This skill should be used when the user asks to "show insights", "analyze health trends", "view risk indicators", "get smart recommendations", "show traceability analysis", or "review pipeline intelligence". It runs the insights engine to produce health scores, traceability analysis, risk indicators, and AI-powered recommendations. Use this skill whenever the user mentions insights, trends, risk analysis, or recommendations.

This skill should be used when the user asks to "install hooks", "set up git hooks", "enable assertion integrity", "install pre-commit hooks", "configure commit validation", or "protect test hashes". It installs git pre-commit and post-commit hooks that enforce assertion integrity by validating .feature file SHA-256 hashes on every commit. Use this skill whenever the user mentions hooks, assertion integrity, or commit validation.

This skill should be used when the user asks to "build knowledge graph", "trace requirements", "show traceability", "map dependencies between artifacts", "visualize requirement flow", or "detect orphan nodes". It builds a knowledge graph tracing Constitution principles to requirements, tests, and tasks with edge types (governs, verified_by, implemented_by, validates). Use this skill whenever the user mentions knowledge graph, traceability, orphan detection, or requirement mapping.

This skill should be used when the user asks to "create a feature", "select a feature", "list features", "switch feature", "add new feature to project", or "manage features". It creates, selects, and lists features in the specs/ directory with proper numbering and directory structure. Use this skill whenever the user mentions feature creation, feature selection, or feature management.

This skill should be used when the user asks to "run a demo", "show me how SDD works", "generate a demo project", "create a sample project", "demonstrate the pipeline", or "try SDD with example data". It generates a complete demo project with realistic features, specs, tests, tasks, and opens the dashboard for exploration. Use this skill whenever the user mentions demo, demonstration, sample project, or try SDD.

This skill should be used when the user asks to "generate dashboard", "refresh dashboard", "build command center", "update ALM views", "regenerate pipeline visualization", or "open dashboard". It generates both the single-file dashboard and the multi-page ALM Command Center with all views (pipeline, specs, quality, intelligence, workspace, governance, logs, backlog, search). Use this skill whenever the user mentions dashboard, command center, ALM, or pipeline visualization.

This skill should be used when the user asks to "capture input", "save to RAG memory", "index a file", "store reference material", "capture document for context", or "add to knowledge base". It captures session inputs as RAG memory files with frontmatter, abstract, key takeaways, and full content. Workspace-aware routing sends captures to the active workspace's rag/ folder. Use this skill whenever the user mentions capture, RAG, memory indexing, or knowledge base storage.

This skill should be used when the user asks to "generate QA plan", "refresh QA plan", "check definition of done", "review acceptance criteria", "audit gate status", or "validate quality gates". It generates QA-PLAN.md and qa-plan.json with Definition of Done, acceptance criteria per feature, and G1/G2/G3 gate status. Use this skill whenever the user mentions QA plan, quality gates, DoD, or acceptance criteria.

This skill should be used when the user asks to "sync upstream", "update from IIC/kit", "pull latest framework", "sync intent integrity chain", "update SDD engine", or "reapply brand overlay". It syncs the upstream IIC/kit repository and reapplies the MetodologIA brand layer. Use this skill whenever the user mentions sync, upstream, IIC/kit update, or brand reapplication.

This skill should be used when the user asks to "seed demo data", "generate sample data", "populate project with examples", "create test fixtures", "seed without dashboard", or "just create the demo files". It seeds demo data (3 features with pipeline artifacts) without opening the dashboard. Use this skill when the user wants demo data only, not the full demo experience with dashboard.

This skill should be used when the user asks to "start tour", "onboard me to SDD", "show me around", "walk me through the pipeline", "how does SDD work", or "give me a guided introduction". It runs an 8-step interactive walkthrough of the SDD pipeline covering constitution, specs, plan, checklist, testify, tasks, analyze, implement, and ship. Use this skill for onboarding, orientation, or learning SDD.

This skill should be used when the user asks to "verify project", "run verification", "check integrity", "validate structure", "audit assertions", "verify brand compliance", or "run checks". It executes the 8-check verification suite covering structure, brand, tokens, assertions, and workspace integrity. Use this skill whenever the user mentions verify, validate, integrity check, or compliance audit.

Generate production-ready SKILL.md and MOAT asset files from a skill design. Enforces MOAT quality dimensions (>=7 on all 6), 500-line body limit, progressive disclosure. Trigger: spec skill, generate skill spec, write SKILL.md, create skill specification, produce skill MOAT.

Audits all SKILL.md files in a plugin against a 6-criteria excellence rubric, producing per-skill scores, plugin averages, and actionable improvement recommendations. Trigger: audit content quality, score skills, check skill quality, content rubric.

Performs a comprehensive security audit on a Claude Code plugin, detecting leaked secrets, unsafe paths, shell injection risks, sensitive files, and insecure scripts. Trigger: audit security, security scan, check for secrets, find vulnerabilities.

Create MOAT directory structures and populate asset files (references/, examples/, prompts/, scripts/, assets/) for plugin skills. Trigger: build MOAT assets, create skill assets, populate references, generate examples, build skill directories.

Scaffold a complete plugin directory from architecture plans and specs. Creates all files, then validates structure. Trigger: build plugin, scaffold plugin, create plugin directory, assemble plugin, generate plugin files.

Design a plugin agent: role, tool allowlist, skill assignments, execution flows, operating principles. Trigger: design agent, agent design, create agent spec, plan agent, draft agent. Enforces plugin subagent constraints (no hooks/mcpServers/permissionMode in frontmatter).

Design a plugin skill in detail: frontmatter, procedure outline, quality criteria, anti-patterns, edge cases, tool selection. Trigger: design skill, skill design, create skill spec, plan skill, draft skill.

Automatically fixes mechanical issues found during plugin validation, including JSON formatting, missing shebangs, file permissions, hook types, frontmatter gaps, and settings.json defaults. ALWAYS asks for confirmation before modifying any files. Trigger: fix issues, auto-fix, fix common problems, repair plugin.