The library

gsd:set-profile · Setting up or switching operational profiles without losing configuration.

blog · Automating specialized workflows with built-in validation and error handling.

legal-add-source · Automating specialized workflows with built-in validation and error handling.

review · Specialized code reviews focused on specific patterns or security requirements.

health · Validating workflow integrity and command surface completeness.

analyze-competitor · Building Section 07 competitive landscape by researching each competitor systematically instead of ad-hoc

spelunker · Investigating production-only or Heisenbug issues where static analysis alone cannot explain runtime behavior

release · Automating SemVer version bumps and changelog generation when releasing to production

pf-epic · Managing large multi-repo epics where brainstorm→plan→execution→review is the governance gate

synapse · Recording agent-to-agent collaboration successes/failures in a persistent graph for team learning

add-ore · Adding new mining game ores without breaking the scanner grid layout or introducing duplicates

gsd:validate-phase · Retroactively filling Nyquist validation gaps after a phase completes to ensure full coverage

new-page · Creating new locale-aware pages without manual navigation tree construction or SEO boilerplate

module-5 · Structuring hands-on MLOps learning with gated prerequisites, engagement tracking, and point-based assessment

install-skill · Extending Claude Code with optional domain skills without cluttering core installation

Conductor Implement · Driving large multi-phase development projects where atomic task state, phase gating, and learning capture are critical

audit-run · Monthly security/compliance audits and pre-release verification on platforms with strict PDPA/regulatory requirements

gtd-inbox · Weekly inbox processing that enforces GTD clarification (actionable check) and routing decision

create-skill · Scaffolding new Claude Code skills with consistent structure and best-practices validation

create-pwa · Onboarding new Progressive Web Apps to this Jekyll portfolio without manual manifest/icon boilerplate

quality · Pre-review quality checks that catch accidental hardcoded secrets, missing error handling, and structural debt before review

reject-task · Quality gates on task submission where non-conforming work must be sent back

release · Atomic production releases with changelog automation and version auto-detection

restore-checkpoint · Emergency rollback of a phase when new work has taken a wrong direction

multi-update-models · Managing model registry updates across many models to avoid manual per-model edits and ensure consistency

setup-formatting · Enforcing consistent code formatting across teams when IDE-level enforcement and git hooks are required, beyond manual reviewer comments.

review-staged · Automated gate for Electron projects when architectural boundaries (main/preload/renderer, IPC contracts, security constraints) must be enforced before commits land.

new-page · Rapid page scaffold for marketing/landing page sites when composition rules (grid, spacing, title style) must be consistent across all pages.

breakdown · Converting high-level requirements into parallel-ready tasks when work must be distributed across AI agents or developers with full context in each task prompt.

pr-description · Pre-PR documentation when commit messages are thin and reviewers need executive summary of what changed, why, and what breaks.

zen-simplifier · Reducing nesting and improving readability when AI guidance on project-specific naming conventions and idioms is required.

module-18-gas.en · Educational context (Module 18 course) when teaching GAS automation incrementally with clasp deployment and trigger configuration.

action-preview-templates · PR workflows where human reviewers must see exactly what will post/merge before clicking 'approve', and can selectively suppress nits without re-navigating menus.

docs-create · Generating high-quality docs when project has strong template/guideline infrastructure and documentation must follow established patterns.

edn-to-lean · Formalizing proofs from symbolic logic systems into Lean when step-by-step mapping of justifications to tactics is needed.

atom-vllm-benchmark-guide · Performance A/B testing of ATOM vLLM plugin when precise, reproducible metrics across concurrency levels and throughput profiles are required.

witness · Building evidence graphs when individual claims must be corroborated with independent sources and conflicts must be discovered before synthesis.

qgis-compat · Pre-submission QGIS plugin store audit when version compatibility must be verified and all violations must be visible in a single report.

wiki-lint · Maintaining wiki coherence when contradictions and orphan pages must be discovered systematically before they compound.

create-release · Automating releases when version bumping, tag creation, and comprehensive release notes must be coordinated in single operation.

review-prp · Design review before implementation when architectural fit, edge cases, and code reuse must be vetted before work starts.

template-check-use-case · Template design audit when a use case must drive new module/role creation and composition must be validated as gracefully-optimistic.

rush · Distributing implementation work across parallel AI agents when task dependencies are known and file ownership prevents collisions.

compliance · Pre-submission compliance gate for Obsidian Community Plugin store when all violations must be caught before publication.

typings · Type-safe systems with strict indexed access guards when runtime errors from undefined array access must be eliminated at compile time.

odylith-plan · Planning feature work with explicit tasks and validation gates

release · Publishing macOS apps with GitHub releases and package managers

orchestrate · Multi-file changes, cross-module features, and complex refactoring

lunar-prime · Onboarding new agents with project structure and README

specre-sdd-fix · Evolving feature specs while maintaining implementation sync