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 "check status", "show pipeline status", "view progress", "what phase am I on", "show feature stages", or "display pipeline overview". It runs the status script to display a visual pipeline table with phase dots, feature stages, and next step recommendations. Use this skill whenever the user mentions status, progress, pipeline overview, or current phase.

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 "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 "browse RAG memory", "search captures", "list memory files", "find past inputs", "show knowledge base", or "review stored context". It browses and searches the RAG memory archive indexed in rag-index.json. Use this skill whenever the user mentions memory browsing, RAG search, captured files, or knowledge base exploration.

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.

This skill should be used when the user asks to "show menu", "list all commands", "what commands are available", "show command palette", "help with SDD commands", or "what can SDD do". It displays the interactive command palette organized by category (pipeline, intelligence, utility, experience) with descriptions and aliases. Use this skill whenever the user mentions menu, command list, help, or available commands.

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 "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.

Brainstorm individual plugin components (skill, agent, command, hook) for existing or planned plugins. Trigger: ideate component, brainstorm skill, new agent idea, component concept, add skill to plugin.

Generate a structured plugin concept brief from a user idea. Trigger: ideate plugin, brainstorm plugin, plugin concept, new plugin idea, create plugin concept. Researches existing plugins for overlap, proposes movement structure and component counts.

Generate plugin architecture plan with agent roles, skill-movement mapping, hook strategy, and command routing. Trigger: plan architecture, design plugin structure, architect plugin, plugin architecture, plan plugin layout.

Design MOAT asset strategy per skill: which subdirectories needed, what content they contain, naming conventions. Trigger: plan MOAT, MOAT strategy, asset planning, reference planning, plan skill assets.

THE CRITICAL SKILL -- validates hooks.json structure, event names, and type-event compatibility. Detects prompt/agent hooks on events lacking ToolUseContext. Triggers: validate hooks, check hooks.json, hooks audit, hook safety check.

Validates plugin.json completeness, field correctness, and consistency with actual plugin contents. Triggers: validate manifest, check plugin.json, manifest audit.

Validates plugin directory layout against the official Claude Code plugin spec. Triggers: validate structure, check layout, directory audit, plugin skeleton check.

Generate production-ready agent .md and command .md files from designs. Enforces plugin subagent constraints and alias linkage. Trigger: spec agent, spec command, generate agent file, write command file, create agent specification.

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.

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.

Generates a comprehensive QA report in Markdown combining findings from all validation and audit skills, with executive summary, categorized findings, and prioritized recommendations. Trigger: generate QA report, full report, plugin report, qa summary.