# Auto-generated by scripts/generate_manifest.py — do not edit manually.
packages:
  skills:
  - name: adr-writer
    version: 1.1.1
    description: 'Generates Architecture Decision Records capturing context, rationale, alternatives, and consequences in
      numbered status-tracked format. Triggers on: "write an ADR", "document this decision", "architecture decision record",
      "decision record", "design decision", "ADR for".'
    path: skills/adr-writer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/adr-writer/SKILL.md
    tags:
    - architecture
    - decision-record
    - documentation
    - adr
    category: operations
    difficulty: intermediate
    phase: plan
  - name: agent-builder
    version: 1.1.1
    description: 'Build AI agents and automate Claude Code programmatically via the Claude Agent SDK and headless CLI mode.
      Covers Python SDK, claude -p, SDK MCP servers, hooks, sessions. Triggers on: "build an agent", "agent SDK", "headless
      mode", "automate Claude", "programmatic agent".'
    path: skills/agent-builder
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/agent-builder/SKILL.md
    tags:
    - agent-sdk
    - headless
    - automation
    - mcp
    category: development
    difficulty: intermediate
    phase: build
  - name: api-docs-generator
    version: 1.1.1
    description: 'Audits and enhances FastAPI and REST API documentation: missing descriptions, response codes, examples,
      docstrings, Pydantic models, OpenAPI spec. Triggers on: "generate API docs", "document this API", "OpenAPI for", "FastAPI
      docs", "document endpoints", "swagger docs".'
    path: skills/api-docs-generator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/api-docs-generator/SKILL.md
    tags:
    - api
    - documentation
    - openapi
    - fastapi
    category: review
    difficulty: intermediate
    phase: ship
  - name: architecture-diagram
    version: 1.1.1
    description: 'Generate layered architecture diagrams as self-contained HTML with inline SVG icons, CSS Grid containers,
      and connection overlays. Triggers on: "architecture diagram", "infra diagram", "system diagram", "deployment diagram",
      "topology", "draw architecture". NOT for architecture reviews, use architecture-reviewer.'
    path: skills/architecture-diagram
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/architecture-diagram/SKILL.md
    tags:
    - architecture
    - diagram
    - visualization
    - svg
    category: review
    difficulty: intermediate
  - name: architecture-reviewer
    version: 1.1.1
    description: 'Architecture reviews across 7 dimensions (structural, scalability, enterprise readiness, performance, security,
      ops, data) with scored reports. Triggers on: "review architecture", "critique design", "audit system", "assess scalability",
      "enterprise readiness", "technical due diligence". NOT for diagrams, use architecture-diagram.'
    path: skills/architecture-reviewer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/architecture-reviewer/SKILL.md
    tags:
    - architecture
    - scalability
    - enterprise
    - security-audit
    category: review
    difficulty: advanced
    phase: review
  - name: arxiv-figures
    version: 1.0.0
    description: 'Optimize and prepare figures for arXiv submission: format conversion (EPS/PDF/PNG/JPG), size reduction,
      metadata stripping, processor compatibility (DVI vs PDFLaTeX). Triggers on: "optimize figures for arXiv", "reduce figure
      size", "convert figures for arXiv", "fix arXiv figures", "figure too large", "arxiv image compression". Companion to
      arxiv-preflight and arxiv-package.'
    path: skills/arxiv-figures
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/arxiv-figures/SKILL.md
    complements:
    - arxiv-preflight
    - arxiv-package
    - manuscript-review
    tags:
    - arxiv
    - figures
    - optimization
    - latex
    - submission
    category: review
    difficulty: intermediate
    phase: ship
  - name: arxiv-package
    version: 1.0.0
    description: 'Package a TeX/LaTeX project into a clean tarball or zip for arXiv upload: file selection, build-artifact
      exclusion, 00README.XXX generation, ancillary file organization, archive validation. Triggers on: "package for arXiv",
      "create arXiv tarball", "bundle submission", "zip for arXiv", "prepare arXiv upload", "arXiv submission archive". Companion
      to arxiv-preflight and arxiv-figures.'
    path: skills/arxiv-package
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/arxiv-package/SKILL.md
    complements:
    - arxiv-preflight
    - arxiv-figures
    - manuscript-review
    tags:
    - arxiv
    - packaging
    - tarball
    - latex
    - submission
    category: review
    difficulty: intermediate
    phase: ship
  - name: arxiv-preflight
    version: 1.0.0
    description: 'Pre-submission validation audit for arXiv papers across TeX source, PDF, figures, metadata, bibliography,
      file organization, and common-error scans. Produces pass/fail report with specific fixes per arXiv requirement. Triggers
      on: "check my arXiv submission", "validate for arXiv", "arXiv preflight", "ready for arXiv", "arxiv check", "arxiv submission
      readiness". Companion to manuscript-review (prose), manuscript-provenance (code), arxiv-figures, arxiv-package.'
    path: skills/arxiv-preflight
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/arxiv-preflight/SKILL.md
    complements:
    - manuscript-review
    - manuscript-provenance
    - arxiv-figures
    - arxiv-package
    - manuscript-typography
    tags:
    - arxiv
    - preflight
    - latex
    - validation
    - submission
    category: review
    difficulty: advanced
    phase: review
  - name: benchmark-runner
    version: 1.1.1
    description: 'Designs structured benchmarks comparing algorithms, models, or implementations with metrics, test cases,
      hardware context, and reproduction steps. Triggers on: "benchmark", "compare performance", "which is faster", "latency
      comparison", "run benchmark", "throughput test", "speed test".'
    path: skills/benchmark-runner
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/benchmark-runner/SKILL.md
    tags:
    - benchmarking
    - performance
    - comparison
    - metrics
    category: data
    difficulty: intermediate
    phase: verify
  - name: changelog-composer
    version: 1.1.1
    description: 'Generates structured changelogs and release notes from git history and PRs, classifying breaking changes,
      features, fixes, performance, docs. Triggers on: "generate changelog", "write release notes", "what changed since",
      "prepare release", "release notes for", "diff since tag".'
    path: skills/changelog-composer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/changelog-composer/SKILL.md
    tags:
    - changelog
    - release-notes
    - git-history
    - versioning
    category: content
    difficulty: intermediate
    phase: ship
  - name: citation-audit
    version: 1.0.0
    description: 'Verify that every citation in a manuscript is real, correctly attributed, and accurately described. Detects
      ghost papers, wrong arXiv IDs, inverted claims, and dead links by fetching each cited work. Optional fix mode applies
      bib metadata corrections and surfaces prose rewrites for claim errors. Triggers on: "check my citations", "verify references",
      "citation audit", "are my references real", "check bib", "reference check", "bib audit", "citation verification". Companion
      to manuscript-review (Pass 5 hygiene); this skill audits factual truth.'
    path: skills/citation-audit
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/citation-audit/SKILL.md
    complements:
    - manuscript-review
    - research-critique
    - literature-review
    tags:
    - citations
    - bibliography
    - fact-check
    - hallucination
    - references
    category: review
    difficulty: advanced
    phase: review
  - name: code-refiner
    version: 1.1.1
    description: 'Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust. Targets
      complexity, anti-patterns, readability debt. Triggers on: "simplify this code", "refactor for clarity", "reduce complexity",
      "make this more readable", "tech debt cleanup", "too much nesting".'
    path: skills/code-refiner
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/code-refiner/SKILL.md
    tags:
    - refactoring
    - code-quality
    - simplification
    - readability
    category: review
    difficulty: intermediate
    phase: review
  - name: competitive-analyzer
    version: 1.0.1
    description: 'Competitive landscape analysis: Porter''s Five Forces, competitor discovery, feature/pricing matrices, positioning
      maps, moat assessment via WebSearch. Triggers on: "competitive analysis", "competitor comparison", "competitive landscape",
      "Porter''s Five Forces", "market positioning", "moat assessment", "defensibility analysis".'
    path: skills/competitive-analyzer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/competitive-analyzer/SKILL.md
    complements:
    - market-analyzer
    - tavily
    - web-fetch
    - idea-validator
    tags:
    - competitive-analysis
    - market
    - porters-five-forces
    - positioning
    category: business
    difficulty: advanced
    phase: define
  - name: concept-to-image
    version: 1.2.1
    description: 'Turn concepts into static HTML visuals exported as PNG or SVG files via HTML/CSS/SVG. Triggers on: "create
      an image of", "export as PNG", "save as SVG", "concept to image", "screenshot this HTML". NOT for interactive HTML,
      use static-web-artifacts-builder.'
    path: skills/concept-to-image
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/concept-to-image/SKILL.md
    tags:
    - image-generation
    - html-to-png
    - svg
    - visual-design
    category: business
    difficulty: intermediate
  - name: concept-to-video
    version: 1.2.0
    description: 'Turn concepts into animated explainer videos using Manim (Python) with MP4/GIF output, audio overlay, multi-scene
      composition. Triggers on: "create a video", "animate this", "make an explainer", "manim animation", "motion graphic".
      NOT for React video, use remotion-video.'
    path: skills/concept-to-video
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/concept-to-video/SKILL.md
    tags:
    - video
    - manim
    - animation
    - explainer
    category: visualization
    difficulty: advanced
  - name: debug-investigator
    version: 1.1.1
    description: 'Hypothesis-driven debugging with ranked hypotheses, git bisect strategy, instrumentation planning, and minimal
      reproduction design. Triggers on: "debug this systematically", "root cause analysis", "bisect this bug", "rank hypotheses",
      "isolate this issue", "minimal reproduction". NOT for general reasoning.'
    path: skills/debug-investigator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/debug-investigator/SKILL.md
    tags:
    - debugging
    - root-cause
    - hypothesis
    - bisect
    category: development
    difficulty: intermediate
    phase: build
  - name: dependency-audit
    version: 1.1.1
    description: 'Audits direct and transitive dependencies for license compliance, maintenance health, CVEs, abandoned packages,
      and bloat. Triggers on: "audit dependencies", "license check", "dependency health", "abandoned packages", "unused dependencies",
      "license compliance", "supply chain", "dependency risk".'
    path: skills/dependency-audit
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/dependency-audit/SKILL.md
    tags:
    - dependencies
    - vulnerabilities
    - licenses
    - supply-chain
    category: review
    difficulty: intermediate
    phase: review
  - name: devils-advocate
    version: 1.0.0
    description: 'Challenges AI-generated plans, code, and designs via pre-mortem, inversion, and Socratic questioning to
      surface blind spots and failure modes. Triggers on: "challenge this", "devils advocate", "stress test this plan", "poke
      holes in this", "what am I missing".'
    path: skills/devils-advocate
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/devils-advocate/SKILL.md
    tags:
    - review
    - critical-thinking
    - blind-spots
    - decision-review
    - pre-mortem
    category: review
    difficulty: intermediate
    phase: review
  - name: doc-condenser
    version: 1.1.1
    description: 'DEPRECATED: The base model handles document condensation and summarization natively at high quality. This
      skill no longer provides meaningful uplift. Retained for reference only.'
    path: skills/doc-condenser
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/doc-condenser/SKILL.md
    tags:
    - documentation
    - summarization
    - technical-writing
    - conciseness
    category: review
    difficulty: beginner
  - name: engineering-retro
    version: 1.0.1
    description: 'Git-based engineering retrospective analyzing commits, PRs, and velocity over configurable windows with
      monorepo path scoping. Triggers on: "retrospective", "sprint retro", "weekly review", "what did we ship", "engineering
      retro", "dev summary", "commit analysis".'
    path: skills/engineering-retro
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/engineering-retro/SKILL.md
    tags:
    - retrospective
    - velocity
    - git-analysis
    - sprint
    category: review
    difficulty: intermediate
    phase: ship
  - name: env-validator
    version: 1.0.1
    description: 'Validates .env files against code references and manifests for missing vars, type mismatches, insecure defaults,
      and unused entries. Triggers on: "validate env file", "check environment variables", "missing env vars", "check .env",
      "dotenv validation". NOT for secret scanning, use repo-sentinel.'
    path: skills/env-validator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/env-validator/SKILL.md
    tags:
    - env
    - configuration
    - validation
    - dotenv
    - deployment
    category: operations
    difficulty: intermediate
    phase: build
  - name: estimate-calibrator
    version: 1.1.1
    description: 'Produces calibrated three-point PERT estimates (best/likely/worst) with confidence intervals, unknowns,
      and assumptions. Triggers on: "estimate this", "how long will this take", "effort estimate", "confidence interval",
      "story points", "t-shirt sizing". NOT for task decomposition, use task-decomposer.'
    path: skills/estimate-calibrator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/estimate-calibrator/SKILL.md
    tags:
    - estimation
    - pert
    - confidence-interval
    - planning
    category: development
    difficulty: intermediate
    phase: plan
  - name: feasibility-assessor
    version: 1.0.1
    description: 'Evaluates whether a business idea is technically buildable and financially viable. Covers unit economics
      (CAC, LTV), revenue modeling, break-even, and go/no-go verdicts. Triggers on: "feasibility assessment", "viability analysis",
      "unit economics", "build vs buy", "go/no-go decision", "ROI projection".'
    path: skills/feasibility-assessor
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/feasibility-assessor/SKILL.md
    tags:
    - feasibility
    - unit-economics
    - viability
    - business-case
    category: review
    difficulty: advanced
    phase: define
    complements:
    - idea-validator
  - name: figure-rhetoric
    version: 1.0.0
    description: 'Evaluate whether figures and plots in a manuscript effectively communicate the claims they support. Audits
      chart-type fit, axis design, visual hierarchy, data density, caption interpretation, perceptual accuracy, and narrative
      arc across 8 dimensions. Triggers on: "do my figures work", "check my plots", "are my graphs clear", "figure audit",
      "do my figures support my claims", "visualization review", "figure rhetoric", "plot review", "chart critique", "visual
      argument check". Companion to manuscript-review §12 (legibility) and figure-table-quality (rendering).'
    path: skills/figure-rhetoric
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/figure-rhetoric/SKILL.md
    complements:
    - manuscript-review
    - figure-table-quality
    - manuscript-typography
    - manuscript-provenance
    tags:
    - figures
    - visualization
    - rhetoric
    - plots
    - charts
    category: review
    difficulty: advanced
    phase: review
  - name: figure-table-quality
    version: 1.0.0
    description: 'Readability and rendering audit for figures and tables in academic manuscripts. Computes effective font/marker
      sizes at display scale from generation scripts, checks label collisions, color/hatch accessibility, axis-range efficiency,
      table formatting, and cross-figure consistency. Triggers on: "check figure quality", "audit plots", "readability check",
      "figure rendering", "are my figures readable", "table formatting check". Companion to figure-rhetoric (visual argument)
      and manuscript-typography (typesetting).'
    path: skills/figure-table-quality
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/figure-table-quality/SKILL.md
    complements:
    - figure-rhetoric
    - manuscript-review
    - manuscript-typography
    - manuscript-provenance
    tags:
    - figures
    - tables
    - readability
    - rendering
    - latex
    category: review
    difficulty: advanced
    phase: review
  - name: filesystem
    version: 1.1.1
    description: 'File and directory operations via Claude Code built-in tools, replacing the Filesystem MCP server. Triggers
      on: "read this file", "write to file", "edit file", "find files matching", "search for text in files", "list directory",
      "show directory tree", "rename file".'
    path: skills/filesystem
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/filesystem/SKILL.md
    tags:
    - files
    - directories
    - search
    - navigation
    category: content
    difficulty: beginner
  - name: github
    version: 1.1.1
    description: 'GitHub CLI operations via `gh` for issues, PRs, Actions, releases, and REST/GraphQL API with `--json`/`--jq`
      parsing. Triggers on: "create an issue", "submit a PR", "check CI status", "why did CI fail", "merge a PR", or pasted
      GitHub URLs.'
    path: skills/github
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/github/SKILL.md
    tags:
    - github
    - cli
    - issues
    - pull-requests
    category: review
    difficulty: intermediate
  - name: gpu-optimizer
    version: 1.1.1
    description: 'GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing,
      XGBoost GPU, CuPy/cuDF migration, and torch.compile. Triggers on: "optimize GPU training", "speed up CUDA", "reduce
      OOM", "migrate NumPy to CuPy", "manage GPU memory", "benchmark PyTorch".'
    path: skills/gpu-optimizer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/gpu-optimizer/SKILL.md
    tags:
    - gpu
    - cuda
    - vram
    - pytorch
    category: data
    difficulty: advanced
    phase: build
  - name: handoff
    version: 0.1.0
    description: 'Produces and refreshes `.docs/handoff.md`, a 200-line session-continuity runbook for coding agents. Captures
      git state, working-tree changes, last validation commands, session decisions, blockers, resume checklist, references,
      and greenfield scaffolds. Triggers on: "update handoff", "session handoff", "refresh handoff", "/handoff", "/handoff
      init", "resume checklist", "cold-start primer". Use this skill when ending, pausing, resuming, or transferring in-flight
      project work across agent sessions.'
    path: skills/handoff
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/handoff/SKILL.md
    tags:
    - session-continuity
    - runbook
    - context
    category: development
    difficulty: intermediate
    phase: ship
  - name: html-presentation
    version: 1.1.1
    description: 'Converts documents, outlines, or notes into self-contained HTML slide decks with horizontal (Reveal.js)
      or vertical scroll navigation and multiple themes. Triggers on: "create a presentation", "slide deck", "pitch deck",
      "HTML presentation", "web-based slides", "reveal.js deck", "convert document into slides".'
    path: skills/html-presentation
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/html-presentation/SKILL.md
    tags:
    - slides
    - presentation
    - reveal-js
    - html
    category: visualization
    difficulty: intermediate
  - name: humanize
    version: 1.0.1
    description: 'Detects and removes AI-generated writing patterns while preserving meaning and facts. Triggers on: "humanize
      text", "make this sound human", "remove AI patterns", "rewrite to sound natural", "make this less AI", "de-slop this",
      "not sound like ChatGPT", "human pass".'
    path: skills/humanize
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/humanize/SKILL.md
    tags:
    - writing
    - ai-detection
    - natural-language
    - rewriting
    category: review
    difficulty: intermediate
  - name: idea-validator
    version: 1.0.1
    description: 'Orchestrates business idea validation via parallel sub-agents: Lean Canvas, JTBD, market/competitive/feasibility
      research, SWOT/PESTLE, and a weighted scorecard with verdict. Triggers on: "validate this idea", "evaluate my startup
      idea", "is this idea worth pursuing", "score this business idea", "validate my pitch".'
    path: skills/idea-validator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/idea-validator/SKILL.md
    complements:
    - market-analyzer
    - competitive-analyzer
    - feasibility-assessor
    tags:
    - idea-validation
    - lean-canvas
    - jtbd
    - swot
    category: review
    difficulty: advanced
    phase: define
  - name: immune
    version: 1.0.1
    description: 'Hybrid adaptive memory: Cheatsheet (positive patterns pre-generation) and Immune (negative patterns post-generation)
      with Hot/Cold tiered auto-learning. Triggers on: "scan for errors", "immune scan", "check output quality", "antibody
      scan". NOT for PR review (use pr-review) or repo audits (use repo-sentinel).'
    path: skills/immune
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/immune/SKILL.md
    tags:
    - memory
    - error-detection
    - antibodies
    - adaptive
    category: review
    difficulty: intermediate
  - name: lightpanda-browser
    version: 1.0.1
    description: 'Lightweight headless browser automation via Lightpanda and agent-browser CLI: 9x lower memory, 11x faster
      than Chromium, for scraping and DOM interaction without rendering. Triggers on: "lightpanda", "lightweight browser",
      "fast headless browser", "headless scraping", "low memory browser", "browser without rendering".'
    path: skills/lightpanda-browser
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/lightpanda-browser/SKILL.md
    tags:
    - browser
    - headless
    - scraping
    - lightweight
    category: visualization
    difficulty: beginner
  - name: linkedin-post-style
    version: 1.2.2
    description: 'Writes LinkedIn posts in a direct, analytical, dry-humored technical voice with visual companion guidance.
      Triggers on: "write this in my style", "draft a post", "rewrite this for LinkedIn", "post about this", "how should I
      phrase this".'
    path: skills/linkedin-post-style
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/linkedin-post-style/SKILL.md
    tags:
    - linkedin
    - social-media
    - writing
    - content
    category: review
    difficulty: intermediate
  - name: literature-review
    version: 1.0.1
    description: 'Systematic literature review workflow: scope, search (arXiv, Semantic Scholar, Google Scholar), screen,
      extract, synthesize, and identify gaps. Triggers on: "literature review", "survey the literature", "related work", "systematic
      review", "synthesize the research", "find papers about", "research gap analysis".'
    path: skills/literature-review
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/literature-review/SKILL.md
    complements:
    - arxiv-search
    - research-critique
    - manuscript-review
    - manuscript-provenance
    - citation-audit
    tags:
    - academic
    - literature
    - synthesis
    - citations
    category: review
    difficulty: intermediate
  - name: manuscript-provenance
    version: 1.2.0
    description: 'Computational provenance audit verifying every number, table, and figure in a manuscript derives from code,
      not manual entry. Triggers on: "check provenance", "verify reproducibility", "audit my pipeline", "are my numbers from
      code", "provenance audit". Companion to manuscript-review (prose audit).'
    path: skills/manuscript-provenance
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/manuscript-provenance/SKILL.md
    complements:
    - manuscript-review
    - manuscript-typography
    - figure-rhetoric
    - figure-table-quality
    - arxiv-preflight
    - literature-review
    tags:
    - provenance
    - reproducibility
    - computational
    - verification
    category: review
    difficulty: advanced
    phase: review
  - name: manuscript-review
    version: 1.3.0
    description: 'Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and
      submission-readiness checks. Triggers on: "review my paper", "check before submission", "is this ready to submit", "pre-pub
      checklist", "refactor my paper", "check my references", "does the abstract work".'
    path: skills/manuscript-review
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/manuscript-review/SKILL.md
    complements:
    - manuscript-provenance
    - manuscript-typography
    - figure-rhetoric
    - figure-table-quality
    - citation-audit
    - arxiv-preflight
    - arxiv-figures
    - arxiv-package
    - literature-review
    tags:
    - manuscript
    - pre-publication
    - citation-hygiene
    - submission
    category: review
    difficulty: advanced
    phase: review
  - name: manuscript-typography
    version: 1.0.0
    description: 'Audit academic manuscripts for typographic design conventions: booktabs table style, caption placement,
      dashes/quotes, units and numbers, cross-reference style, page layout, typographic hierarchy, professional polish. Triggers
      on: "check typography", "fix formatting", "polish my paper", "check my LaTeX", "typographic review", "make it look professional",
      "check tables", "fix captions". Companion to manuscript-review (content) and arxiv-preflight (compliance).'
    path: skills/manuscript-typography
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/manuscript-typography/SKILL.md
    complements:
    - manuscript-review
    - arxiv-preflight
    - figure-table-quality
    - figure-rhetoric
    - manuscript-provenance
    tags:
    - typography
    - latex
    - formatting
    - booktabs
    - polish
    category: review
    difficulty: advanced
    phase: review
  - name: market-analyzer
    version: 1.0.1
    description: 'Structured market analysis with TAM/SAM/SOM sizing, trends, and competitive landscape via WebSearch, producing
      investor-grade cited reports. Triggers on: "market size", "TAM SAM SOM", "market opportunity", "industry analysis",
      "how big is the market", "market trends". NOT for financial modeling or pricing.'
    path: skills/market-analyzer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/market-analyzer/SKILL.md
    tags:
    - market-sizing
    - tam-sam-som
    - trends
    - industry
    category: research
    difficulty: intermediate
    phase: define
    complements:
    - competitive-analyzer
    - idea-validator
  - name: marp-slides
    version: 1.0.0
    description: 'Author MARP markdown slide decks exportable to PDF, PPTX, and HTML via marp-cli. Covers Marpit directives,
      custom CSS themes, SVG chart recipes, and dashboard components. Triggers on: "marp", "marp deck", "markdown slides",
      "slides from markdown", "marp-cli", "pdf from markdown", "pptx from markdown".'
    path: skills/marp-slides
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/marp-slides/SKILL.md
    tags:
    - slides
    - presentation
    - marp
    - markdown
    - pdf
    - pptx
    category: visualization
    difficulty: intermediate
  - name: mcp-to-skill
    version: 1.1.1
    description: 'Converts MCP servers into on-demand skills to cut context window usage, classifying each tool by replacement
      strategy and generating the skill package. Triggers on: "convert MCP", "MCP to skill", "reduce context size", "too many
      tools", "tool token bloat", "MCP migration".'
    path: skills/mcp-to-skill
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/mcp-to-skill/SKILL.md
    tags:
    - mcp
    - skill-conversion
    - context-optimization
    - token-reduction
    category: data
    difficulty: intermediate
    phase: build
  - name: md-to-pdf
    version: 1.2.1
    description: 'Convert Markdown to styled PDFs with Mermaid diagrams, LaTeX/KaTeX math, tables, and code highlighting.
      Triggers on: "convert markdown to pdf", "make a pdf from this md", "export markdown as pdf", "pdf from markdown with
      equations".'
    path: skills/md-to-pdf
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/md-to-pdf/SKILL.md
    tags:
    - pdf
    - markdown
    - mermaid
    - latex
    category: visualization
    difficulty: intermediate
  - name: migration-risk-analyzer
    version: 1.1.1
    description: 'Analyzes database migration scripts for lock contention, downtime, rollback strategy, and deployment risk.
      Triggers on: "analyze this migration", "migration risk", "is this migration safe", "schema change risk", "DDL risk",
      "rollback strategy", "migration review".'
    path: skills/migration-risk-analyzer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/migration-risk-analyzer/SKILL.md
    tags:
    - database
    - migration
    - ddl
    - rollback
    category: review
    difficulty: advanced
    phase: review
  - name: notebooklm
    version: 1.1.1
    description: 'Full NotebookLM API via notebooklm-py CLI: create notebooks, add sources, generate podcasts, videos, infographics,
      slides, quizzes, flashcards, mind maps. Triggers on: "notebooklm", "create a podcast", "audio overview", "generate flashcards",
      "generate infographic", "/notebooklm".'
    path: skills/notebooklm
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/notebooklm/SKILL.md
    tags:
    - notebooklm
    - podcast
    - flashcards
    - source-analysis
    category: research
    difficulty: intermediate
  - name: opus-4-7-migration
    version: 1.0.0
    description: 'Scan a repository for Opus-4.6-era patterns that break or degrade on Opus 4.7 — fixed-budget Extended Thinking
      parameters, retired model ID aliases, and prompts that assumed verbose default output or eager sub-agent delegation.
      Produces a categorized report with file:line references and migration actions. Triggers on: "opus 4.7 migration", "migrate
      to opus 4.7", "audit for opus 4.7", "opus 4.6 to 4.7", "scan for budget_tokens", "find retired model IDs", "adapt repo
      to opus 4.7". NOT for implementing migrations — this skill identifies candidates.'
    path: skills/opus-4-7-migration
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/opus-4-7-migration/SKILL.md
    tags:
    - opus-4-7
    - migration
    - audit
    - model-refresh
    - budget-tokens
    category: review
    difficulty: intermediate
    phase: review
  - name: package-evaluator
    version: 1.3.1
    description: 'Evaluates Claude Code package quality across 6 dimensions for all 7 package types, producing scored audit
      reports. Triggers on: "evaluate package", "audit agent quality", "score this hook", "package audit", "skill quality
      check". NOT for LLM prompts, use prompt-lab.'
    path: skills/package-evaluator
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/package-evaluator/SKILL.md
    tags:
    - quality
    - audit
    - scoring
    - frontmatter
    category: review
    difficulty: intermediate
    phase: review
  - name: paper-to-skill
    version: 1.0.1
    description: 'Converts research papers into executable skill packages via document conversion, critical analysis, and
      co-evolutionary refinement. Triggers on: "convert this paper to a skill", "paper-to-skill", "extract methodology from
      paper", "make a skill from this paper". NOT for literature review, use research-critique.'
    path: skills/paper-to-skill
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/paper-to-skill/SKILL.md
    tags:
    - paper
    - arxiv
    - research
    - skill-generation
    - methodology-extraction
    category: research
    difficulty: advanced
    phase: build
  - name: plan-review
    version: 1.0.1
    description: 'Pre-implementation plan audit stress-testing scope, assumptions, risks, and failure modes before code is
      written. Triggers on: "review this plan", "is this plan solid", "what am I missing", "challenge my assumptions", "stress-test
      this", "/plan-review".'
    path: skills/plan-review
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/plan-review/SKILL.md
    tags:
    - plan-audit
    - scope
    - risk-assessment
    - assumptions
    category: review
    difficulty: intermediate
  - name: pr-review
    version: 1.1.1
    description: 'Diff-based PR review across code quality, test coverage, silent failures, type design, and comment quality
      with severity-ranked findings. Triggers on: "review my PR", "review this code", "check my changes", "audit this PR",
      "code review". NOT for pre-landing gate, use pre-landing-review.'
    path: skills/pr-review
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/pr-review/SKILL.md
    tags:
    - code-review
    - pull-request
    - quality
    - diff-analysis
    category: review
    difficulty: intermediate
    phase: review
  - name: pre-landing-review
    version: 1.0.1
    description: 'Gate-oriented safety audit for code changes before landing, using a checklist with two-pass severity triage.
      Triggers on: "is this safe to land", "pre-landing review", "safety check before merge", "gate check", "/pre-landing-review".
      NOT for diff review, use pr-review.'
    path: skills/pre-landing-review
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/pre-landing-review/SKILL.md
    tags:
    - pre-merge
    - safety-gate
    - code-review
    - checklist
    category: review
    difficulty: intermediate
    phase: review
  - name: prompt-lab
    version: 1.1.1
    description: 'LLM prompt engineering: analyzes failure modes, generates variants (direct, few-shot, CoT), designs rubrics,
      produces test suites. Triggers on: "prompt engineering", "generate prompt variants", "A/B test prompts", "optimize prompt",
      "improve this prompt". NOT for SKILL.md files, use skill-evaluator.'
    path: skills/prompt-lab
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/prompt-lab/SKILL.md
    tags:
    - prompt-engineering
    - evaluation
    - few-shot
    - chain-of-thought
    category: development
    difficulty: intermediate
    phase: build
  - name: qa-systematic
    version: 1.0.1
    description: 'Systematic web application QA testing with issue taxonomy, health scoring, and regression tracking. Triggers
      on: "QA this", "test the app", "smoke test", "run QA", "systematic test", "regression test", "full QA", "/qa-systematic".'
    path: skills/qa-systematic
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/qa-systematic/SKILL.md
    tags:
    - qa
    - testing
    - browser
    - regression
    category: development
    difficulty: advanced
    phase: verify
  - name: rag-auditor
    version: 1.1.1
    description: 'Evaluates RAG pipeline quality across retrieval (precision, recall, MRR) and generation (groundedness, hallucination
      rate). Triggers on: "audit RAG pipeline", "RAG quality", "hallucination detection", "why is RAG failing", "grounding
      check". NOT for general architecture audits, use architecture-reviewer.'
    path: skills/rag-auditor
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/rag-auditor/SKILL.md
    tags:
    - rag
    - retrieval
    - hallucination
    - grounding
    category: review
    difficulty: advanced
    phase: build
  - name: regex-builder
    version: 1.1.1
    description: 'DEPRECATED: The base model generates, explains, and tests regex patterns natively with high accuracy. This
      skill no longer provides meaningful uplift. Retained for reference only.'
    path: skills/regex-builder
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/regex-builder/SKILL.md
    tags:
    - regex
    - pattern-matching
    - testing
    - validation
    category: development
    difficulty: beginner
  - name: remotion-video
    version: 1.1.1
    description: 'Create motion graphics and videos using Remotion (React) with audio sync, web fonts, and TailwindCSS. Triggers
      on: "create a Remotion video", "React video", "motion graphics", "branded video", "product demo video", "video with
      voiceover". NOT for math animations, use concept-to-video.'
    path: skills/remotion-video
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/remotion-video/SKILL.md
    tags:
    - video
    - react
    - remotion
    - motion-graphics
    category: business
    difficulty: advanced
  - name: repo-sentinel
    version: 1.1.1
    description: 'Full security audit for public repositories across 12 attack surfaces: git history, secrets, CI/CD, containers,
      dependencies, licenses. Triggers on: "push to GitHub", "make repo public", "open source this", "is this safe to push",
      "release audit", "secret leaks".'
    path: skills/repo-sentinel
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/repo-sentinel/SKILL.md
    tags:
    - security
    - public-repo
    - secret-scanning
    - audit
    category: review
    difficulty: advanced
    phase: review
  - name: research-critique
    version: 1.0.1
    description: 'Critical analysis of research papers evaluating methodology, claims-evidence alignment, and contribution
      significance. Triggers on: "critique this paper", "review this research", "analyze this study", "evaluate the methodology",
      "is this paper sound". NOT for formatting or submission readiness, use manuscript-review.'
    path: skills/research-critique
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/research-critique/SKILL.md
    tags:
    - research
    - methodology
    - claims-evidence
    - peer-review
    category: review
    difficulty: intermediate
    phase: review
    complements:
    - citation-audit
    - literature-review
  - name: sequential-thinking
    version: 1.1.1
    description: 'DEPRECATED: Opus 4.7''s adaptive thinking covers most cases natively. Structured, reflective problem-solving
      through sequential chain-of-thought reasoning that replaced the Sequential Thinking MCP server. Retained as a reference
      pattern when deterministic, reviewable reasoning traces are required regardless of the model''s adaptive-thinking choice.'
    path: skills/sequential-thinking
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/sequential-thinking/SKILL.md
    tags:
    - reasoning
    - chain-of-thought
    - analysis
    - problem-solving
    category: development
    difficulty: intermediate
  - name: ship-workflow
    version: 1.0.1
    description: 'Automated release pipeline: merges main, runs tests, pre-landing review, version bump, changelog, bisectable
      commits, and PR creation. Triggers on: "ship it", "release this", "prepare for release", "open a PR", "push and PR",
      "land this", "/ship-workflow".'
    path: skills/ship-workflow
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/ship-workflow/SKILL.md
    tags:
    - release
    - ci-cd
    - pull-request
    - changelog
    category: review
    difficulty: intermediate
    phase: ship
  - name: skill-distiller
    version: 1.0.1
    description: 'Converts Opus-quality skills into deterministic Haiku-executable workflows via trace-driven distillation
      and cross-model validation. Triggers on: "distill this skill", "make this skill work on Haiku", "cross-model optimization",
      "optimize skill for cost". NOT for code simplification, use code-refiner.'
    path: skills/skill-distiller
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/skill-distiller/SKILL.md
    tags:
    - distillation
    - cross-model
    - optimization
    - haiku
    - deterministic
    category: development
    difficulty: advanced
    phase: build
  - name: skill-library
    version: 2.0.1
    description: 'Agent-native catalog and installer for armory packages across all 7 types. Browse, search, install, update,
      and remove without leaving session. Triggers on: "list available packages", "install skill", "armory install", "armory
      search", "/library list", "package catalog".'
    path: skills/skill-library
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/skill-library/SKILL.md
    tags:
    - armory
    - catalog
    - install
    - package-management
    - discovery
    category: operations
    difficulty: beginner
  - name: sql-optimizer
    version: 1.1.1
    description: 'Analyzes SQL queries for missing indexes, N+1 patterns, suboptimal joins, and full table scans. Interprets
      EXPLAIN, detects anti-patterns, rewrites queries. Triggers on: "optimize this query", "slow query", "add indexes", "explain
      plan", "N+1 query", "why is this query slow".'
    path: skills/sql-optimizer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/sql-optimizer/SKILL.md
    tags:
    - sql
    - performance
    - database
    - optimization
    category: data
    difficulty: intermediate
    phase: build
  - name: static-web-artifacts-builder
    version: 1.1.1
    description: 'Build self-contained static HTML artifacts opened in a browser: interactive diagrams, dashboards, infographics.
      Pure HTML5+CSS3+inline SVG, zero toolchain. Triggers on: "interactive HTML", "open in browser", "HTML artifact", "visual
      dashboard", "HTML infographic". NOT for PNG/SVG output, use concept-to-image.'
    path: skills/static-web-artifacts-builder
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/static-web-artifacts-builder/SKILL.md
    tags:
    - html
    - interactive
    - dashboard
    - svg
    category: visualization
    difficulty: intermediate
  - name: surrogate-verifier
    version: 1.0.1
    description: 'Generates structured test assertions and failure diagnostics for skill packages from a definition and task
      prompt. Triggers on: "verify this skill", "generate assertions", "surrogate verification", "diagnose skill failure".
      NOT for code review, use pr-review.'
    path: skills/surrogate-verifier
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/surrogate-verifier/SKILL.md
    tags:
    - verification
    - assertions
    - testing
    - co-evolution
    - diagnostics
    - eval
    category: review
    difficulty: advanced
    phase: verify
  - name: task-decomposer
    version: 1.1.1
    description: 'Produces phased task boards from feature requests: dependency-mapped work items, parallelization flags,
      risk flags, edge cases, test matrices. Triggers on: "decompose this feature", "task breakdown with dependencies", "phased
      implementation plan", "work breakdown structure". NOT for effort estimates, use estimate-calibrator.'
    path: skills/task-decomposer
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/task-decomposer/SKILL.md
    tags:
    - task-breakdown
    - dependencies
    - planning
    - phased
    category: development
    difficulty: intermediate
    phase: plan
  - name: tavily
    version: 1.1.1
    description: 'AI-optimized web search via Tavily API when no URL is provided. Returns clean AI-ready snippets for current
      info and news. Triggers on: "search the web", "look up online", "find recent information", "web search". NOT for known
      URLs, use web-fetch.'
    path: skills/tavily
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/tavily/SKILL.md
    tags:
    - web-search
    - research
    - real-time
    - ai-optimized
    category: research
    difficulty: beginner
    complements:
    - competitive-analyzer
  - name: test-harness
    version: 1.1.1
    description: 'Generates pytest test suites with happy path, edge cases, error conditions, fixture scaffolding, mocks,
      async patterns. Triggers on: "generate tests", "write tests for", "test this function", "create test suite", "pytest
      for", "unit tests for", "mock strategy for".'
    path: skills/test-harness
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/test-harness/SKILL.md
    tags:
    - testing
    - pytest
    - test-generation
    - python
    category: development
    difficulty: intermediate
    phase: build
  - name: to-markdown
    version: 1.0.1
    description: 'Convert any file or URL to clean Markdown: PDF, DOCX, XLSX, PPTX, HTML, images (OCR), audio, CSV, YouTube.
      Optimised for LLM pipelines. Triggers on: "convert to markdown", "extract text from PDF", "parse this document", "ingest
      for RAG".'
    path: skills/to-markdown
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/to-markdown/SKILL.md
    tags:
    - conversion
    - markdown
    - document-ingestion
    - pdf
    category: visualization
    difficulty: beginner
  - name: usage-audit
    version: 1.0.0
    description: 'Audit a Claude Code setup for token waste and context bloat. Checks MCP servers, CLAUDE.md, skills, and
      settings against bloat filters. Triggers on: "audit my context", "usage audit", "token audit", "context bloat". NOT
      for codebase audits.'
    path: skills/usage-audit
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/usage-audit/SKILL.md
    tags:
    - context
    - tokens
    - audit
    - claude-code
    - bloat
    category: review
    difficulty: intermediate
  - name: ux-expert
    version: 1.0.0
    description: 'UX design expert for auditing and redesigning pages, dashboards, and data-dense interfaces via 4-phase collaborative
      reviews across 8 UX dimensions. Triggers on: "review UX", "audit this page", "redesign the dashboard", "UX review",
      "improve the layout", "dashboard UX audit", "component recommendations".'
    path: skills/ux-expert
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/ux-expert/SKILL.md
    tags:
    - ux
    - dashboard
    - audit
    - redesign
    - b2b-saas
    category: review
    difficulty: intermediate
    phase: review
  - name: web-fetch
    version: 1.1.1
    description: 'Web content fetching via curl and WebFetch when a specific URL is provided. Covers HTTP GET/POST, JSON APIs,
      HTML, auth, cookies. Triggers on: "fetch this URL", "download HTML", "call this API", "curl this endpoint". NOT for
      search, use tavily.'
    path: skills/web-fetch
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/web-fetch/SKILL.md
    tags:
    - http
    - curl
    - api
    - web-content
    category: content
    difficulty: beginner
    complements:
    - competitive-analyzer
  - name: youtube-analysis
    version: 1.1.1
    description: 'Extract YouTube transcripts and produce structured concept analysis with multi-level summaries, key concepts,
      takeaways. Uses youtube-transcript-api with yt-dlp fallback. Triggers on: "analyze youtube video", "youtube transcript",
      "summarize this video", "extract concepts from video", "video key points", or any youtube.com/youtu.be URL.'
    path: skills/youtube-analysis
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/youtube-analysis/SKILL.md
    tags:
    - youtube
    - analysis
    - skill
    category: visualization
    difficulty: intermediate
  - name: youtube-search
    version: 1.1.1
    description: 'Search YouTube by keyword and return structured video metadata (title, URL, channel, views, duration, date)
      via yt-dlp. No API keys. Triggers on: "search youtube", "find youtube videos", "top youtube videos on", "trending videos
      on", "youtube results for", "yt search", "/yt-search".'
    path: skills/youtube-search
    source: https://github.com/Mathews-Tom/armory/blob/main/skills/youtube-search/SKILL.md
    tags:
    - youtube
    - search
    - skill
    category: research
    difficulty: beginner
  agents:
  - name: code-reviewer
    version: 1.0.0
    description: 'Multi-phase code review agent with severity-ranked findings across naming conventions, cyclomatic complexity,
      error handling, DRY violations, security surface, and test coverage gaps. Produces structured reports with CRITICAL/HIGH/MEDIUM/LOW
      classification and file:line references. Triggers on: "review code", "code review", "check code quality", "audit code",
      "review my code", "code quality check", "lint my code", "find code issues". Use this agent when code has been written
      or modified and needs systematic quality review before commit or merge.'
    path: agents/code-reviewer
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/code-reviewer/AGENT.md
    model: sonnet
    tags:
    - code-review
    - quality
    - severity-ranking
    - sonnet
    category: review
    difficulty: intermediate
  - name: codebase-auditor
    version: 1.0.0
    description: 'Unified multi-dimensional codebase quality assessment that spawns specialized review agents in parallel
      and aggregates findings into a single prioritized report. Covers code quality, security vulnerabilities, secret detection,
      architectural concerns, dependency health, and test coverage gaps. Triggers on: "audit the codebase", "full quality
      check", "comprehensive review", "audit everything", "run all checks", "codebase health check", "quality assessment",
      "audit this repo", "check everything before release", "multi-dimensional review". Use this agent when a broad quality
      assessment across multiple dimensions is needed rather than a single focused review.'
    path: agents/codebase-auditor
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/codebase-auditor/AGENT.md
    model: sonnet
    tags:
    - audit
    - codebase
    - quality
    - sonnet
    category: review
    difficulty: intermediate
  - name: content-strategist
    version: 1.0.0
    description: 'Technical content creation and adaptation engine that transforms topics, research, and source material into
      channel-optimized content across multiple formats. Orchestrates research, writing, slide generation, PDF production,
      and humanization into a unified content pipeline. Produces LinkedIn posts, blog articles, HTML slide decks, and PDF
      reports from a single brief. Triggers on: "create content for", "write a LinkedIn post about", "turn this into a blog
      post", "build a slide deck on", "content strategy for", "repurpose this for", "adapt this content", "write about this
      topic", "create a presentation on", "multi-channel content for". Use this agent when content needs to be created, adapted,
      or distributed across multiple channels or formats from a single topic or source.'
    path: agents/content-strategist
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/content-strategist/AGENT.md
    model: sonnet
    tags:
    - content
    - strategy
    - planning
    - sonnet
    category: content
    difficulty: intermediate
  - name: full-stack-builder
    version: 1.0.0
    description: 'End-to-end implementation agent that takes an architecture document or feature spec and delivers production-ready
      code with tests, API documentation, and security validation. Orchestrates quality skills throughout the build process
      rather than bolting them on at the end. Covers project scaffolding, incremental implementation sprints, and pre-delivery
      review gates. Triggers on: "build this feature", "implement the spec", "scaffold a new project", "full-stack implementation",
      "build from architecture doc", "implement end to end", "create the app", "build it out". Use this agent when a complete
      implementation from spec to production-ready code is needed across multiple components.'
    path: agents/full-stack-builder
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/full-stack-builder/AGENT.md
    model: opus
    tags:
    - full-stack
    - implementation
    - development
    - opus
    category: development
    difficulty: intermediate
  - name: idea-scout
    version: 1.0.0
    description: 'Business idea validation pipeline that orchestrates parallel market research, competitive analysis, and
      feasibility assessment to produce a scored validation report with GO/CAUTION/NO-GO verdict. Constructs a Lean Canvas,
      synthesizes SWOT and PESTLE frameworks, and recommends low-cost experiments to test highest-risk assumptions. Provides
      honest assessment backed by quantified data. Triggers on: "validate this idea", "is this idea viable", "business idea
      assessment", "market validation", "evaluate this business concept", "idea feasibility check", "should I build this",
      "startup idea review". Use this agent when a business idea needs structured validation across market, competitive, and
      feasibility dimensions.'
    path: agents/idea-scout
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/idea-scout/AGENT.md
    model: opus
    tags:
    - ideas
    - research
    - validation
    - opus
    category: research
    difficulty: intermediate
  - name: media-producer
    version: 1.0.0
    description: 'Visual and video asset creation with intelligent format routing. Analyzes concepts and automatically selects
      the optimal output format — static images, architecture diagrams, animated explainers, motion graphics, interactive
      dashboards, or slide presentations. Orchestrates specialized production skills and provides styling guidance for consistent,
      high-quality visual output. Triggers on: "create a visual for", "make a diagram of", "generate a video explaining",
      "build a presentation about", "visualize this architecture", "produce an infographic for", "animate this concept", "create
      slides for", "make a product demo video", "design a visual showing". Use this agent when a concept needs to become a
      visual or video asset and the user has not specified a single production skill by name.'
    path: agents/media-producer
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/media-producer/AGENT.md
    model: sonnet
    tags:
    - media
    - production
    - content
    - sonnet
    category: content
    difficulty: intermediate
  - name: project-architect
    version: 1.0.0
    description: 'System architecture agent that conducts phased requirements discovery and produces production-ready architecture
      documents with technology stack justification, Mermaid diagrams, data flow design, and implementation phases. Gathers
      business context before proposing technical solutions. Triggers on: "architect this system", "design the architecture",
      "system design for", "technical architecture", "help me architect", "design a system for", "create architecture document",
      "what tech stack should I use", "architecture discovery", "system design session", "design this project", "architect
      a solution". Use this agent when starting a new project or major feature that needs structured requirements gathering
      and architecture design.'
    path: agents/project-architect
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/project-architect/AGENT.md
    model: opus
    tags:
    - architecture
    - design
    - planning
    - opus
    category: review
    difficulty: advanced
  - name: project-planner
    version: 1.0.0
    description: 'Task breakdown and project planning agent that decomposes work into dependency-mapped items with three-point
      estimates, milestones, and risk tracking. Produces actionable project plans with parallelization flags and realistic
      timelines calibrated against historical data. Triggers on: "plan this project", "break down the work", "create a project
      plan", "estimate the timeline", "task breakdown", "what are the milestones", "decompose this into tasks", "how long
      will this take", "plan the implementation", "scope this work". Use this agent when a structured project plan with task
      dependencies, estimates, and risk assessment is needed rather than ad-hoc task listing.'
    path: agents/project-planner
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/project-planner/AGENT.md
    model: sonnet
    tags:
    - planning
    - decomposition
    - estimation
    - sonnet
    category: development
    difficulty: intermediate
  - name: proposal-writer
    version: 1.0.0
    description: 'Technical proposal generation with ROI calculation, three-tier pricing, and business-value framing. Gathers
      project scope and client context, models return on investment with calibrated estimates, structures a Problem-Agitate-Solve
      narrative, and produces a complete proposal document with optional PDF export. Triggers on: "write a proposal", "draft
      a proposal", "create a project proposal", "generate a proposal for", "proposal with pricing tiers", "ROI proposal",
      "client proposal with estimates", "proposal with cost breakdown", "prepare a bid", "scope and pricing document". Use
      this agent when a structured client-facing proposal with pricing, ROI modeling, and professional formatting is needed
      — not for internal planning documents or architecture decisions.'
    path: agents/proposal-writer
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/proposal-writer/AGENT.md
    model: opus
    tags:
    - proposals
    - writing
    - business
    - opus
    category: content
    difficulty: intermediate
  - name: release-captain
    version: 1.0.0
    description: 'Ship lifecycle manager that drives code from branch to PR through quality gates, secret scanning, changelog
      generation, and dependency audits. Blocks on failing tests or CRITICAL findings. Produces versioned commits, changelog
      entries, and opens the pull request with full traceability. Triggers on: "ship this", "create a release", "open a PR",
      "prepare for release", "cut a release", "ship it", "ready to merge", "open pull request", "release this branch", "time
      to ship". Use this agent when code is ready to ship and needs quality gates, changelog, and PR creation rather than
      further development.'
    path: agents/release-captain
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/release-captain/AGENT.md
    model: sonnet
    tags:
    - release
    - deployment
    - ci-cd
    - sonnet
    category: operations
    difficulty: intermediate
  - name: research-analyst
    version: 1.0.0
    description: 'Deep research agent that conducts multi-source investigation and produces structured synthesis reports.
      Spawns parallel research agents across web, academic, video, and document sources, cross-references findings, identifies
      gaps and contradictions, and delivers cited analysis with confidence ratings. Triggers on: "research this topic", "investigate",
      "deep dive into", "what does the research say about", "survey the landscape", "analyze this space", "comprehensive research
      on", "gather evidence for", "research report on", "explore the state of", "literature survey", "multi-source analysis".
      Use this agent when a thorough investigation across multiple source types is needed rather than a quick web search or
      single-source lookup.'
    path: agents/research-analyst
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/research-analyst/AGENT.md
    model: opus
    tags:
    - research
    - analysis
    - synthesis
    - opus
    category: research
    difficulty: advanced
  - name: secret-scanner
    version: 1.0.0
    description: 'Pre-commit secret detection agent scanning for hardcoded API keys, passwords, tokens, connection strings,
      private keys, and high-entropy strings. Detects known provider key patterns (AWS, GitHub, Slack, Stripe, Google, Azure),
      .env values leaked into source code, and PEM-encoded private keys. Designed for fast pre-commit gating with zero false-negative
      tolerance. Triggers on: "scan for secrets", "check for hardcoded keys", "secret detection", "credential scan", "find
      leaked keys", "check for passwords in code", "pre-commit secret check". Use this agent when code is about to be committed
      and needs a secrets gate.'
    path: agents/secret-scanner
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/secret-scanner/AGENT.md
    model: haiku
    tags:
    - secrets
    - scanning
    - security
    - haiku
    category: security
    difficulty: intermediate
  - name: security-reviewer
    version: 1.0.0
    description: 'Vulnerability scanner for OWASP Top 10 patterns including SQL injection, cross-site scripting (XSS), broken
      authentication, insecure deserialization, path traversal, SSRF, and security misconfiguration. Produces severity-ranked
      findings with exploit scenarios and remediation guidance. Triggers on: "security review", "scan for vulnerabilities",
      "check security", "audit security", "find security issues", "OWASP scan", "vulnerability check", "security analysis".
      Use this agent when code needs security-focused review for injection, authentication, or data exposure vulnerabilities.'
    path: agents/security-reviewer
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/security-reviewer/AGENT.md
    model: sonnet
    tags:
    - security
    - review
    - vulnerabilities
    - sonnet
    category: security
    difficulty: advanced
  - name: skill-librarian
    version: 1.0.0
    description: 'Reflective write-phase orchestrator that observes completed task transcripts and proposes additions or augmentations
      to the armory skill library. Implements the write phase of the Memento-Skills reflective loop (arXiv 2603.18743): classifies
      a conversation as handled by an existing skill, needing augmentation, or requiring a new draft. Routes drafts through
      paper-to-skill''s specification stage and test-engineer''s generate-verify loop, gates on package-evaluator, and opens
      a pull request tagged for human review. Triggers on: "librarian review", "review this transcript for new skills", "propose
      a skill from this conversation", "draft skill from transcript", "catalog this workflow", "suggest skill addition", "analyze
      conversation for skill gaps", "reflective skill review". NOT for refining in-progress skills (use test-engineer directly)
      or creating skills from research papers (use paper-to-skill directly).'
    path: agents/skill-librarian
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/skill-librarian/AGENT.md
    model: sonnet
    tags:
    - memento-skills
    - reflective-learning
    - write-phase
    - skill-generation
    - sonnet
    category: development
    difficulty: advanced
  - name: skill-router
    version: 1.0.0
    description: 'Outcome-weighted package selector that maps a task prompt to the armory packages most likely to handle it
      successfully, ranked by historical pass rate rather than static description matching. Implements the read phase of the
      Memento-Skills reflective loop (arXiv 2603.18743): consults dist/router_index.json (built nightly from evals/history.jsonl)
      to find packages that have historically succeeded on signature-similar tasks, and falls back to the static /route command
      when no history exists or confidence is low. Triggers on: "route this task", "which skill for this", "best package for",
      "skill router", "pick the best package", "recommend packages for", "rank packages for this task", "outcome-weighted
      routing". NOT for static decision-tree lookup (use /route command directly). NOT for installing or managing packages
      (use skill-library skill).'
    path: agents/skill-router
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/skill-router/AGENT.md
    model: haiku
    tags:
    - memento-skills
    - routing
    - retrieval
    - haiku
    - read-phase
    category: operations
    difficulty: beginner
  - name: team-lead
    version: 1.0.0
    description: 'Meta-orchestrator agent that analyzes complex requests, decomposes them into agent-sized tasks, delegates
      to specialized agents, manages sequencing and parallelism, and synthesizes results into unified deliverables. Acts as
      the intelligent router and coordinator across the full agent team. Triggers on: "handle this end to end", "take care
      of everything", "coordinate the team", "manage this project", "orchestrate this work", "delegate this across agents",
      "team lead", "run the full pipeline", "I need the whole workflow", "end to end", "full lifecycle". Use this agent when
      a task spans multiple agent domains and needs coordination rather than a single focused agent.'
    path: agents/team-lead
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/team-lead/AGENT.md
    model: opus
    tags:
    - orchestration
    - delegation
    - multi-agent
    - opus
    category: operations
    difficulty: advanced
  - name: test-engineer
    version: 1.0.0
    description: 'Co-evolutionary skill evolution agent that orchestrates generate-verify-refine loops to produce high-quality
      skill packages. Implements EvoSkills Algorithm 1: a Generator (Opus) writes multi-file skill packages, a Surrogate Verifier
      (Sonnet) generates test assertions and failure diagnostics in an informationally isolated session, and a Ground-Truth
      Oracle returns opaque pass/fail. Iterates until convergence or budget exhaustion. Triggers on: "evolve a skill", "generate
      skill for", "create and test skill", "skill evolution", "co-evolutionary skill", "improve this skill", "refine skill
      quality", "evo-skill", "auto-generate skill", "evolve skill from scratch". Use this agent when creating new skills or
      significantly improving existing ones through automated refinement rather than manual editing. NOT for generating application
      tests (use test-harness skill). NOT for reviewing existing code (use code-reviewer agent).'
    path: agents/test-engineer
    source: https://github.com/Mathews-Tom/armory/blob/main/agents/test-engineer/AGENT.md
    model: opus
    tags:
    - evolution
    - skill-generation
    - co-evolutionary
    - testing
    - opus
    category: development
    difficulty: advanced
  hooks:
  - name: anatomy-index
    version: 1.0.0
    description: 'Generates and maintains a project file index with one-line descriptions and token estimates. On session
      start or first tool use, builds .claude/anatomy.md by walking the project tree. Before Read, displays the target file
      summary so Claude can decide to skip. After Write/Edit, updates the changed file entry in the index. Respects .gitignore
      exclusions. Triggers on: file index, project map, codebase anatomy, file summary index, project structure overview.'
    path: hooks/anatomy-index
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/anatomy-index/HOOK.md
    events:
    - PreToolUse
    - PostToolUse
    tags:
    - context
    - index
    - anatomy
    - efficiency
    category: operations
    difficulty: intermediate
  - name: cost-tracker
    version: 2.0.0
    description: Tracks per-tool token usage, waste indicators, and session costs. Fires on PostToolUse for Read/Write/Edit
      to estimate tokens per operation and detect wasteful patterns (repeated reads, large reads with anatomy summaries, full-file
      reads). On Stop, writes a backward-compatible CSV row and a companion JSON summary with per-tool token breakdowns, waste
      percentage, and top 5 wasteful operations. Integrates with read-dedup tracker and anatomy-index for cross-hook waste
      detection.
    path: hooks/cost-tracker
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/cost-tracker/HOOK.md
    events:
    - PostToolUse
    - Stop
    tags:
    - cost
    - tokens
    - usage
    - logging
    - waste
    - efficiency
    category: operations
    difficulty: intermediate
  - name: git-protection
    version: 1.0.0
    description: 'Blocks dangerous git operations that can cause irreversible data loss. Intercepts Bash tool invocations
      before execution and inspects the command string for destructive patterns: force-push (push --force / push -f), hard
      reset (reset --hard), deletion of main/master branches (branch -D main/master), and aggressive clean (clean -fd). Use
      this hook when working in repositories where accidental destructive git commands could wipe uncommitted work or rewrite
      shared history.'
    path: hooks/git-protection
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/git-protection/HOOK.md
    events:
    - PreToolUse
    tags:
    - git
    - branch-protection
    - safety
    - hooks
    category: operations
    difficulty: beginner
  - name: handoff-on-stop
    version: 0.1.0
    description: 'Refreshes `.docs/handoff.md` on session Stop when a project has opted in by already having that file. Invokes
      the handoff skill silently, logs failures, and continues without blocking shutdown. Triggers on: "handoff on stop",
      "session end handoff", "auto refresh handoff", "Stop hook", "session continuity hook", "save context on stop". Use this
      hook when projects need automatic session-continuity updates at the end of coding-agent sessions without creating handoff
      files everywhere.'
    path: hooks/handoff-on-stop
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/handoff-on-stop/HOOK.md
    events:
    - Stop
    tags:
    - handoff
    - session-continuity
    - stop-hook
    - runbook
    category: operations
    difficulty: intermediate
    phase: ship
  - name: pre-edit-backup
    version: 1.0.0
    description: Creates a backup copy of any file before Claude Code edits it. Fires on PreToolUse for the Edit tool, reads
      the file_path from the tool input JSON, and copies the original file to ~/.claude/backups/ with a timestamped filename.
      Maintains a maximum of 20 backup files by deleting the oldest when the limit is exceeded. Use this hook when you want
      a local safety net for file edits that goes beyond git history.
    path: hooks/pre-edit-backup
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/pre-edit-backup/HOOK.md
    events:
    - PreToolUse
    tags:
    - backup
    - files
    - safety
    - pre-edit
    category: operations
    difficulty: beginner
  - name: prompt-context
    version: 1.0.0
    description: 'Injects a text file into every prompt as additionalContext via the UserPromptSubmit event. Reads from project-level
      .claude/prompt-context.txt first, falling back to ~/.claude/prompt-context.txt. Fail-open: missing or unreadable files
      exit 0 silently rather than blocking input. Use this hook to enforce output styles, inject project reminders, prime
      roles, or apply constraints that survive context compaction — the injection lands adjacent to the user prompt on every
      turn, the highest-attention slot in the context window. Triggers on: inject prompt context, persistent instructions,
      system prompt injection, context injection hook, output style hook.'
    path: hooks/prompt-context
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/prompt-context/HOOK.md
    events:
    - UserPromptSubmit
    tags:
    - context
    - prompt
    - style
    - injection
    - compaction-immune
    category: operations
    difficulty: beginner
  - name: read-dedup
    version: 1.0.0
    description: 'Detects and warns about duplicate file reads within a Claude Code session. Fires on PreToolUse for the Read
      tool, tracks files read in a session-scoped temp file, and emits a stderr warning with estimated token count when a
      file is read again. Reduces wasted context by nudging the model to reuse knowledge from earlier reads. Triggers on:
      duplicate read detection, token waste, re-read prevention, file read tracker, context dedup.'
    path: hooks/read-dedup
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/read-dedup/HOOK.md
    events:
    - PreToolUse
    tags:
    - context
    - dedup
    - tokens
    - efficiency
    category: operations
    difficulty: beginner
  - name: simplify-ignore
    version: 1.1.0
    description: 'Collapses code blocks marked with simplify-ignore-start/simplify-ignore-end comment markers before the agent
      reads a file. Redirects the Read tool to a collapsed copy via updatedInput and adds additionalContext warning the agent
      not to edit collapsed regions. On Stop, cleans up the session cache directory. Prevents agents from modifying infrastructure
      code, generated code, or complex subsystems they should not touch. Language-agnostic — works with any comment syntax.
      Triggers on: "hide code from agent", "code folding", "protect code sections", "collapse infrastructure code", "simplify-ignore
      markers".'
    path: hooks/simplify-ignore
    source: https://github.com/Mathews-Tom/armory/blob/main/hooks/simplify-ignore/HOOK.md
    events:
    - PreToolUse
    - Stop
    tags:
    - context
    - simplify
    - code-folding
    - efficiency
    category: operations
    difficulty: intermediate
  rules:
  - name: adaptive-thinking-control
    version: 1.0.0
    description: 'Controls reasoning depth on Claude Opus 4.7 via prompt-level directives, replacing the removed fixed-budget
      Extended Thinking feature. Opus 4.7 uses adaptive thinking — the model chooses whether to think at each step — so the
      lever moved from a numeric budget_tokens parameter to specific prompt phrases that nudge depth up or down. Covers the
      deeper-reasoning cue, the lower-latency cue, anti-patterns (setting budget_tokens on 4.7, assuming the model will always
      think by default), and effort-level interactions. Use this rule when prompting Opus 4.7 for tasks where reasoning depth
      or latency materially affects the outcome. Triggers on: "adaptive thinking", "thinking budget", "extended thinking",
      "budget_tokens", "Opus 4.7 thinking", "make Claude think harder", "make Claude faster", "reasoning depth", "latency
      vs reasoning", "xhigh effort", "max effort".'
    path: rules/adaptive-thinking-control
    source: https://github.com/Mathews-Tom/armory/blob/main/rules/adaptive-thinking-control/RULE.md
    scope: global
    tags:
    - opus-4-7
    - adaptive-thinking
    - prompting
    - effort
    - extended-thinking
    category: development
    difficulty: beginner
  - name: commit-standards
    version: 1.0.0
    description: Enforces conventional commit format, branch naming conventions, and commit message structure for consistent
      version control history. Covers type prefixes (feat, fix, chore, docs, refactor, test, perf, ci, build, style), scope
      requirements, subject line constraints, body formatting, BREAKING CHANGE footers, and merge/squash policy. Use this
      rule when writing commit messages, naming branches, preparing pull requests, or establishing git workflow standards.
      Triggers on "commit message", "branch naming", "conventional commits", "git workflow", "commit format", "merge strategy",
      "squash commits".
    path: rules/commit-standards
    source: https://github.com/Mathews-Tom/armory/blob/main/rules/commit-standards/RULE.md
    scope: global
    tags:
    - commits
    - conventional
    - git
    - branch-naming
    category: content
    difficulty: beginner
  - name: security-standards
    version: 1.0.0
    description: Defines security standards for application development including secret management (environment variables,
      vault integration, never hardcode), input validation at system boundaries, authentication and session handling (JWT,
      refresh tokens, session expiry), HTTP security headers, file upload restrictions, SQL parameterization, dependency scanning,
      and CORS policy. Use this rule when handling secrets, implementing authentication, validating user input, configuring
      HTTP security, processing file uploads, or writing database queries. Triggers on "security rules", "secret management",
      "input validation", "security standards", "JWT handling", "CORS policy", "SQL injection", "file upload security", "dependency
      scanning", "HTTP headers".
    path: rules/security-standards
    source: https://github.com/Mathews-Tom/armory/blob/main/rules/security-standards/RULE.md
    scope: global
    tags:
    - security
    - secrets
    - input-validation
    - authentication
    category: security
    difficulty: beginner
  - name: test-standards
    version: 1.0.0
    description: Defines testing standards including coverage thresholds (80% overall, 90% new code, 95% critical paths),
      test naming conventions, structural patterns (arrange-act-assert), test categorization (unit/integration/e2e), fixture
      management, mock boundaries, and CI gate requirements. Use this rule when writing tests, setting up test infrastructure,
      reviewing test quality, or defining coverage requirements. Triggers on "test coverage", "testing standards", "test requirements",
      "coverage thresholds", "unit test", "integration test", "test structure", "arrange act assert", "mock boundaries", "test
      naming".
    path: rules/test-standards
    source: https://github.com/Mathews-Tom/armory/blob/main/rules/test-standards/RULE.md
    scope: global
    tags:
    - testing
    - coverage
    - pytest
    - ci
    category: review
    difficulty: beginner
  - name: token-efficiency
    version: 1.0.0
    description: 'Enforces token-efficient tool usage patterns to reduce context waste and lower session costs. Covers file
      reading strategies (targeted line-range reads, avoiding re-reads of in-context files), search-first patterns (Grep/Glob
      before full Read), write discipline (never write unchanged content, append without full read), and context management
      (check summaries before committing to full reads). Use this rule when optimizing Claude Code session efficiency, reducing
      token consumption, or establishing tool-usage best practices. Triggers on: "token efficiency", "reduce tokens", "context
      waste", "tool usage", "read efficiency", "minimize reads", "save tokens", "optimize reads", "how to reduce token usage",
      "session cost", "context window management".'
    path: rules/token-efficiency
    source: https://github.com/Mathews-Tom/armory/blob/main/rules/token-efficiency/RULE.md
    scope: global
    tags:
    - token-efficiency
    - context-management
    - tool-usage
    - cost-reduction
    category: development
    difficulty: beginner
  commands:
  - name: evolve
    version: 1.0.0
    description: 'Co-evolutionary skill generation command. Given a task domain or research paper, generates a complete skill
      package through automated generate-verify-refine loops. Wraps the test-engineer agent for one-shot skill creation. Supports
      paper-to-skill conversion via arXiv URLs and optional Haiku distillation. Triggers on: "/evolve", "evolve a skill",
      "generate skill from paper", "auto-generate skill", "create skill via evolution", "evo-skill command". Use this command
      for streamlined skill creation rather than invoking the full test-engineer agent workflow manually. NOT for running
      application tests (use /tdd). NOT for security scanning (use /security-scan).'
    path: commands/evolve
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/evolve/COMMAND.md
    tags:
    - evolution
    - skill-generation
    - co-evolutionary
    - command
    category: meta
    difficulty: intermediate
  - name: handoff
    version: 0.1.0
    description: 'Slash-command wrapper for the handoff skill. `/handoff` refreshes `.docs/handoff.md`; `/handoff init` scaffolds
      the schema in greenfield projects; both preserve the 200-line cap and authority boundary. Triggers on: "/handoff", "/handoff
      init", "update handoff", "refresh handoff", "session handoff", "create handoff", "resume checklist". Use this command
      when pausing, ending, transferring, or resuming in-flight coding work across agent sessions.'
    path: commands/handoff
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/handoff/COMMAND.md
    tags:
    - handoff
    - slash-command
    - session-continuity
    - runbook
    category: development
    difficulty: intermediate
    phase: ship
  - name: refactor
    version: 1.0.0
    description: 'Code simplification workflow that identifies and cleans recently modified files. Uses git diff to find changed
      files, analyzes cyclomatic complexity, detects duplicated logic, simplifies nested conditionals, extracts helpers only
      when justified, and verifies behavior preservation through tests. Triggers on: "/refactor", "clean up recent changes",
      "simplify this code", "reduce complexity", "clean before PR", "tidy up my code". Use this command when code works correctly
      but needs simplification before committing or merging.'
    path: commands/refactor
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/refactor/COMMAND.md
    tags:
    - refactoring
    - code-quality
    - simplification
    category: development
    difficulty: intermediate
    phase: review
  - name: route
    version: 1.0.0
    description: 'Skill router that maps user tasks to the best armory packages. Provides a decision-tree organized by development
      lifecycle phase (define, plan, build, verify, review, ship) plus cross-cutting domains (research, content, business).
      Triggers on: "/route", "which skill", "what package", "find the right skill", "help me pick a skill", "discover packages".
      Use this command when unsure which armory skill, agent, or command to use for a task.'
    path: commands/route
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/route/COMMAND.md
    tags:
    - discovery
    - routing
    - meta
    - navigation
    category: operations
    difficulty: beginner
    phase: plan
  - name: security-scan
    version: 1.0.0
    description: 'Security audit workflow that scans a codebase path or scope for vulnerabilities across six categories: hardcoded
      secrets, input validation, authentication and authorization logic, dependency vulnerabilities, HTTP security headers,
      and misconfiguration. Produces severity-ranked findings with remediation guidance. Triggers on: "/security-scan", "scan
      for vulnerabilities", "security audit this code", "check for hardcoded secrets", "find security issues", "vulnerability
      scan". Use this command when auditing code for security issues before deployment or during review.'
    path: commands/security-scan
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/security-scan/COMMAND.md
    tags:
    - security
    - scanning
    - vulnerabilities
    - audit
    category: review
    difficulty: intermediate
    phase: review
  - name: tdd
    version: 1.0.0
    description: 'Test-driven development workflow for functions, modules, or features. Guides Claude through the red-green-refactor
      cycle: understand requirements, write a failing test first, implement minimal code to pass, refactor, repeat. Enforces
      test-first discipline with rules for naming, assertion specificity, edge case generation, and cycle termination. Triggers
      on: "/tdd", "test-driven", "write tests first", "red green refactor", "TDD workflow", "test first development". Use
      this command when starting implementation work where tests should drive the design.'
    path: commands/tdd
    source: https://github.com/Mathews-Tom/armory/blob/main/commands/tdd/COMMAND.md
    tags:
    - tdd
    - testing
    - red-green-refactor
    - test-first
    category: development
    difficulty: intermediate
    phase: build
  utilities:
  - name: arxiv-search
    version: 1.0.0
    description: Searches arXiv for academic papers by keyword, author, title, or category and outputs structured JSON with
      full metadata (title, authors, abstract, dates, categories, DOI, PDF URL). Supports field-prefixed queries (au:, ti:,
      abs:, cat:), sorting by relevance/date, result limits, and direct ID lookup. Use this utility when you need to discover
      research papers, build a reading list, gather references for a literature review, fetch paper metadata by arXiv ID,
      or survey recent publications in a research area. Complements research-critique (per-paper analysis) and literature-review
      (multi-paper synthesis).
    path: utilities/arxiv-search
    source: https://github.com/Mathews-Tom/armory/blob/main/utilities/arxiv-search/UTILITY.md
    runtime: python
    complements:
    - literature-review
    - research-critique
    tags:
    - arxiv
    - academic
    - papers
    - search
    category: review
    difficulty: beginner
  - name: dependency-tree
    version: 1.0.0
    description: Parses project dependency configuration files (pyproject.toml, package.json, go.mod) and prints a formatted
      dependency tree to stdout. Auto-detects project type from files present in the working directory. Supports depth limiting
      for large dependency graphs. Use this utility when you need to visualize project dependencies, inspect version constraints,
      or get a quick overview of what a project depends on without running package manager commands.
    path: utilities/dependency-tree
    source: https://github.com/Mathews-Tom/armory/blob/main/utilities/dependency-tree/UTILITY.md
    runtime: python
    tags:
    - dependencies
    - tree
    - analysis
    - packages
    category: visualization
    difficulty: intermediate
  - name: test-coverage-report
    version: 1.0.0
    description: Summarizes test coverage for recently changed files by comparing git diffs against existing test files. Runs
      git diff to identify changed source files, checks whether corresponding test files exist, and prints a summary table.
      Exits non-zero if any changed source file lacks a test file. Use this utility when reviewing a branch or commit to verify
      that changed code has accompanying tests before merging.
    path: utilities/test-coverage-report
    source: https://github.com/Mathews-Tom/armory/blob/main/utilities/test-coverage-report/UTILITY.md
    runtime: python
    tags:
    - coverage
    - testing
    - reports
    - metrics
    category: review
    difficulty: intermediate
  presets:
  - name: ai-builder
    version: 1.0.0
    description: AI development toolkit for building, testing, and optimizing LLM-powered systems in Claude Code. Bundles
      agent development, prompt engineering, GPU and inference optimization, RAG pipeline auditing, MCP server conversion,
      and notebook generation into a single install. Covers the full AI workflow from designing prompts through building agents,
      optimizing GPU utilization, auditing retrieval quality, and extending tool integrations. Use this preset when setting
      up an AI development environment, machine learning toolkit, or LLM tools workspace. Relevant for agent development,
      MCP development, RAG pipeline construction, and inference optimization workflows.
    path: presets/ai-builder
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/ai-builder/PRESET.md
    tags:
    - ai
    - agent
    - development
    - toolkit
    category: review
    difficulty: intermediate
  - name: biz-validation
    version: 1.1.0
    description: 'DEPRECATED: Superseded by the idea-scout agent, which orchestrates the same skills (market-analyzer, competitive-analyzer,
      feasibility-assessor, idea-validator) with parallel research delegation, weighted scoring, and GO/CAUTION/NO-GO verdicts.
      Use idea-scout agent instead.'
    path: presets/biz-validation
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/biz-validation/PRESET.md
    tags:
    - business
    - validation
    - market
    - feasibility
    category: research
    difficulty: intermediate
  - name: content-ops
    version: 1.1.0
    description: 'DEPRECATED: Superseded by the content-strategist agent, which orchestrates content skills (humanize, linkedin-post-style,
      html-presentation, md-to-pdf, tavily, youtube-analysis) with per-channel adaptation, audience-aware tone, and automated
      quality passes. Use content-strategist agent instead.'
    path: presets/content-ops
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/content-ops/PRESET.md
    tags:
    - content
    - writing
    - publishing
    - workflow
    category: review
    difficulty: intermediate
  - name: core
    version: 1.0.0
    description: 'Essential packages for every Claude Code user. Bundles pull request review, code refinement, pre-landing
      checks, git branch protection, and commit message standards into a single install. Use this preset when setting up a
      new project or onboarding a teammate who needs a reliable baseline without opinionated language-specific tooling. Covers
      the review-commit lifecycle: review changes, refine code quality, verify pre-merge readiness, prevent force-pushes to
      protected branches, and enforce consistent commit messages.'
    path: presets/core
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/core/PRESET.md
    tags:
    - essential
    - baseline
    - review
    - git
    category: review
    difficulty: intermediate
  - name: eng-ops
    version: 1.1.0
    description: 'DEPRECATED: Superseded by the release-captain and full-stack-builder agents. release-captain orchestrates
      ship-workflow, changelog-composer, pre-landing-review, dependency-audit with quality gates. full-stack-builder handles
      implementation with test-harness, code-refiner, and api-docs-generator. Use these agents instead.'
    path: presets/eng-ops
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/eng-ops/PRESET.md
    tags:
    - engineering
    - operations
    - ci-cd
    - release
    category: review
    difficulty: intermediate
  - name: media-craft
    version: 1.1.0
    description: 'DEPRECATED: Superseded by the media-producer agent, which orchestrates the same skills (concept-to-image,
      concept-to-video, remotion-video, html-presentation, static-web-artifacts-builder, architecture-diagram) with intelligent
      format routing based on content type. Use media-producer agent instead.'
    path: presets/media-craft
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/media-craft/PRESET.md
    tags:
    - media
    - video
    - visualization
    - design
    category: visualization
    difficulty: intermediate
  - name: python-strict
    version: 1.0.0
    description: 'Full-stack Python enforcement preset. Extends the core review-commit lifecycle with test-driven development,
      automated code review agents, secret scanning, security standards, test coverage rules, and pre-edit backups. Use this
      preset when working on Python projects that demand strict quality gates: typed codebases, libraries with public APIs,
      or services handling sensitive data. Bundles 12 packages across skills, agents, rules, hooks, and commands into a single
      install.'
    path: presets/python-strict
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/python-strict/PRESET.md
    tags:
    - python
    - typing
    - testing
    - strict
    category: review
    difficulty: intermediate
  - name: research
    version: 1.1.0
    description: 'DEPRECATED: Superseded by the research-analyst agent, which orchestrates literature-review, tavily, youtube-analysis,
      competitive-analyzer, and web-fetch with parallel multi-source investigation, cross-referencing, and confidence-rated
      synthesis. Use research-analyst agent instead.'
    path: presets/research
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/research/PRESET.md
    tags:
    - research
    - academic
    - literature
    - analysis
    category: review
    difficulty: intermediate
  - name: sec-strict
    version: 1.0.0
    description: Security-focused preset for projects requiring audit-grade protection. Extends the core review-commit lifecycle
      with security-specific review agents, secret scanning, dependency vulnerability auditing, repository configuration sentinel,
      cost tracking, and security coding standards. Use this preset for applications handling sensitive data, regulated environments,
      or any codebase where security posture is a primary concern. Bundles 12 packages across skills, agents, rules, hooks,
      and commands.
    path: presets/sec-strict
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/sec-strict/PRESET.md
    tags:
    - security
    - scanning
    - secrets
    - strict
    category: review
    difficulty: intermediate
  - name: session-continuity
    version: 0.1.0
    description: 'Bundles the handoff skill, `/handoff` command, and opt-in Stop hook for maintaining `.docs/handoff.md` as
      a project-local session-continuity runbook. Covers refresh, greenfield scaffold, automatic Stop-event rewrite, authority-boundary
      enforcement, and 200-line cap. Triggers on: "session continuity", "handoff preset", "install handoff", "preserve session
      state", "cold-start primer", "resume checklist". Use this preset when teams want atomic install/uninstall of handoff
      capture across coding agents.'
    path: presets/session-continuity
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/session-continuity/PRESET.md
    tags:
    - session-continuity
    - handoff
    - preset
    - runbook
    category: operations
    difficulty: intermediate
    phase: ship
  - name: skill-evolution
    version: 1.0.0
    description: 'Skill generation and co-evolutionary refinement tools. Bundles the test-engineer agent (co-evolutionary
      loop), surrogate-verifier (isolated assertion generation), skill-distiller (Opus-to-Haiku conversion), paper-to-skill
      (research-to-skill pipeline), plus supporting skills (package-evaluator, immune, research-critique) and the /evolve
      command. Installs the complete EvoSkills-inspired skill factory. Triggers on: "install skill evolution", "set up skill
      generation", "install evo-skill tools", "skill factory preset", "co-evolutionary tools", "install skill refinement pipeline".
      Use this preset when building an autonomous skill generation pipeline or when you want to automatically create, test,
      and refine skill packages.'
    path: presets/skill-evolution
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/skill-evolution/PRESET.md
    tags:
    - evolution
    - skill-generation
    - co-evolutionary
    - pipeline
    category: meta
    difficulty: advanced
  - name: terse-mode
    version: 1.0.0
    description: 'Enforces terse, no-narration output from Claude Code. Bundles the prompt-context hook with a curated terse
      rules file that strips hedging, praise, soft language, meta-commentary, engagement phrases, and unsolicited offers from
      every response. Use this preset when you want action-only output without preambles, postambles, or trailing questions
      — code over prose, facts over hedging, stop at the information boundary. Triggers on: terse mode, concise output, minimal
      responses, quiet mode, no narration, brief output style.'
    path: presets/terse-mode
    source: https://github.com/Mathews-Tom/armory/blob/main/presets/terse-mode/PRESET.md
    tags:
    - terse
    - concise
    - style
    - output
    - verbosity
    category: operations
    difficulty: beginner