The library

tdd-green · Enforcing discipline in TDD where code strictly matches test requirements without premature optimization

ultrathink · Tackling ambiguous problems where you need to question everything and design from first principles

commit · Enforcing conventional commit format across team projects

risk-predict · Surfacing sprint risk to the team early so they can replan instead of missing deadline

review-pr · Auditing code quality before merge, catching cross-cutting issues (errors, tests, types) that single reviewers miss

cherry_pick_pr · Extracting specific commits from feature branches to split into separate PRs or move to correct branch

legal-audit-live · Discovering GDPR violations (pre-consent tracking) and cookie banner compliance gaps that static code audit misses

dialog-to-lit · Bulk migrating Polymer dialog-based UIs to Lit while preserving dialog-specific behavior

h-brief · Locking in task contract at Phase 2 (Propose) before substantive work begins

de-ai · Converting AI-written or corporate-speak text to direct, conversational human voice

android-build-fix · Quickly unblocking Android builds when gradle dependency or version issues arise

cli-audit · Ensuring CLI consistency before release: all commands have help, flag syntax matches, completion works

explain-store · Onboarding new developers to a database by showing what data lives where and why relationships exist

photo-clear · Cleaning up large photo libraries by automating deletion based on date/size criteria

nix-check-tasks · Monitoring Nix build health in CI and catching broken derivations before merge

release · Automating release process to ensure consistent versioning and changelog

gsd:verify-work · Ensuring quality gate before work moves to done (prevents 'done' from meaning 'not verified')

gwt-pr · Automating PR creation workflow with conflict-aware branch syncing and merge validation.

reset · Resetting a development pipeline phase while preserving invariant rules and base templates.

ship · Gating production deployment on test/review gates, docker validation, and infrastructure checks.

release-check · Validating version sync, CHANGELOG entry, and API documentation parity before tagging.

pickup · Surfacing next prioritized work with availability categorization (available vs. inactive).

graphics-check · Detecting z-fighting, shadow issues, and transparent-material anti-patterns in 3D code.

skill-search · Rapid skill discovery from an indexed catalog.

check-updates-gemini · Updating conflict dataset with web-grounded search and automated data gap filling with source validation.

gsd:manager · Parallelizing work across pipeline phases with visual status and background task dispatch.

batch-merge · Batch-merging PRs with strict-mode branch protection by auto-updating and handling CI queues.

feature-team · Parallelizing multi-module feature work with non-overlapping ownership and quality gates.

loopwise · Iterative review-and-revise cycles for plans or code with persistent approval tracking.

gsd:new-workspace · Multi-repo orchestration and feature-branch isolation with independent GSD state.

conductor-status · Summarizing multi-track project progress with blocker identification.

document · Bulk-renaming assembly routines with pattern-based categorization and human-friendly naming.

check · Full-pipeline code validation with automatic style and format fixes.

zigbee-debug · Diagnosing Zigbee connectivity and battery issues with network topology inspection and log analysis.

wh:add · Ingesting research artifacts into a structured knowledge graph with bidirectional linking.

master-adrs-001 · Analyzing architectural decision patterns and identifying gaps in documentation.

coverage_gap · Identifying test coverage gaps and prioritizing missing test scenarios.

harness-init · Onboarding new projects with established coding protocols and harness conventions.

gc · Standard git workflow when you need a single command to review, stage (by name), commit, and push safely.

uadf-handoff · Transitioning between sessions when the next agent needs to resume without reading full conversation history.

build · Building Python features with automatic type and style validation as a Stop hook.

build · Packaging a Chrome extension for Store submission when you need minification, bundling, and validation in one step.

codex · Multi-agent implementation workflows where codex plans, Claude codes, and codex reviews — better signal than single-model planning for complex refactors.

draft-case-study · Sales collateral development when you need a specific customer story to test messaging before full pitch deck.

release · Ruby gem release workflow when you need pre-flight validation, automated version management, and GitHub release creation.

marmite · Post-session reflection when you want a training log of YOUR patterns (not the codebase), capturing when you steer vs coast.

release · Go CLI release when you need automated build, smoke test, semver bumping, CI polling, and asset verification before announcing.

tdd · Feature implementation with clear input/output contracts when you want tests to drive design and catch regressions.

new-adr · Documenting architectural choices when you need a standardized decision log that future developers can reference.

new-component · Design System component development when you need scaffolded Lit patterns (formAssociated, delegatesFocus, token CSS, ARIA) and mandatory documentation.