The library

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.

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

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.

review-file · Evaluating if diffs actually solve stated problems

plan · Planning feature work with explicit tasks and validation gates

review-plan · Getting a staff engineer review of an implementation plan against project conventions before coding

aida-doc · Documenting the intent and design rationale of specs that were just modified or shipped

add-task · Creating a formal backlog item with vertical slice definition when you have a new feature or bug to track

iui · Quickly generating shadcn components that match this project's design system without manual tweaking

copilot-review-design · Getting a second review of a feature design before implementation to catch architectural or scope issues

create-tool · Quickly adding a new client-side tool to the toolbox without manually wiring up layout, metadata, and FAQ sections

tr-decompose · Breaking down a user intent into concrete taproot UseCase behaviors and documenting the decomposition

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

gsd:analyze-dependencies · Dependency analysis and planning in sandk0/fancai to prevent merge conflicts in parallel execution.

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.

speckit.clarify · Handling specification management in markhazleton/RequestSpark when you need automated spec validation and requirement capture.

coltrane-resume · Automating coltrane-resume workflow in eir-dev/coltrane with validation gates and structured output.

pattern · Archiving patterns and decisions in DDD-Enterprises/dopemux-mvp for team knowledge.

capture · Documenting design tokens and decisions in lfades/postcards for future reference.

design · Converting vague user stories into implementation-ready design specs with no designer follow-up

fix-bug · Rapidly fixing startup/tooling bugs without broad code exploration

doit.roadmapit · Building prioritized product roadmaps aligned with constitution principles

spec-init · Creating language-agnostic single-source-of-truth specifications for new projects with enforced contracts and versioning.

tasks-spec · When you have a feature design doc and need to break it into parallel-executable LLM-friendly tasks

brainstorm · When you want structured criticism and risk analysis BEFORE coding anything

deep-research · When you need a deep, multi-source, fact-checked research report with confidence gates

validate · When you need a quick sanity check across linting, types, and tests

gsd:profile-user · Teams tracking developer behaviors to personalize Claude responses across sessions.

qa · hen convenient |

qc · the `find` Chrome MCP tool to locate elements by:

product-owner · Agile teams that need rigorous backlog discipline with testable acceptance criteria and epic-to-task traceability.

tpo · Multi-service systems where a single change spans repos and requires coordinated rollout with rollback safety.

web · Frontend teams that enforce strict TypeScript and reuse Shadcn/Radix components with React Hook Form validation.

ui · Mobile UI teams building KMP apps with consistent Material3 design across Android/iOS.

ux · Digital products that prioritize user research and design validation before engineering investment.

QA · Quality assurance that validates features meet acceptance criteria before production release.

pm · Project coordination when centralized status tracking and risk visualization matter

architect · Turning approved plans into precise specs before dev teams start coding.

gsd-roadmapper · mapping requirements into executable phases with observable success criteria

modeler · capturing and validating system architecture and design decisions

explorer · Starting a research project when you need to know what data exists and how hard it is to access

academic-researcher · Literature assembly when you need verifiable, locally-cached citations with evidence of download success

frontend-3d-builder · Building browser-based 3D visualizations when performance budget is tight and delivery is web-only

alert-engine-expert · Setting up production monitoring when alerts must minimize noise while catching real incidents

architect · Major system design when scale, latency, and reliability must be balanced against cost and complexity

tech-stack-evaluator · Making technology choices when multiple viable stacks exist and risk/learning time must be weighed

gsd-domain-researcher · Surfacing what actual practitioners care about before turning eval criteria into measurable rubrics