The library

pie-thermal-engineering · When pie thermal engineering requires code-compliant design and professional verification.

holomorphic-dynamics · When holomorphic dynamics guidance needs expert judgment beyond generic alternatives.

2938-equivalence_6271e1c3 · When 2938 equivalence_6271e1c3 guidance needs expert judgment beyond generic alternatives.

agent_basics · When agent_basics guidance needs expert judgment beyond generic alternatives.

mcporter · Testing and calling MCP tools ad-hoc without building custom clients, especially for new server integration.

review-implementation · Catching implementation gaps against PRD before PR submission, ensuring test coverage and code quality.

smith-cpp-style · Maintaining consistent C++ style across Smith codebase with automated formatting and clear naming conventions.

gate · Launching with confidence by defining upfront what success and failure look like.

figma-annotation-guide · Turning visual designs into engineering-ready specifications

hf-layer-package-jobs · Automating expensive model-splitting workflows

papers · Building literature reviews from academic sources

joi · Testing data structures against defined schemas

bug-detector · Code review when runtime errors, type issues, or boundary cases are primary concern.

recommendation-canvas · Proposing new AI features when uncertainty is high and you need exec confidence in why/what/risk.

fix-ci · CI debugging when you have a CircleCI tests URL and need to extract failure details quickly.

koan-relationships · Reframing stuck interpersonal patterns through self-inquiry rather than instruction.

skill-authoring-workflow · Operationalizing expertise into repeatable decision frameworks that teams can reuse.

user-story-mapping-workshop · When you need adaptive, facilitated discovery of user journeys with a visual map artifact.

control-panel-ui-ux · When building control panel UX with accessibility rules, touch targets, and responsive tokens.

user-story-mapping · When transforming flat backlogs into visual two-dimensional maps showing activities and release slices.

user-story-splitting · When large epics need systematic breakdown using proven patterns instead of arbitrary slicing.

blz-docs-search · When you need fast BM25 keyword-based documentation search with citation-backed code example retrieval.

user-story · When converting user needs into development-ready stories with Gherkin-style testable acceptance criteria.

ui-components · When building responsive, accessible React interfaces with Tailwind and shadcn/ui components.

update-docs · When documentation needs to stay in sync with recent code changes tracked in git history.

pinme-auth · When a PinMe Worker project needs user authentication with email/password and id_token verification.

anywidget-marimo · When building custom interactive widgets for Marimo notebooks with vanilla JavaScript and CSS.

pinme-email · Sending transactional emails from serverless Workers without API key exposure

flutter-bloc-state-management · Building testable, predictable state flows in Flutter apps with clear separation of UI and business logic

pinme-llm · Calling LLMs with web search capability from Workers without managing OpenRouter credentials

scenario-lab · Running scenario-analysis workflows programmatically via packaged CLI runtime instead of manual command sequencing

pinme-share · Creating polished static share pages for projects, conversations, or reports and uploading them to IPFS without backend code

pinme · Deploying full-stack web apps (React + Worker + D1 database) with zero configuration in minutes

gh-fix-pr-feedback · Systematically addressing PR review comments by implementing fixes and replying to each comment individually

code-health · Scanning codebases for dead code, tech debt, and vulnerabilities in a single command without manual code review

release-check · Use release-check when you need its specific guidance

oe-docs-updates · Use oe-docs-updates when you need its specific guidance

review-findings · Use review-findings when you need its specific guidance

security-audit · Pre-release security verification and vulnerability inventory before deployment.

release · Automating reproducible multi-platform package releases with version control.

aztec-typescript · Rapid type-safe Aztec contract integration in frontend apps.

class-refactoring · Modernizing legacy Laravel code to DRY, readable patterns while preserving behavior.

console-rendering · Creating engaging CLI UIs and progress indicators without external GUI frameworks.

refactor · Internal code quality improvements (structure, typing, naming) without touching external contracts or logic when behavior preservation is non-negotiable

definition-of-done · Preventing incomplete work on issues by forcing explicit traceability between requirements and implementation before PR submission

artifacts-builder · Creating complex interactive Claude artifacts (dashboards, tools) without requiring file hosting when you need full React/shadcn/ui power in a conversation

aurakit · Reducing token costs by 75% while achieving Opus-quality code through forced Sonnet reasoning when you're shipping production features

version-changelog-patterns · Automating CHANGELOG generation to ensure releases are documented consistently without manual prose variation

azure-service-connections · Setting up zero-secret CI/CD pipelines in Azure DevOps when you want managed identity authentication without storing keys

api-documentation-writer · Quickly generating maintainable API docs from code when you want single-source-of-truth specs that sync with implementation