The library

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

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

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

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

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

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.

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.

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.

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

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

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

performance · Systematic tuning using wait stats and DMV baselines

command-orchestration · Automating spec-driven workflow with correct tool sequencing

jira-orchestrator:harness-review · Evaluating if diffs actually solve stated problems

audit · Detecting inconsistencies in tool counts and config across docs

template · Bootstrapping new projects with proven patterns

release · Publishing macOS apps with GitHub releases and package managers

commit-and-pr · Automating git workflow and PR creation

self-review · Evaluating if diffs actually solve stated problems

read-specs · Onboarding to a new codebase by reading immutable truths and environment metadata before starting work

actions · Monitoring build failures and checking PR checks without opening the GitHub web UI

arch-adr · Recording and justifying a major technical decision (framework, database, architecture) for future maintainers

collaborate · Asking an external AI (ChatGPT, Gemini) for help on a tricky issue by giving it full project context in one document

review · Verifying that coded changes match the documented implementation plan before committing

code-migrate · Planning a major framework upgrade or language migration when you need to minimize risk and document the path

release · Creating a release tag and version bump with a full audit trail and zero-trust approval gates

unison-update · Fixing type errors that appear after updating Unison definitions to use new library versions

release · Releasing a Squiggy project with automated changelog generation and zero-trust approval gates

speckit.revisit · Handling specification management in rshade/finfocus when you need automated spec validation and requirement capture.

score-issues · Automating score-issues workflow in quantified-uncertainty/longterm-wiki with validation gates and structured output.

prp · Automating prp workflow in Pierry/harness-kit with validation gates and structured output.

multi-workflow · Automating multi-workflow workflow in lorenzozanee/NotchBlock with validation gates and structured output.