-advocate", "specialized-french-consulting-market", "specialized-salesforce-architect", "supply-chain-strategist", "support-infrastructure-maintainer", "technical-artist", "testing-performance-benchmarker", "unity-shader-graph-artist", "unreal-world-builder" ], "infra-maintenance": [ "engineering-autonomous-optimization-architect", "engineering-devops-automator", "support-infrastructure-maintainer" ], "instagram": [ "marketing-carousel-growth-engine", "marketing-instagram-curator", "paid-media-paid-social-strategist" ], "investment-research": [ "finance-investment-researcher" ], "ios": [ "engineering-mobile-app-builder", "marketing-app-store-optimizer", "terminal-integration-specialist" ], "javascript": [ "design-ux-architect", "marketing-agentic-search-optimizer" ], "jira-workflow": [ "project-management-jira-workflow-steward" ], "kafka": [ "engineering-data-engineer", "engineering-event-driven-architect" ], "knowledge-management": [ "corporate-training-designer", "engineering-incident-response-commander", "marketing-carousel-growth-engine", "project-management-experiment-tracker", "support-support-responder", "zk-steward" ], "korean-market": [ "specialized-korean-business-navigator" ], "kuaishou": [ "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach" ], "legal-compliance": [ "finance-investment-researcher", "marketing-social-media-strategist", "support-legal-compliance-checker", "testing-accessibility-auditor" ], "level-design": [ "level-designer" ], "linkedin": [ "marketing-linkedin-content-creator", "marketing-social-media-strategist", "paid-media-paid-social-strategist", "paid-media-tracking-specialist", "sales-outbound-strategist" ], "livestream-commerce": [ "marketing-china-ecommerce-operator", "marketing-cross-border-ecommerce", "marketing-douyin-strategist", "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach", "marketing-weibo-strategist" ], "llm": [ "design-image-prompt-engineer", "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-rag-pipeline-architect" ], "llm-eval": [ "engineering-llm-evaluation-harness", "engineering-rag-pipeline-architect" ], "localization": [ "marketing-app-store-optimizer", "marketing-china-market-localization-strategist" ], "luau": [ "roblox-systems-scripter" ], "marketplace": [ "roblox-avatar-creator" ], "mcp": [ "marketing-agentic-search-optimizer", "specialized-mcp-builder" ], "metal": [ "macos-spatial-metal-engineer" ], "microservices": [ "engineering-backend-architect", "engineering-software-architect" ], "minimal-change": [ "code-quality-auditor", "engineering-minimal-change-engineer" ], "ml": [ "engineering-ai-engineer", "engineering-devops-automator", "engineering-threat-detection-engineer", "finance-financial-analyst", "product-trend-researcher", "project-management-experiment-tracker", "specialized-model-qa", "support-analytics-reporter", "technical-artist", "testing-test-results-analyzer" ], "mobile": [ "design-ui-designer", "design-ux-architect", "engineering-graphql-grpc-architect", "engineering-mobile-app-builder", "godot-shader-developer", "marketing-baidu-seo-specialist", "technical-artist", "testing-evidence-collector", "unity-shader-graph-artist", "unreal-technical-artist" ], "mongodb": [ "engineering-migration-engineer" ], "multiplayer": [ "godot-multiplayer-engineer", "specialized-model-qa", "unity-multiplayer-engineer", "unreal-multiplayer-architect", "unreal-systems-engineer" ], "mysql": [ "engineering-database-optimizer" ], "narrative-design": [ "narrative-designer" ], "narratology": [ "academic-narratologist", "narrative-designer" ], "next": [ "design-ux-researcher", "engineering-incident-response-commander", "engineering-rapid-prototyper", "engineering-technical-writer", "marketing-book-co-author", "marketing-carousel-growth-engine", "product-manager", "roblox-experience-designer", "sales-account-strategist", "sales-coach", "sales-deal-strategist", "sales-discovery-coach", "sales-pipeline-analyst", "support-executive-summary-generator" ], "nft": [ "blockchain-security-auditor" ], "node": [ "engineering-cms-developer", "engineering-email-intelligence-engineer", "engineering-feishu-integration-developer", "engineering-migration-engineer", "godot-gameplay-scripter", "godot-multiplayer-engineer", "godot-shader-developer", "lsp-index-engineer", "macos-spatial-metal-engineer", "narrative-designer", "specialized-document-generator", "unity-shader-graph-artist" ], "observability": [ "corporate-training-designer", "design-ux-researcher", "engineering-ai-engineer", "engineering-cloud-finops", "engineering-data-engineer", "engineering-debug-specialist", "engineering-event-driven-architect", "engineering-filament-optimization-specialist", "engineering-incident-response-commander", "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "engineering-rapid-prototyper", "engineering-sre", "engineering-threat-detection-engineer", "finance-financial-analyst", "finance-investment-researcher", "marketing-douyin-strategist", "marketing-instagram-curator", "marketing-livestream-commerce-coach", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-seo-specialist", "marketing-zhihu-strategist", "paid-media-tracking-specialist", "product-feedback-synthesizer", "product-manager", "product-sprint-prioritizer", "project-management-experiment-tracker", "project-management-studio-operations", "project-management-studio-producer", "project-management-workflow-optimizer", "recruitment-specialist", "sales-account-strategist", "sales-data-extraction-agent", "sales-deal-strategist", "sales-pipeline-analyst", "sales-proposal-strategist", "specialized-civil-engineer", "specialized-developer-advocate", "specialized-model-qa", "sre-observability", "support-analytics-reporter", "support-support-responder", "technical-artist", "testing-api-tester", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator" ], "observability-instrumentation": [ "engineering-opentelemetry-lead", "project-management-experiment-tracker" ], "open-world": [ "unreal-technical-artist", "unreal-world-builder" ], "orchestration": [ "agents-orchestrator", "repo-scout" ], "outbound": [ "paid-media-paid-social-strategist", "sales-outbound-strategist" ], "owasp": [ "engineering-security-engineer", "security-reviewer" ], "paid-audit": [ "marketing-bilibili-content-strategist", "marketing-weibo-strategist", "paid-media-auditor" ], "paid-social": [ "paid-media-paid-social-strategist" ], "payments": [ "accounts-payable-agent", "engineering-wechat-mini-program-developer", "finance-bookkeeper-controller", "marketing-livestream-commerce-coach", "specialized-french-consulting-market", "specialized-workflow-architect" ], "pci": [ "compliance-auditor" ], "performance": [ "corporate-training-designer", "engineering-ai-engineer", "engineering-analytical-olap-engineer", "engineering-autonomous-optimization-architect", "engineering-code-reviewer", "engineering-database-optimizer", "engineering-debug-specialist", "engineering-frontend-developer", "engineering-graphql-grpc-architect", "engineering-laravel-livewire-specialist", "engineering-mobile-app-builder", "engineering-wechat-mini-program-developer", "finance-fpa-analyst", "game-audio-engineer", "godot-gameplay-scripter", "godot-shader-developer", "lsp-index-engineer", "macos-spatial-metal-engineer", "marketing-app-store-optimizer", "marketing-china-ecommerce-operator", "marketing-content-creator", "marketing-instagram-curator", "marketing-seo-specialist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist", "paid-media-auditor", "paid-media-creative-strategist", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-search-query-analyst", "product-sprint-prioritizer", "project-management-studio-operations", "project-management-studio-producer", "project-management-workflow-optimizer", "recruitment-specialist", "sales-coach", "sales-engineer", "specialized-model-qa", "sre-observability", "supply-chain-strategist", "support-infrastructure-maintainer", "support-legal-compliance-checker", "support-support-responder", "technical-artist", "testing-api-tester", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator", "unity-architect", "unity-shader-graph-artist", "unreal-systems-engineer", "unreal-technical-artist", "unreal-world-builder" ], "performance-testing": [ "engineering-autonomous-optimization-architect", "marketing-xiaohongshu-specialist", "sales-engineer", "testing-api-tester", "testing-performance-benchmarker", "testing-tool-evaluator" ], "php": [ "engineering-cms-developer", "engineering-filament-optimization-specialist", "engineering-laravel-livewire-specialist", "lsp-index-engineer", "project-management-laravel-pm" ], "pipeline-analysis": [ "finance-financial-analyst", "finance-fpa-analyst", "finance-investment-researcher", "sales-coach", "sales-deal-strategist", "sales-pipeline-analyst" ], "postgres": [ "engineering-analytical-olap-engineer", "engineering-database-optimizer", "engineering-migration-engineer" ], "ppc": [ "marketing-cross-border-ecommerce", "paid-media-auditor", "paid-media-creative-strategist", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-programmatic-buyer", "paid-media-search-query-analyst", "paid-media-tracking-specialist" ], "prioritization": [ "product-feedback-synthesizer", "product-sprint-prioritizer", "product-trend-researcher" ], "privacy": [ "corporate-training-designer", "engineering-ai-data-remediation-engineer", "engineering-email-intelligence-engineer", "engineering-opentelemetry-lead", "engineering-wechat-mini-program-developer", "healthcare-marketing-compliance", "paid-media-tracking-specialist", "support-legal-compliance-checker" ], "product-management": [ "engineering-threat-detection-engineer", "product-manager", "product-sprint-prioritizer", "project-management-workflow-optimizer", "specialized-developer-advocate", "supply-chain-strategist" ], "programmatic": [ "paid-media-creative-strategist", "paid-media-programmatic-buyer" ], "project-planning": [ "agents-orchestrator", "project-management-laravel-pm", "project-management-project-shepherd", "project-management-studio-producer" ], "prompt-design": [ "design-image-prompt-engineer", "design-inclusive-visuals-specialist", "engineering-ai-data-remediation-engineer", "engineering-ai-engineer" ], "proposal-writing": [ "sales-proposal-strategist" ], "psychology": [ "academic-psychologist", "game-designer", "product-behavioral-nudge-engine" ], "python": [ "agentic-identity-trust", "blender-addon-engineer", "engineering-ai-data-remediation-engineer", "engineering-data-engineer", "engineering-email-intelligence-engineer", "engineering-migration-engineer", "specialized-document-generator", "specialized-mcp-builder", "specialized-model-qa", "technical-artist" ], "qa": [ "bg-regression-runner", "design-ui-designer", "engineering-code-reviewer", "engineering-filament-optimization-specialist", "engineering-laravel-livewire-specialist", "engineering-llm-evaluation-harness", "marketing-carousel-growth-engine", "product-feedback-synthesizer", "product-trend-researcher", "project-management-experiment-tracker", "project-management-project-shepherd", "qa-verifier", "specialized-model-qa", "specialized-workflow-architect", "supply-chain-strategist", "support-analytics-reporter", "support-executive-summary-generator", "support-support-responder", "testing-accessibility-auditor", "testing-api-tester", "testing-evidence-collector", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator", "unity-editor-tool-developer" ], "query-optimization": [ "engineering-database-optimizer", "specialized-salesforce-architect", "sre-observability" ], "rag": [ "engineering-rag-pipeline-architect" ], "rails": [ "accounts-payable-agent" ], "react": [ "engineering-frontend-developer" ], "reality-check": [ "identity-graph-operator", "qa-verifier", "specialized-workflow-architect", "testing-accessibility-auditor", "testing-evidence-collector", "testing-reality-checker" ], "recruiting": [ "recruitment-specialist", "supply-chain-strategist" ], "reddit": [ "marketing-reddit-community-builder" ], "refactoring": [ "code-quality-auditor", "engineering-cross-repo-refactor-specialist", "engineering-minimal-change-engineer" ], "regression": [ "bg-regression-runner", "engineering-debug-specialist", "engineering-email-intelligence-engineer", "engineering-llm-evaluation-harness", "game-audio-engineer", "project-management-jira-workflow-steward", "qa-verifier", "testing-accessibility-auditor", "testing-performance-benchmarker" ], "reliability": [ "automation-governance-architect", "engineering-data-engineer", "engineering-event-driven-architect", "engineering-incident-response-commander", "engineering-sre", "sre-observability", "support-infrastructure-maintainer" ], "reporting": [ "corporate-training-designer", "engineering-analytical-olap-engineer", "engineering-cross-repo-refactor-specialist", "engineering-devops-automator", "engineering-incident-response-commander", "finance-bookkeeper-controller", "finance-tax-strategist", "marketing-seo-specialist", "project-management-project-shepherd", "project-management-studio-operations", "report-distribution-agent", "sales-account-strategist", "sales-data-extraction-agent", "sales-pipeline-analyst", "specialized-developer-advocate", "specialized-model-qa", "support-analytics-reporter", "testing-evidence-collector", "testing-test-results-analyzer" ], "review": [ "bg-regression-runner", "code-quality-auditor", "qa-verifier", "security-reviewer", "sre-observability", "wcag-a11y-gate" ], "roblox": [ "roblox-avatar-creator", "roblox-experience-designer", "roblox-systems-scripter" ], "saas": [ "engineering-inference-economics-optimizer", "product-manager" ], "sales-coaching": [ "sales-coach", "sales-pipeline-analyst" ], "sales-engineering": [ "sales-engineer" ], "salesforce": [ "specialized-french-consulting-market", "specialized-salesforce-architect" ], "scaling": [ "automation-governance-architect", "design-ui-designer", "engineering-email-intelligence-engineer", "engineering-event-driven-architect", "sre-observability", "unreal-technical-artist" ], "scout": [ "agents-orchestrator", "repo-scout" ], "search-analysis": [ "paid-media-search-query-analyst" ], "secrets": [ "blockchain-security-auditor", "engineering-solidity-smart-contract-engineer", "engineering-threat-detection-engineer", "project-management-jira-workflow-steward", "security-reviewer" ], "security": [ "blockchain-security-auditor", "corporate-training-designer", "engineering-autonomous-optimization-architect", "engineering-code-reviewer", "engineering-cve-triage-analyst", "engineering-security-engineer", "engineering-threat-detection-engineer", "godot-multiplayer-engineer", "government-digital-presales-consultant", "healthcare-marketing-compliance", "project-management-jira-workflow-steward", "roblox-systems-scripter", "sales-deal-strategist", "sales-engineer", "security-reviewer", "support-infrastructure-maintainer", "support-legal-compliance-checker", "testing-api-tester", "testing-test-results-analyzer", "testing-tool-evaluator" ], "seo": [ "marketing-ai-citation-strategist", "marketing-baidu-seo-specialist", "marketing-china-ecommerce-operator", "marketing-seo-specialist", "marketing-video-optimization-specialist" ], "serverless": [ "engineering-ai-data-remediation-engineer" ], "smart-contract-audit": [ "blockchain-security-auditor" ], "smart-contracts": [ "blockchain-security-auditor", "engineering-solidity-smart-contract-engineer" ], "soc2": [ "agentic-identity-trust", "compliance-auditor", "sales-engineer" ], "social-media": [ "marketing-social-media-strategist" ], "solana": [ "engineering-solidity-smart-contract-engineer" ], "solidity": [ "engineering-solidity-smart-contract-engineer" ], "sre": [ "engineering-opentelemetry-lead", "engineering-sre", "sre-observability" ], "strategy": [ "agents-orchestrator", "design-brand-guardian", "design-ux-architect", "design-visual-storyteller", "engineering-analytical-olap-engineer", "engineering-cloud-finops", "engineering-cross-repo-refactor-specialist", "engineering-cve-triage-analyst", "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-migration-engineer", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "finance-financial-analyst", "finance-fpa-analyst", "finance-tax-strategist", "government-digital-presales-consultant", "marketing-app-store-optimizer", "marketing-baidu-seo-specialist", "marketing-bilibili-content-strategist", "marketing-china-ecommerce-operator", "marketing-content-creator", "marketing-douyin-strategist", "marketing-instagram-curator", "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach", "marketing-podcast-strategist", "marketing-reddit-community-builder", "marketing-seo-specialist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-video-optimization-specialist", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist", "paid-media-auditor", "paid-media-creative-strategist", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-programmatic-buyer", "product-manager", "product-trend-researcher", "project-management-jira-workflow-steward", "project-management-studio-producer", "project-management-workflow-optimizer", "recruitment-specialist", "sales-account-strategist", "sales-coach", "sales-deal-strategist", "sales-engineer", "sales-proposal-strategist", "specialized-civil-engineer", "specialized-korean-business-navigator", "specialized-salesforce-architect", "study-abroad-advisor", "supply-chain-strategist", "support-analytics-reporter", "support-executive-summary-generator", "testing-api-tester", "zk-steward" ], "studio-ops": [ "project-management-studio-operations", "project-management-studio-producer" ], "supply-chain": [ "engineering-cve-triage-analyst", "supply-chain-strategist" ], "swift": [ "macos-spatial-metal-engineer", "terminal-integration-specialist", "visionos-spatial-engineer" ], "tax-strategy": [ "finance-tax-strategist" ], "technical-art": [ "marketing-short-video-editing-coach", "technical-artist", "unreal-technical-artist" ], "technical-writing": [ "engineering-technical-writer", "specialized-developer-advocate" ], "template": [ "marketing-agentic-search-optimizer", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-short-video-editing-coach", "support-support-responder" ], "threat-detection": [ "engineering-threat-detection-engineer", "support-infrastructure-maintainer" ], "threat-modeling": [ "agentic-identity-trust", "blockchain-security-auditor", "engineering-cve-triage-analyst", "engineering-security-engineer", "engineering-solidity-smart-contract-engineer" ], "tiktok": [ "marketing-carousel-growth-engine", "marketing-cross-border-ecommerce", "marketing-tiktok-strategist", "paid-media-paid-social-strategist" ], "tracking": [ "engineering-incident-response-commander", "engineering-rapid-prototyper", "finance-bookkeeper-controller", "macos-spatial-metal-engineer", "marketing-app-store-optimizer", "marketing-instagram-curator", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-xiaohongshu-specialist", "paid-media-auditor", "paid-media-tracking-specialist", "product-manager", "product-sprint-prioritizer", "product-trend-researcher", "project-management-experiment-tracker", "specialized-model-qa", "supply-chain-strategist" ], "training-design": [ "corporate-training-designer" ], "trend-research": [ "product-trend-researcher", "recruitment-specialist", "specialized-french-consulting-market" ], "twitter": [ "marketing-social-media-strategist", "marketing-twitter-engager" ], "typescript": [ "accounts-payable-agent", "engineering-feishu-integration-developer", "engineering-rapid-prototyper", "lsp-index-engineer", "specialized-mcp-builder" ], "ui-design": [ "design-ui-designer", "engineering-solidity-smart-contract-engineer", "government-digital-presales-consultant", "healthcare-marketing-compliance", "marketing-wechat-official-account", "specialized-mcp-builder", "testing-accessibility-auditor", "unity-editor-tool-developer", "wcag-a11y-gate", "xr-interface-architect" ], "unity": [ "godot-shader-developer", "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer", "unity-shader-graph-artist" ], "unreal": [ "unreal-multiplayer-architect", "unreal-systems-engineer", "unreal-technical-artist", "unreal-world-builder" ], "ux-design": [ "design-ui-designer", "design-ux-architect", "design-ux-researcher", "design-visual-storyteller", "design-whimsy-injector", "engineering-laravel-livewire-specialist", "engineering-mobile-app-builder", "engineering-sre", "government-digital-presales-consultant", "marketing-agentic-search-optimizer", "marketing-bilibili-content-strategist", "marketing-growth-hacker", "marketing-private-domain-operator", "marketing-wechat-official-account", "product-feedback-synthesizer", "project-management-experiment-tracker", "project-management-workflow-optimizer", "roblox-experience-designer", "specialized-cultural-intelligence-strategist", "support-infrastructure-maintainer", "support-support-responder", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator", "visionos-spatial-engineer", "wcag-a11y-gate", "xr-interface-architect" ], "ux-research": [ "design-ux-researcher", "engineering-rapid-prototyper", "engineering-technical-writer", "product-feedback-synthesizer", "product-manager", "product-trend-researcher", "testing-accessibility-auditor", "testing-tool-evaluator", "wcag-a11y-gate" ], "vector-db": [ "engineering-analytical-olap-engineer", "engineering-rag-pipeline-architect" ], "version-control": [ "engineering-git-workflow-master", "project-management-jira-workflow-steward" ], "visionos": [ "macos-spatial-metal-engineer", "visionos-spatial-engineer", "xr-immersive-developer" ], "visual-storytelling": [ "design-visual-storyteller", "marketing-instagram-curator" ], "vr": [ "xr-immersive-developer", "xr-interface-architect" ], "vue": [ "engineering-frontend-developer" ], "web": [ "engineering-devops-automator", "engineering-feishu-integration-developer", "engineering-frontend-developer", "engineering-laravel-livewire-specialist", "engineering-security-engineer", "marketing-agentic-search-optimizer", "marketing-seo-specialist", "testing-accessibility-auditor", "testing-performance-benchmarker" ], "webxr": [ "xr-immersive-developer" ], "wechat": [ "engineering-wechat-mini-program-developer", "healthcare-marketing-compliance", "marketing-china-market-localization-strategist", "marketing-kuaishou-strategist", "marketing-podcast-strategist", "marketing-private-domain-operator", "marketing-wechat-official-account" ], "weibo": [ "marketing-weibo-strategist" ], "whimsy": [ "design-whimsy-injector" ], "wordpress": [ "engineering-cms-developer" ], "workflow-design": [ "specialized-workflow-architect" ], "xiaohongshu": [ "healthcare-marketing-compliance", "marketing-china-market-localization-strategist", "marketing-xiaohongshu-specialist" ], "xr": [ "macos-spatial-metal-engineer", "terminal-integration-specialist", "visionos-spatial-engineer", "xr-cockpit-interaction-specialist", "xr-immersive-developer", "xr-interface-architect" ], "youtube": [ "marketing-short-video-editing-coach", "marketing-video-optimization-specialist" ], "zhihu": [ "marketing-zhihu-strategist" ], "zk-proofs": [ "zk-steward" ] }, "by_domain": { "academic": [ "academic-anthropologist", "academic-geographer", "academic-historian", "academic-narratologist", "academic-psychologist" ], "all": [ "accounts-payable-agent", "agentic-identity-trust", "agents-orchestrator", "automation-governance-architect", "bg-regression-runner", "code-quality-auditor", "compliance-auditor", "corporate-training-designer", "design-brand-guardian", "design-image-prompt-engineer", "design-inclusive-visuals-specialist", "design-ui-designer", "design-ux-architect", "design-ux-researcher", "design-visual-storyteller", "design-whimsy-injector", "engineering-ai-data-remediation-engineer", "engineering-ai-engineer", "engineering-analytical-olap-engineer", "engineering-autonomous-optimization-architect", "engineering-backend-architect", "engineering-cloud-finops", "engineering-cms-developer", "engineering-code-reviewer", "engineering-cross-repo-refactor-specialist", "engineering-cve-triage-analyst", "engineering-data-engineer", "engineering-database-optimizer", "engineering-debug-specialist", "engineering-devops-automator", "engineering-email-intelligence-engineer", "engineering-embedded-firmware-engineer", "engineering-event-driven-architect", "engineering-filament-optimization-specialist", "engineering-frontend-developer", "engineering-git-workflow-master", "engineering-graphql-grpc-architect", "engineering-incident-response-commander", "engineering-inference-economics-optimizer", "engineering-laravel-livewire-specialist", "engineering-llm-evaluation-harness", "engineering-migration-engineer", "engineering-minimal-change-engineer", "engineering-mobile-app-builder", "engineering-opentelemetry-lead", "engineering-rag-pipeline-architect", "engineering-rapid-prototyper", "engineering-security-engineer", "engineering-software-architect", "engineering-sre", "engineering-technical-writer", "engineering-threat-detection-engineer", "finance-bookkeeper-controller", "finance-financial-analyst", "finance-fpa-analyst", "finance-investment-researcher", "finance-tax-strategist", "identity-graph-operator", "lsp-index-engineer", "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-app-store-optimizer", "marketing-book-co-author", "marketing-carousel-growth-engine", "marketing-content-creator", "marketing-cross-border-ecommerce", "marketing-growth-hacker", "marketing-instagram-curator", "marketing-linkedin-content-creator", "marketing-podcast-strategist", "marketing-reddit-community-builder", "marketing-seo-specialist", "marketing-social-media-strategist", "marketing-tiktok-strategist", "marketing-twitter-engager", "marketing-video-optimization-specialist", "paid-media-auditor", "paid-media-creative-strategist", "paid-media-paid-social-strategist", "paid-media-ppc-strategist", "paid-media-programmatic-buyer", "paid-media-search-query-analyst", "paid-media-tracking-specialist", "product-behavioral-nudge-engine", "product-feedback-synthesizer", "product-manager", "product-sprint-prioritizer", "product-trend-researcher", "project-management-experiment-tracker", "project-management-jira-workflow-steward", "project-management-laravel-pm", "project-management-project-shepherd", "project-management-studio-operations", "project-management-studio-producer", "project-management-workflow-optimizer", "qa-verifier", "recruitment-specialist", "repo-scout", "report-distribution-agent", "sales-account-strategist", "sales-coach", "sales-data-extraction-agent", "sales-deal-strategist", "sales-discovery-coach", "sales-engineer", "sales-outbound-strategist", "sales-pipeline-analyst", "sales-proposal-strategist", "security-reviewer", "specialized-civil-engineer", "specialized-cultural-intelligence-strategist", "specialized-developer-advocate", "specialized-document-generator", "specialized-mcp-builder", "specialized-model-qa", "specialized-salesforce-architect", "specialized-workflow-architect", "sre-observability", "supply-chain-strategist", "support-analytics-reporter", "support-executive-summary-generator", "support-infrastructure-maintainer", "support-legal-compliance-checker", "support-support-responder", "testing-accessibility-auditor", "testing-api-tester", "testing-evidence-collector", "testing-performance-benchmarker", "testing-reality-checker", "testing-test-results-analyzer", "testing-tool-evaluator", "wcag-a11y-gate", "zk-steward" ], "blockchain": [ "blockchain-security-auditor", "engineering-solidity-smart-contract-engineer" ], "china-market": [ "engineering-feishu-integration-developer", "engineering-wechat-mini-program-developer", "government-digital-presales-consultant", "healthcare-marketing-compliance", "marketing-baidu-seo-specialist", "marketing-bilibili-content-strategist", "marketing-china-ecommerce-operator", "marketing-china-market-localization-strategist", "marketing-douyin-strategist", "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach", "marketing-private-domain-operator", "marketing-short-video-editing-coach", "marketing-wechat-official-account", "marketing-weibo-strategist", "marketing-xiaohongshu-specialist", "marketing-zhihu-strategist" ], "education": [ "study-abroad-advisor" ], "french-market": [ "specialized-french-consulting-market" ], "gamedev": [ "blender-addon-engineer", "game-audio-engineer", "game-designer", "godot-gameplay-scripter", "godot-multiplayer-engineer", "godot-shader-developer", "level-designer", "narrative-designer", "roblox-avatar-creator", "roblox-experience-designer", "roblox-systems-scripter", "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer", "unity-shader-graph-artist", "unreal-multiplayer-architect", "unreal-systems-engineer", "unreal-technical-artist", "unreal-world-builder" ], "gov-tech": [ "government-digital-presales-consultant" ], "healthcare": [ "healthcare-marketing-compliance" ], "korean-market": [ "specialized-korean-business-navigator" ], "xr": [ "macos-spatial-metal-engineer", "terminal-integration-specialist", "visionos-spatial-engineer", "xr-cockpit-interaction-specialist", "xr-immersive-developer", "xr-interface-architect" ] }, "disambiguation": { "agentic-identity-trust": { "peers": [ "healthcare-marketing-compliance" ], "note": "" }, "agents-orchestrator": { "peers": [ "project-management-laravel-pm", "project-management-studio-producer", "repo-scout" ], "note": "Multi-agent orchestrator that composes plans across specialists and drives delivery. For codebase scouting use `repo-scout`; for studio / delivery management use `project-management-studio-producer`." }, "bg-regression-runner": { "peers": [ "qa-verifier", "testing-performance-benchmarker", "testing-reality-checker" ], "note": "Background execution of project test/lint/build commands after code changes. Not a reviewer with judgement — use qa-verifier for completeness review; use testing-performance-benchmarker for explicit perf tests." }, "blockchain-security-auditor": { "peers": [ "engineering-security-engineer", "engineering-solidity-smart-contract-engineer", "security-reviewer" ], "note": "Smart-contract-specific audit — exploits, gas abuse, known attack classes on EVM/DeFi. For general application security use engineering-security-engineer; for contract authoring use engineering-solidity-smart-contract-engineer." }, "code-quality-auditor": { "peers": [ "engineering-code-reviewer", "engineering-laravel-livewire-specialist" ], "note": "Strict post-write gate for async bugs, error handling, logic errors, complexity, layering. For mentoring-style peer review delegate to engineering-code-reviewer." }, "compliance-auditor": { "peers": [ "engineering-cve-triage-analyst", "engineering-security-engineer", "healthcare-marketing-compliance", "security-reviewer", "support-legal-compliance-checker" ], "note": "Regulatory framework compliance (SOC 2, ISO 27001, HIPAA, PCI-DSS) — NOT a code-level security review. For code review use security-reviewer; for legal review use support-legal-compliance-checker." }, "corporate-training-designer": { "peers": [ "recruitment-specialist", "specialized-developer-advocate", "support-support-responder" ], "note": "Corporate training / L&D design: curriculum, learning outcomes, assessments. For external dev education use `specialized-developer-advocate`; for talent acquisition use `recruitment-specialist`." }, "design-image-prompt-engineer": { "peers": [ "engineering-llm-evaluation-harness" ], "note": "" }, "design-inclusive-visuals-specialist": { "peers": [ "wcag-a11y-gate" ], "note": "" }, "design-ui-designer": { "peers": [ "design-ux-architect" ], "note": "" }, "design-ux-architect": { "peers": [ "design-ui-designer", "design-ux-researcher", "design-whimsy-injector" ], "note": "System UX architecture: IA, flows, cross-screen coherence. For visual/component design use `design-ui-designer`; for research use `design-ux-researcher`; for micro-interactions use `design-whimsy-injector`." }, "design-ux-researcher": { "peers": [ "design-ux-architect" ], "note": "" }, "design-whimsy-injector": { "peers": [ "design-ux-architect" ], "note": "" }, "engineering-ai-engineer": { "peers": [ "engineering-inference-economics-optimizer", "engineering-llm-evaluation-harness", "engineering-rag-pipeline-architect" ], "note": "ML/LLM integration into product code. For retrieval pipelines use `engineering-rag-pipeline-architect`; for CI eval gates use `engineering-llm-evaluation-harness`; for cost governance use `engineering-inference-economics-optimizer`." }, "engineering-analytical-olap-engineer": { "peers": [ "engineering-data-engineer", "engineering-database-optimizer", "engineering-rag-pipeline-architect" ], "note": "Columnar / OLAP engines (DuckDB, ClickHouse, BigQuery) + pgvector. For OLTP tuning use `engineering-database-optimizer`; for ETL use `engineering-data-engineer`; for LLM retrieval use `engineering-rag-pipeline-architect`." }, "engineering-autonomous-optimization-architect": { "peers": [ "engineering-inference-economics-optimizer" ], "note": "" }, "engineering-backend-architect": { "peers": [ "engineering-database-optimizer", "engineering-event-driven-architect", "engineering-graphql-grpc-architect", "engineering-laravel-livewire-specialist", "engineering-migration-engineer", "engineering-opentelemetry-lead", "engineering-software-architect" ], "note": "Backend-specific architecture — API design, DB architecture, service decomposition, scalability. For cross-system/domain-model design use engineering-software-architect; for query-level tuning, engineering-database-optimizer." }, "engineering-cloud-finops": { "peers": [ "engineering-devops-automator", "engineering-inference-economics-optimizer", "engineering-sre" ], "note": "Cloud FinOps (AWS/GCP/Azure): tagging, waste, commitments, unit economics. For LLM-token FinOps use `engineering-inference-economics-optimizer`; for deploys use `engineering-devops-automator`; for SLOs use `engineering-sre`." }, "engineering-code-reviewer": { "peers": [ "code-quality-auditor", "engineering-cross-repo-refactor-specialist", "engineering-laravel-livewire-specialist", "security-reviewer" ], "note": "Constructive mentoring-style peer code review. For the strict post-write correctness gate use code-quality-auditor; for an explicit security audit use security-reviewer." }, "engineering-cross-repo-refactor-specialist": { "peers": [ "engineering-code-reviewer", "engineering-graphql-grpc-architect", "engineering-migration-engineer" ], "note": "Multi-repo refactors: rename, expand-migrate-contract, rollout. For framework migration use `engineering-migration-engineer`; for diff review use `engineering-code-reviewer`; for API evolution use `engineering-graphql-grpc-architect`." }, "engineering-cve-triage-analyst": { "peers": [ "compliance-auditor", "engineering-security-engineer", "security-reviewer" ], "note": "Dependency CVE triage + SBOM + license compliance. For code-level security review use `security-reviewer`; for product-security architecture use `engineering-security-engineer`; for regulatory compliance sign-off use `compliance-auditor`." }, "engineering-data-engineer": { "peers": [ "engineering-analytical-olap-engineer", "engineering-rag-pipeline-architect", "engineering-sre" ], "note": "" }, "engineering-database-optimizer": { "peers": [ "engineering-analytical-olap-engineer", "engineering-backend-architect", "engineering-migration-engineer", "sre-observability", "testing-performance-benchmarker" ], "note": "Query-level optimization, indexing strategy, slow-query debugging. For live-prod perf review use sre-observability; for higher-level schema design use engineering-backend-architect." }, "engineering-debug-specialist": { "peers": [ "engineering-incident-response-commander", "engineering-opentelemetry-lead", "engineering-sre" ], "note": "Live bug/regression investigation: logs, traces, profiler, heap dumps, repro, root cause. For live incident command use `engineering-incident-response-commander`; for SLO use `engineering-sre`; for OTel use `engineering-opentelemetry-lead`." }, "engineering-devops-automator": { "peers": [ "engineering-cloud-finops" ], "note": "" }, "engineering-event-driven-architect": { "peers": [ "engineering-backend-architect", "engineering-graphql-grpc-architect", "engineering-migration-engineer", "engineering-sre" ], "note": "Event-driven patterns: outbox, sagas, idempotency, DLQs, backpressure, replay. For backend shape use `engineering-backend-architect`; for reliability/SLOs use `engineering-sre`; for typed sync APIs use `engineering-graphql-grpc-architect`." }, "engineering-frontend-developer": { "peers": [ "engineering-laravel-livewire-specialist" ], "note": "" }, "engineering-graphql-grpc-architect": { "peers": [ "engineering-backend-architect", "engineering-cross-repo-refactor-specialist", "engineering-event-driven-architect", "engineering-software-architect" ], "note": "Typed API architecture: GraphQL schema, gRPC/Connect, protobuf evolution, DataLoader, federation. For general backend shape use `engineering-backend-architect`; for cross-system architecture use `engineering-software-architect`." }, "engineering-incident-response-commander": { "peers": [ "engineering-debug-specialist", "engineering-sre", "engineering-threat-detection-engineer" ], "note": "" }, "engineering-inference-economics-optimizer": { "peers": [ "engineering-ai-engineer", "engineering-autonomous-optimization-architect", "engineering-cloud-finops", "engineering-llm-evaluation-harness" ], "note": "LLM FinOps: routing, caching, failover, budgets. For self-modifying AI economics use `engineering-autonomous-optimization-architect`; for model integration use `engineering-ai-engineer`; for eval use `engineering-llm-evaluation-harness`." }, "engineering-laravel-livewire-specialist": { "peers": [ "code-quality-auditor", "engineering-backend-architect", "engineering-code-reviewer", "engineering-frontend-developer", "engineering-rapid-prototyper" ], "note": "Laravel/Livewire/FluxUI specialist. For stack-agnostic backend use `engineering-backend-architect`; for SPA frontends use `engineering-frontend-developer`; for throwaway spikes use `engineering-rapid-prototyper`." }, "engineering-llm-evaluation-harness": { "peers": [ "design-image-prompt-engineer", "engineering-ai-engineer", "engineering-inference-economics-optimizer", "engineering-rag-pipeline-architect", "qa-verifier" ], "note": "Ship-blocking eval harness for prompt / tool-call / RAG changes. For model selection use `engineering-ai-engineer`; for product QA use `qa-verifier`." }, "engineering-migration-engineer": { "peers": [ "engineering-backend-architect", "engineering-cross-repo-refactor-specialist", "engineering-database-optimizer", "engineering-event-driven-architect" ], "note": "Stack/runtime/DB migrations: strangler-fig, dual-run, cutover, rollback. For greenfield use `engineering-backend-architect`; for event plane use `engineering-event-driven-architect`; for tuning use `engineering-database-optimizer`." }, "engineering-opentelemetry-lead": { "peers": [ "engineering-backend-architect", "engineering-debug-specialist", "engineering-sre", "sre-observability" ], "note": "Code-level OTel: SDK wiring, sem-conv, sampling, exemplars. For SLO/incident use `engineering-sre`; for read-only observability gate use `sre-observability`; for service architecture use `engineering-backend-architect`." }, "engineering-rag-pipeline-architect": { "peers": [ "engineering-ai-engineer", "engineering-analytical-olap-engineer", "engineering-data-engineer", "engineering-llm-evaluation-harness" ], "note": "RAG pipelines: chunking, embeddings, hybrid search, reranking, ACLs. For model integration use `engineering-ai-engineer`; for ETL use `engineering-data-engineer`; for eval use `engineering-llm-evaluation-harness`." }, "engineering-rapid-prototyper": { "peers": [ "engineering-laravel-livewire-specialist" ], "note": "" }, "engineering-security-engineer": { "peers": [ "blockchain-security-auditor", "compliance-auditor", "engineering-cve-triage-analyst", "engineering-threat-detection-engineer", "security-reviewer" ], "note": "Deep design-time security work — threat modelling, architecture, vulnerability assessment. For a post-write review gate use security-reviewer; for smart contracts, blockchain-security-auditor." }, "engineering-software-architect": { "peers": [ "engineering-backend-architect", "engineering-graphql-grpc-architect", "specialized-workflow-architect" ], "note": "System-level design, domain-driven design, architectural patterns, trade-off analysis. For server-side-only scope use engineering-backend-architect; for pre-code workflow mapping use specialized-workflow-architect." }, "engineering-solidity-smart-contract-engineer": { "peers": [ "blockchain-security-auditor" ], "note": "" }, "engineering-sre": { "peers": [ "engineering-cloud-finops", "engineering-data-engineer", "engineering-debug-specialist", "engineering-event-driven-architect", "engineering-incident-response-commander", "engineering-opentelemetry-lead", "sre-observability" ], "note": "Proactive SRE: SLOs, capacity, chaos, retros. For live incident command use `engineering-incident-response-commander`; for observability gate use `sre-observability`; for data-pipelines use `engineering-data-engineer`." }, "engineering-technical-writer": { "peers": [ "specialized-developer-advocate" ], "note": "" }, "engineering-threat-detection-engineer": { "peers": [ "engineering-incident-response-commander", "engineering-security-engineer", "security-reviewer" ], "note": "SIEM rules, threat hunting, detection engineering (MITRE ATT&CK). Not a code reviewer — use security-reviewer for that; not an incident responder — use engineering-incident-response-commander." }, "finance-financial-analyst": { "peers": [ "finance-fpa-analyst" ], "note": "" }, "finance-fpa-analyst": { "peers": [ "finance-financial-analyst", "finance-investment-researcher", "support-analytics-reporter" ], "note": "FP&A = budgets, forecasts, variance, unit economics. For corporate/transactional finance use `finance-financial-analyst`; for equities research use `finance-investment-researcher`; for ops dashboards use `support-analytics-reporter`." }, "finance-investment-researcher": { "peers": [ "finance-fpa-analyst" ], "note": "" }, "godot-gameplay-scripter": { "peers": [ "godot-multiplayer-engineer", "godot-shader-developer", "narrative-designer" ], "note": "Godot gameplay logic in GDScript + signals, node tree architecture, state machines. For networking use `godot-multiplayer-engineer`; for shaders use `godot-shader-developer`; for story/dialogue use `narrative-designer`." }, "godot-multiplayer-engineer": { "peers": [ "godot-gameplay-scripter", "godot-shader-developer" ], "note": "" }, "godot-shader-developer": { "peers": [ "godot-gameplay-scripter", "godot-multiplayer-engineer", "technical-artist", "unity-shader-graph-artist" ], "note": "Godot shaders (GDshader / Godot-compatible GLSL) and rendering effects. For Godot gameplay logic use `godot-gameplay-scripter`; for Unity Shader Graph use `unity-shader-graph-artist`; for engine-agnostic art pipeline use `technical-artist`." }, "government-digital-presales-consultant": { "peers": [ "healthcare-marketing-compliance" ], "note": "" }, "healthcare-marketing-compliance": { "peers": [ "agentic-identity-trust", "compliance-auditor", "government-digital-presales-consultant", "support-legal-compliance-checker" ], "note": "Healthcare marketing compliance (HIPAA / ads / PHI). For identity / zero-trust use `agentic-identity-trust`; for gov procurement use `government-digital-presales-consultant`; for general legal use `support-legal-compliance-checker`." }, "macos-spatial-metal-engineer": { "peers": [ "visionos-spatial-engineer" ], "note": "" }, "marketing-agentic-search-optimizer": { "peers": [ "marketing-ai-citation-strategist", "marketing-content-creator", "marketing-seo-specialist" ], "note": "Agentic search / task-completion (WebMCP): expose site for AI agents to act. For LLM citations use `marketing-ai-citation-strategist`; for Google organic use `marketing-seo-specialist`." }, "marketing-ai-citation-strategist": { "peers": [ "marketing-agentic-search-optimizer", "marketing-baidu-seo-specialist", "marketing-content-creator", "marketing-seo-specialist" ], "note": "Optimize content for LLM citations (Perplexity / ChatGPT / AI Overviews): source-worthiness, answer-readiness. For Google SEO use `marketing-seo-specialist`; for WebMCP agent completion use `marketing-agentic-search-optimizer`." }, "marketing-baidu-seo-specialist": { "peers": [ "marketing-ai-citation-strategist", "marketing-seo-specialist", "marketing-zhihu-strategist" ], "note": "Baidu-specific SEO: 百度 algorithm, ICP licensing, Baidu Zhidao / Baijiahao integration. For Google/Bing SEO use `marketing-seo-specialist`; for Zhihu Q&A-driven traffic use `marketing-zhihu-strategist`." }, "marketing-bilibili-content-strategist": { "peers": [ "marketing-kuaishou-strategist" ], "note": "" }, "marketing-china-ecommerce-operator": { "peers": [ "marketing-cross-border-ecommerce", "marketing-livestream-commerce-coach", "marketing-private-domain-operator" ], "note": "Full China-market e-commerce ops (Taobao/Tmall/Douyin Shop/JD). For cross-border / out-of-China selling use `marketing-cross-border-ecommerce`; for pure livestream playbook use `marketing-livestream-commerce-coach`." }, "marketing-content-creator": { "peers": [ "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-linkedin-content-creator", "marketing-podcast-strategist", "marketing-seo-specialist", "marketing-social-media-strategist", "marketing-wechat-official-account", "specialized-developer-advocate" ], "note": "Long-form content strategy across channels. For SEO content use `marketing-seo-specialist`; for LinkedIn-native use `marketing-linkedin-content-creator`; for cross-channel social coordination use `marketing-social-media-strategist`." }, "marketing-cross-border-ecommerce": { "peers": [ "marketing-china-ecommerce-operator", "marketing-livestream-commerce-coach", "marketing-tiktok-strategist" ], "note": "Cross-border / out-of-China e-commerce (Amazon Global, Shopify, Shopee, TikTok Shop US). For China-domestic platforms use `marketing-china-ecommerce-operator`; for TikTok content marketing only use `marketing-tiktok-strategist`." }, "marketing-douyin-strategist": { "peers": [ "marketing-kuaishou-strategist", "marketing-livestream-commerce-coach" ], "note": "" }, "marketing-kuaishou-strategist": { "peers": [ "marketing-bilibili-content-strategist", "marketing-douyin-strategist", "marketing-livestream-commerce-coach", "marketing-wechat-official-account" ], "note": "Kuaishou (快手) short-video + livestream, tier-2/3 city audience. For Douyin (抖音) urban audience use `marketing-douyin-strategist`; for cross-platform livestream use `marketing-livestream-commerce-coach`." }, "marketing-linkedin-content-creator": { "peers": [ "marketing-content-creator" ], "note": "" }, "marketing-livestream-commerce-coach": { "peers": [ "marketing-china-ecommerce-operator", "marketing-cross-border-ecommerce", "marketing-douyin-strategist", "marketing-kuaishou-strategist" ], "note": "Cross-platform livestream-commerce playbook: show format, GMV optimization, co-host dynamics, coupon stacking. For pure Douyin marketing use `marketing-douyin-strategist`; for full e-commerce ops use `marketing-china-ecommerce-operator`." }, "marketing-podcast-strategist": { "peers": [ "marketing-content-creator", "marketing-social-media-strategist", "marketing-video-optimization-specialist" ], "note": "Podcast-specific strategy: episode planning, host voice, show notes SEO, audio discoverability. For generic long-form content use `marketing-content-creator`; for video (YouTube/TikTok) use `marketing-video-optimization-specialist`." }, "marketing-private-domain-operator": { "peers": [ "marketing-china-ecommerce-operator", "marketing-social-media-strategist", "marketing-wechat-official-account" ], "note": "Enterprise WeChat (WeCom) SCRM + segmented community + Mini Program commerce. For public-account content use `marketing-wechat-official-account`; for full e-commerce ops use `marketing-china-ecommerce-operator`." }, "marketing-seo-specialist": { "peers": [ "marketing-agentic-search-optimizer", "marketing-ai-citation-strategist", "marketing-baidu-seo-specialist", "marketing-content-creator" ], "note": "Google/Bing SEO: technical, link authority, organic traffic. For LLM citations use `marketing-ai-citation-strategist`; for agentic completion use `marketing-agentic-search-optimizer`; for Baidu use `marketing-baidu-seo-specialist`." }, "marketing-social-media-strategist": { "peers": [ "marketing-content-creator", "marketing-podcast-strategist", "marketing-private-domain-operator" ], "note": "" }, "marketing-tiktok-strategist": { "peers": [ "marketing-cross-border-ecommerce" ], "note": "" }, "marketing-video-optimization-specialist": { "peers": [ "marketing-podcast-strategist" ], "note": "" }, "marketing-wechat-official-account": { "peers": [ "marketing-content-creator", "marketing-kuaishou-strategist", "marketing-private-domain-operator" ], "note": "WeChat Official Account (公众号) content + growth: article strategy, menu UX, subscription funnels. For WeCom SCRM ecosystem use `marketing-private-domain-operator`; for short-video live-streaming use `marketing-kuaishou-strategist`." }, "marketing-zhihu-strategist": { "peers": [ "marketing-baidu-seo-specialist" ], "note": "" }, "narrative-designer": { "peers": [ "godot-gameplay-scripter" ], "note": "" }, "paid-media-paid-social-strategist": { "peers": [ "paid-media-ppc-strategist" ], "note": "" }, "paid-media-ppc-strategist": { "peers": [ "paid-media-paid-social-strategist", "paid-media-search-query-analyst", "paid-media-tracking-specialist" ], "note": "Google / Bing Ads search + shopping. For social paid use `paid-media-paid-social-strategist`; for pixel/attribution use `paid-media-tracking-specialist`; for query analysis use `paid-media-search-query-analyst`." }, "paid-media-search-query-analyst": { "peers": [ "paid-media-ppc-strategist" ], "note": "" }, "paid-media-tracking-specialist": { "peers": [ "paid-media-ppc-strategist" ], "note": "" }, "project-management-experiment-tracker": { "peers": [ "project-management-laravel-pm", "project-management-workflow-optimizer" ], "note": "" }, "project-management-jira-workflow-steward": { "peers": [ "project-management-laravel-pm" ], "note": "" }, "project-management-laravel-pm": { "peers": [ "agents-orchestrator", "project-management-experiment-tracker", "project-management-jira-workflow-steward", "project-management-studio-producer" ], "note": "PM for Laravel/Livewire/FluxUI apps with spec->task conversion and persistent project memory. For stack-agnostic delivery use `project-management-studio-producer`; for task orchestration use `agents-orchestrator`." }, "project-management-studio-producer": { "peers": [ "agents-orchestrator", "project-management-laravel-pm", "project-management-workflow-optimizer" ], "note": "" }, "project-management-workflow-optimizer": { "peers": [ "project-management-experiment-tracker", "project-management-studio-producer" ], "note": "Lean / Six Sigma business-process optimizer for operational workflows and SOPs (NOT QA test strategy). For delivery management use `project-management-studio-producer`; for A/B-test ops use `project-management-experiment-tracker`." }, "qa-verifier": { "peers": [ "bg-regression-runner", "engineering-llm-evaluation-harness", "testing-evidence-collector", "testing-reality-checker", "wcag-a11y-gate" ], "note": "Strict per-task completeness gate run before claiming done — tests, breaking changes, edge cases. For release-readiness certification use testing-reality-checker; for UI visual proof use testing-evidence-collector." }, "recruitment-specialist": { "peers": [ "corporate-training-designer", "specialized-french-consulting-market" ], "note": "Talent recruiting: sourcing, screening, interview loops, offer negotiation. For internal upskilling use `corporate-training-designer`; for French ESN consulting staffing use `specialized-french-consulting-market`." }, "repo-scout": { "peers": [ "agents-orchestrator" ], "note": "" }, "sales-coach": { "peers": [ "sales-deal-strategist" ], "note": "" }, "sales-deal-strategist": { "peers": [ "sales-coach", "sales-pipeline-analyst", "sales-proposal-strategist" ], "note": "Per-deal strategy: MEDDPICC qualification, champions, blockers, close plans. For aggregate pipeline analytics use `sales-pipeline-analyst`; for rep coaching use `sales-coach`; for RFP/proposal writing use `sales-proposal-strategist`." }, "sales-pipeline-analyst": { "peers": [ "sales-deal-strategist" ], "note": "" }, "sales-proposal-strategist": { "peers": [ "sales-deal-strategist" ], "note": "" }, "security-reviewer": { "peers": [ "blockchain-security-auditor", "compliance-auditor", "engineering-code-reviewer", "engineering-cve-triage-analyst", "engineering-security-engineer", "engineering-threat-detection-engineer" ], "note": "Strict readonly gate triggered by auth/payments/admin/secrets/external-API changes. Deep threat modelling goes to engineering-security-engineer; smart contracts to blockchain-security-auditor." }, "specialized-developer-advocate": { "peers": [ "corporate-training-designer", "engineering-technical-writer", "marketing-content-creator" ], "note": "External developer relations: talks, demos, SDK adoption, DX feedback. For internal L&D use `corporate-training-designer`; for deep docs use `engineering-technical-writer`; for general marketing content use `marketing-content-creator`." }, "specialized-french-consulting-market": { "peers": [ "recruitment-specialist" ], "note": "" }, "specialized-workflow-architect": { "peers": [ "engineering-software-architect" ], "note": "" }, "sre-observability": { "peers": [ "engineering-database-optimizer", "engineering-opentelemetry-lead", "engineering-sre", "testing-performance-benchmarker" ], "note": "Strict readonly review gate for DB queries, caching, rate limits, infra changes. For SLO/error-budget design work use engineering-sre; for dedicated load/stress testing use testing-performance-benchmarker." }, "support-analytics-reporter": { "peers": [ "finance-fpa-analyst" ], "note": "" }, "support-legal-compliance-checker": { "peers": [ "compliance-auditor", "healthcare-marketing-compliance" ], "note": "" }, "support-support-responder": { "peers": [ "corporate-training-designer" ], "note": "" }, "technical-artist": { "peers": [ "godot-shader-developer", "unity-shader-graph-artist" ], "note": "" }, "testing-accessibility-auditor": { "peers": [ "wcag-a11y-gate" ], "note": "" }, "testing-api-tester": { "peers": [ "testing-performance-benchmarker", "testing-test-results-analyzer", "testing-tool-evaluator" ], "note": "Functional + contract API testing (schema, auth, idempotency). For load / p95 / stress use `testing-performance-benchmarker`; for flaky-test detection use `testing-test-results-analyzer`; for tooling choice use `testing-tool-evaluator`." }, "testing-evidence-collector": { "peers": [ "qa-verifier", "testing-reality-checker" ], "note": "Screenshot-obsessed UI QA — requires visual proof for every claim. Use qa-verifier for logic/completeness checks; use testing-reality-checker for release-readiness certification." }, "testing-performance-benchmarker": { "peers": [ "bg-regression-runner", "engineering-database-optimizer", "sre-observability", "testing-api-tester" ], "note": "Explicit load/stress testing producing benchmark reports with before/after numbers. For live production perf review use sre-observability; for query-level DB tuning, engineering-database-optimizer." }, "testing-reality-checker": { "peers": [ "bg-regression-runner", "qa-verifier", "testing-evidence-collector" ], "note": "Evidence-based release-readiness certification. qa-verifier is the per-write strict gate; reality-checker is a heavier end-of-phase production-ready check." }, "testing-test-results-analyzer": { "peers": [ "testing-api-tester" ], "note": "" }, "testing-tool-evaluator": { "peers": [ "testing-api-tester" ], "note": "" }, "unity-architect": { "peers": [ "unity-shader-graph-artist" ], "note": "" }, "unity-editor-tool-developer": { "peers": [ "unity-shader-graph-artist" ], "note": "" }, "unity-multiplayer-engineer": { "peers": [ "unity-shader-graph-artist" ], "note": "" }, "unity-shader-graph-artist": { "peers": [ "godot-shader-developer", "technical-artist", "unity-architect", "unity-editor-tool-developer", "unity-multiplayer-engineer" ], "note": "Unity Shader Graph + HLSL for stylised / URP-HDRP visual effects. For runtime architecture use `unity-architect`; for editor tooling use `unity-editor-tool-developer`; for engine-agnostic art pipeline use `technical-artist`." }, "unreal-multiplayer-architect": { "peers": [ "unreal-systems-engineer" ], "note": "" }, "unreal-systems-engineer": { "peers": [ "unreal-multiplayer-architect", "unreal-technical-artist", "unreal-world-builder" ], "note": "Unreal core systems (GAS, subsystems, Gameplay Framework) in C++. For replication use `unreal-multiplayer-architect`; for world/level use `unreal-world-builder`; for rendering use `unreal-technical-artist`." }, "unreal-technical-artist": { "peers": [ "unreal-systems-engineer" ], "note": "" }, "unreal-world-builder": { "peers": [ "unreal-systems-engineer" ], "note": "" }, "visionos-spatial-engineer": { "peers": [ "macos-spatial-metal-engineer", "xr-immersive-developer", "xr-interface-architect" ], "note": "visionOS apps in Swift/SwiftUI/RealityKit, Apple Vision Pro gestures & passthrough. For Metal rendering use `macos-spatial-metal-engineer`; for cross-platform XR (Quest/SteamVR) use `xr-immersive-developer`." }, "wcag-a11y-gate": { "peers": [ "design-inclusive-visuals-specialist", "qa-verifier", "testing-accessibility-auditor" ], "note": "Strict readonly WCAG 2.2 AA gate on diffs (landmarks, keyboard, ARIA, contrast, focus). For narrative audits use `testing-accessibility-auditor`; for media use `design-inclusive-visuals-specialist`; for QA use `qa-verifier`." }, "xr-immersive-developer": { "peers": [ "visionos-spatial-engineer" ], "note": "" }, "xr-interface-architect": { "peers": [ "visionos-spatial-engineer" ], "note": "" } } }