The library

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.

new-post · Bilingual blog publishing when you want one-command post creation with automatic slug generation, frontmatter, and dual-language output.

weekly-summary · Weekly stakeholder communication when you need a facts-only narrative (commits, task changes, decisions) with no speculation.

prd-maker · Feature scoping when you need to transform a vague idea into a junior-developer-ready spec through structured clarification.

import-from-chatgpt · Research workspace bootstrap when you want to convert a ChatGPT exploration into a structured Tao project.

pr-create · GitHub workflow when you need a PR auto-generated from branch commits and project template conventions.

ns-create · Project anchoring when you need an immutable baseline of success criteria that constrains all future decisions.

parity-fix · MERN-to-Next.js migrations when you need exact parity with original implementation (not simplified rewrites).

ui-session · Frontend teams needing rapid visual feedback loop without manual page reloads or Git complexity.

inspect-db · Developers needing quick schema exploration without writing SQL or GUI tools; safe read-only introspection.

plan-sprint · Teams running time-boxed sprints on modular features where end-to-end vertical slices are critical for demo readiness.

wiki-ingest · Knowledge management teams needing atomic, traced ingestion of documents with contradiction detection and multi-page consistency.

switch-repo · Multi-repo workflows where maintaining distinct contexts without git mutations is essential for context isolation.

review-chaos · Clinical/healthcare software teams where data corruption and silent wrong results carry regulatory or safety risk.

generate-mcp · API teams needing low-friction MCP tool exposure for agents without manual tool definition boilerplate.

move-page · Documentation sites where URL stability matters (SEO, existing links) and bulk link maintenance is manual burden.

doc · R package maintainers avoiding manual .Rd editing and ensuring docs stay in sync with code.

sync-template · Organizations managing multiple TypeScript projects where configuration drift causes CI/lint/format inconsistencies.

why · Finance/product teams requiring problem validation before spec work; catches missing evidence early.

run · Educational environments where students run exercise scripts without CLI friction.

recreate-pr · Teams receiving multiple rounds of review where a fresh PR with consolidated feedback beats amended commits.

ship · Teams shipping features via automated review-commit-PR workflow with guardrails against premature merge.

bump-multitool · Monorepo/Bazel projects managing cross-platform linters where manual version bumps introduce skew.