The library

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.

speckit.specify · Agile teams converting informal feature requests into structured specs without heavyweight process overhead.

clarify · Quick clarification before moving to planning; filters out avoidable ambiguity without heavyweight refinement meetings.

commit-and-push · Teams enforcing commit message hygiene and co-authorship tracking without manual trailer editing.

cipher-scan · Security teams auditing TLS server configurations for compliance and known vulnerabilities.

generate-slides · Product/pitch presentations requiring distinctive visual impact and temporal storytelling without custom design tool.

query · Answering questions from existing vault knowledge with librarian rigor and explicit citations.

doc-startsession · Bootstrapping knowledge for a complex monorepo with parallel doc trees before work begins.

read-activity-log · Understanding how a tkinter app logs from background threads safely and handles graceful cancellation.

configurar-projeto · Post-clone setup for multi-instance Next.js+AI projects with automated port assignment and GitHub integration.

backtest · Validating sports betting edge with historical backtests before live wagering.

gsd:scan · Lightweight alternative to full codebase mapping for a single concern area.

ci · Pre-review validation that all checks pass and track artifacts are complete.

new-page · Rapid MDS prototyping page creation with automatic layout grid and component discovery.

new-feature · Standardized Bock language feature development with test-first discipline.

compound:learn-that · Converting conversational discoveries into reusable lessons without losing tacit knowledge.

create · Publishing atomic knowledge notes with enforced taxonomy, proper linking, and validation before commit.

char-slim · Slimming verbose character profiles while preserving personality, relationships, and unique traits.

notion-pm · Large multi-team projects requiring Notion coordination, task delegation, and swarm orchestration.

focused-fix · Deep repair of a broken module with strict phase discipline and evidence-based diagnosis.