# 🧭 AI Agency Operations & FDE Workflows

Client-facing AI delivery, forward deployed engineering workflows, browser automation, implementation systems, documentation, spreadsheets, proposals, and client handoff workflows.

- Live page: https://agentskillexchange.com/industry-skills/#ai-agency-operations
- Homepage access: Curated Collections on https://agentskillexchange.com/

## Who this is for

- AI agency founders, forward deployed engineers, automation consultants, client delivery leads, and solutions engineers packaging repeatable AI-enabled services for clients.
- Teams delivering supervised client implementations that need browser automation, agent app scaffolding, design-to-code context, implementation artifacts, and release checks.

## Jobs covered

- Audit client sites, docs, workflows, and product surfaces for implementation planning.
- Build repeatable client automation workflows across browsers, agent apps, tools, and internal systems.
- Package findings into proposals, reports, docs, spreadsheets, and handoff artifacts.
- Implement browser automation, design-to-code, workflow delivery, and client-facing agent stacks.
- Monitor delivery quality and reusable agency workflows.

## Workflow Stacks

- **Client audit sprint:** Capture site context → summarize findings → build report → deliver action plan
- **Automation implementation:** Map workflow → connect tools → trigger handoffs → validate outputs
- **Supervised client agent session:** Scope task → run sandboxed session → inspect browser and file outputs → package changes → handoff for review
- **Client handoff packet:** Draft proposal → repair workbook → write docs → record workflow → handoff implementation

## Recommended Picks

| Skill | What it does here | Persona | Install | Stars |
|---|---|---|---|---:|
| [Firecrawl Markdown Capture Pipeline](../skills/firecrawl-markdown-capture-pipeline/) | Captures clean Markdown from client sites for audits, content inventories, knowledge-base builds, and handoff docs. | Solutions engineer / site audit lead | Medium | 102.6k |
| [Crawl4AI LLM-Ready Web Crawler and Scraper](../skills/crawl4ai-llm-web-crawler-scraper/) | Crawls client websites into LLM-ready Markdown when agencies need deeper extraction for audits or automation builds. | Automation consultant / data extraction lead | High | 63.1k |
| [Summarize URLs, files, podcasts, and YouTube sources into agent-ready briefs with Summarize](../skills/summarize-urls-files-podcasts-and-youtube-sources-into-agent-ready-briefs-with-summarize/) | Turns client URLs, docs, podcasts, videos, and files into compact briefs before proposals, audits, or implementation work. | Client delivery lead / research strategist | Medium | 5.6k |
| [Use Flowise for visual agent workflow orchestration](../skills/use-flowise-for-visual-agent-workflow-orchestration/) | Lets agencies compose, test, and hand off inspectable agent flows instead of leaving client automations as prompt-only prototypes. | AI solutions engineer / workflow architect | High | 53.3k |
| [Use Dify for production agentic workflow apps](../skills/use-dify-for-production-agentic-workflow-apps/) | Provides a governed path from prototype to client-facing agent app with workflow testing, operations, and handoff surfaces. | AI agency delivery lead / implementation engineer | High | 143.7k |
| [Run supervised Suna sessions for reviewable agent work](../skills/run-supervised-suna-sessions-for-reviewable-agent-work/) | Runs bounded browser, file, tool, and connector sessions in a reviewable sandbox before client delivery. | AI agency operator / implementation lead | High | 19.8k |
| [Composio Agent Tool Integration Platform](../skills/composio-agent-tool-integration-platform/) | Gives agency-built agents managed app integrations and authentication across common client tools. | AI solutions engineer / implementation lead | High | 27.6k |
| [Create, repair, and recalculate spreadsheet workbooks without breaking formulas](../skills/create-repair-and-recalculate-spreadsheet-workbooks-without-breaking-formulas/) | Produces and repairs spreadsheet deliverables for audits, ROI models, implementation estimates, and client reporting. | Client analyst / delivery ops | Medium | — |
| [Create and repair Word documents with layout-safe DOCX workflows](../skills/create-and-repair-word-documents-with-layout-safe-docx-workflows/) | Creates layout-safe client reports, SOW drafts, process docs, and handoff documents as real DOCX artifacts. | Client delivery manager / documentation lead | Medium | — |
| [Co-author structured docs with staged context gathering and reader testing](../skills/co-author-structured-docs-with-staged-context-gathering-and-reader-testing/) | Runs a staged co-authoring process for proposals, audit reports, SOPs, and client-facing implementation docs. | Agency principal / client strategist | Low | — |
| [Stagehand Browser Automation SDK](../skills/stagehand-browser-automation-sdk/) | Gives agencies a browser automation SDK for client workflow demos, audits, and supervised web task implementation. | Forward deployed engineer / automation consultant | Medium | 22.1k |
| [Skyvern AI Browser Workflow Automation with LLMs and Computer Vision](../skills/skyvern-ai-browser-workflow-automation/) | Automates messy browser workflows with visual context when client systems lack clean APIs or repeatable backend hooks. | AI solutions engineer / client automation lead | High | 21k |
| [Browserbase MCP Server](../skills/browserbase-mcp-server/) | Provides managed browser infrastructure through MCP for agency-built agents that need reliable web sessions. | FDE / agent infrastructure engineer | High | 3.3k |
| [Webflow Data API JavaScript SDK](../skills/webflow-data-api-javascript-sdk/) | Covers Webflow site and CMS operations for agencies delivering client landing pages, CMS migrations, and content systems. | Webflow agency engineer / site ops lead | Medium | 340 |
| [Inspect live web apps and apply code changes with Stagewise](../skills/inspect-live-web-apps-and-apply-code-changes-with-stagewise/) | Connects live browser inspection, console signals, and code-change handoff when FDE teams need to fix client UI issues in context. | Forward deployed engineer / client UI implementer | Medium | 6.7k |
| [Run local multi-agent browser tasks with Nanobrowser](../skills/run-local-multi-agent-browser-tasks-with-nanobrowser/) | Adds a local multi-agent browser execution option for agency QA, client workflow rehearsal, and implementation checks. | AI agency operator / FDE | Medium | 13.1k |
| [Use OmniParser for vision-based GUI parsing](../skills/use-omniparser-for-vision-based-gui-parsing/) | Improves GUI-grounded automation when agents need screen element understanding instead of brittle selectors. | FDE / browser automation engineer | Medium | 24.8k |
| [Give coding agents Figma layout context through MCP](../skills/give-coding-agents-figma-layout-context-through-mcp/) | Connects design context to coding agents so FDE teams can implement client UI work from real Figma layouts. | FDE / design-to-code engineer | Medium | 14.9k |
| [Trace, evaluate, simulate, and guardrail agent releases with Future AGI](../skills/trace-evaluate-simulate-and-guardrail-agent-releases-with-future-agi/) | Adds release evaluation and guardrail checks for agencies shipping client-facing agent workflows. | AI agency delivery lead | Medium | 1k |
| [Optimize agent development loops with Coze Loop](../skills/optimize-agent-development-loops-with-coze-loop/) | Gives delivery teams an evaluation and debugging loop for prompts and agent workflows before client handoff. | AI agency delivery lead / agent QA engineer | Medium | 5.5k |
| [Coordinate multi-agent Claude Code and Codex workflows with Ruflo](../skills/coordinate-multi-agent-claude-code-and-codex-workflows-with-ruflo/) | Coordinates Claude Code and Codex agent swarms, memory, hooks, and MCP tools for repeatable client delivery work. | AI agency operator / FDE lead | Medium | 59k |
| [Run multimodal computer and browser operator workflows with UI-TARS Desktop](../skills/run-multimodal-computer-and-browser-operator-workflows-with-ui-tars-desktop/) | Adds supervised desktop and browser operator workflows for agencies testing GUI-bound client automations. | FDE / browser automation engineer | High | 36.3k |
| [Operate a local multi-agent workforce with Eigent](../skills/operate-a-local-multi-agent-workforce-with-eigent/) | Coordinates local desktop agent work across browser, document, coding, multimodal, model-provider, and MCP-backed client delivery tasks. | AI agency operator / FDE lead | High | 14.3k |
| [Build navigable codebase knowledge graphs with Understand Anything](../skills/build-navigable-codebase-knowledge-graphs-with-understand-anything/) | Turns client repositories or knowledge bases into explorable graphs before onboarding, impact analysis, and scoped implementation work. | Forward deployed engineer / client implementation lead | Medium | 61.1k |
| [Read and modify Figma designs from coding agents with Talk to Figma MCP](../skills/read-and-modify-figma-designs-from-coding-agents-with-talk-to-figma-mcp/) | Lets coding agents inspect, annotate, and update Figma designs during design-to-code and client implementation work. | FDE / design-to-code engineer | Medium | 6.8k |
| [Coordinate software delivery roles with MetaGPT](../skills/coordinate-software-delivery-roles-with-metagpt/) | Turns product requirements into coordinated product, architecture, project, and engineering outputs for reviewable delivery planning. | AI agency delivery lead / FDE project owner | Medium | 68.7k |
| [Assemble production agent harnesses with DeepAgents](../skills/assemble-production-agent-harnesses-with-deepagents/) | Gives delivery teams a production-oriented harness for long-running task agents before client handoff. | Agent implementation lead / FDE | Medium | 24.1k |
| [Run durable scheduled agent jobs in Node.js with Agenda](../skills/run-durable-scheduled-agent-jobs-in-node-js-with-agenda/) | Gives agencies a durable scheduling layer for recurring client automations, retries, and background agent jobs. | AI agency operator / automation engineer | Medium | 9.7k |
| [Run TypeScript-native LLM eval suites with Evalite](../skills/run-typescript-native-llm-eval-suites-with-evalite/) | Adds a TypeScript-native eval loop before agencies ship or update client-facing agent behavior. | AI agency QA lead / TypeScript engineer | Medium | 1.6k |
| [Run supervised MCP browser automation with Auto Browser](../skills/run-supervised-mcp-browser-automation-with-auto-browser/) | Supports supervised browser automation for client workflow QA where operators need control and reviewable actions. | FDE / browser automation specialist | Medium | 565 |
| [Control hosted browser research and extraction through Hyperbrowser MCP](../skills/control-hosted-browser-research-and-extraction-through-hyperbrowser-mcp/) | Gives agency and FDE teams hosted browser research, crawling, extraction, and computer-use automation for client delivery workflows that need reviewable web evidence. | AI agency FDE / browser automation specialist | Medium | 770 |
| [Coordinate visible multi-agent CLI workspaces with CCB](../skills/coordinate-visible-multi-agent-cli-workspaces-with-ccb/) | Gives agency operators a visible multi-agent CLI workspace for coordinating Codex, Claude, Gemini, and other local delivery lanes without losing human takeover. | AI agency operator / FDE lead | Medium | 3.2k |
| [Run OpenCode skill-pack workflows with opencode-power-pack](../skills/run-opencode-skill-pack-workflows-with-opencode-power-pack/) | Packages repeatable OpenCode review, security, frontend, MCP, skill-authoring, and project-memory workflows for client delivery teams. | AI agency operator / forward deployed engineer | Medium | 448 |
| [Expose repository code intelligence to agents with Gortex](../skills/expose-repository-code-intelligence-to-agents-with-gortex/) | Indexes client repositories into an agent-facing code graph so FDE teams can inspect symbols, call chains, and blast radius before implementation work. | Forward deployed engineer / client codebase lead | Medium | 840 |
| [Route production agent loops through BitRouter](../skills/route-production-agent-loops-through-bitrouter/) | Adds routing policy, scoped keys, spend controls, failover, and telemetry for production client agent loops before handoff. | AI agency platform lead / agent operations engineer | High | 202 |
| [Use MCP Context Forge as an MCP gateway and registry](../skills/use-mcp-context-forge-as-an-mcp-gateway-and-registry/) | Helps agency teams standardize MCP servers and tool access across multiple client projects. | AI agency platform lead / FDE | High | 3.8k |

## Editorial Notes

- Avoid drifting into generic agent engineering, security operations, CI/CD, or broad developer tooling.
- Prioritize tools that produce reviewable client artifacts or connect agency workflows to real business systems.
- Marketing automation, SEO/content ops, CRM enrichment, and RevOps handoff tooling now live in GTM & RevOps Workflows so this collection stays focused on FDE and client delivery.
- Keep this collection focused on implementation and client delivery. Use GTM & RevOps Workflows for marketing automation, SEO operations, CRM enrichment, and lead handoff tooling.

## Adjacent Collections

- [Product Analytics & Growth Ops](product-analytics-growth-ops.md)
- [Customer Support & Success](customer-support-success.md)
- [DevRel & API Documentation Workflows](devrel-api-documentation.md)
- [Media & Publishing Systems](media-publishing-systems.md)
- [GTM & RevOps Workflows](gtm-revops-workflows.md)

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