skills-hub-registry

# skills-hub-registry The official skill collection for [skills-hub.ai](https://skills-hub.ai) -- a marketplace for Claude Code skills. 430 production-tested skills organized into 15 categories covering the complete software development lifecycle, 40 industry verticals and social-impact sectors, plus gaming and mobile app development. All skills ship as v2.0.0+ with built-in self-healing validation and self-evolution telemetry. ## Directory Structure ``` skills-hub-registry/ ├── build # 34 skills — Project Scaffolding & Build Pipelines ├── test # 13 skills — Automated Testing ├── qa # 15 skills — Quality Assurance ├── review # 26 skills — Architecture, Code, Industry, Gaming & Mobile Review ├── deploy # 18 skills — Infrastructure & Deployment ├── docs # 11 skills — Documentation ├── security # 12 skills — Security & Compliance ├── ux # 26 skills — User Experience & Design ├── analysis # 197 skills — Domain Analysis, Research & Industry Verticals ├── productivity # 9 skills — Developer Experience ├── integration # 13 skills — Third-Party Service Connectors ├── combo # 34 skills — Multi-Skill Chains ├── meta # 13 skills — Skills About Skills ├── education # 8 skills — Learning & Onboarding └── spec # 1 skill — Specification Authoring ``` ## Architecture ### Main Skill + Sub-Skill Pattern Most categories follow an orchestrator pattern where a **main skill** scans for gaps and routes work to specialized **sub-skills**. This allows running the main skill for broad coverage or invoking a sub-skill directly for targeted work. | Main Skill | Category | Orchestrates | | ------------- | ------------ | ------------------------------------------------------------------------------------------------------------------- | | `/integrate` | integration | auth-provider, stripe, email, push-notifications, search, storage, realtime, analytics-tracking | | `/devops` | deploy | docker, github-actions, k8s, terraform, aws, cdn, dns, monitoring, secrets, app-icon | | `/secure` | security | owasp, pentest, gdpr, soc2, encryption, dependency-scan, check-vanta | | `/test-suite` | test | unit-test, e2e, integration-test, load-test, contract-test, accessibility-test, visual-regression, manual-test-plan | | `/document` | docs | readme, api-docs, adr, changelog, diagram, onboarding, runbook, gen-catalog, skills-list | | `/dx` | productivity | devcontainer, env-setup, git-hooks, linter, monorepo, release | **Standalone orchestrators** (no sub-skill routing, self-contained pipelines): | Skill | Category | What It Does | | -------------- | -------- | ------------------------------------------------------------------------- | | `/build` | build | Full project build from competitor analysis through implementation and QA | | `/qa` | qa | Automated QA agent that walks every screen/endpoint, verifies, and fixes | | `/analyze` | analysis | End-to-end domain analysis tracing features across all layers | | `/arch-review` | review | Architect-level story review and implementation validation | | `/ux` | ux | Dual-mode UX quality audit (heuristics/a11y/motion) or design validation | ### Duplicate Skill Names Across Categories 2 skill names appear in multiple categories. This is by design -- each implementation is different and tailored to its category's context. The full path (e.g., `analysis/backend-spec` vs `docs/backend-spec`) disambiguates them. Duplicated names: `backend-spec` (analysis, docs), `design-to-code` (ux, combo). ## Skill Catalog ### build -- Project Scaffolding & Build Pipelines (33 skills) | Skill | Version | Description | | --------------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [ad-video](build/ad-video/) | 1.0.0 | Generate platform-optimized video ads from a product brief. Supports brand kits, 6 ad types, 6 platform formats (TikTok, Instagram, YouTube, Facebook, LinkedIn), batch... | | [android-app](build/android-app/) | 2.0.0 | Scaffold a production-ready native Android app -- generate a complete Kotlin project with Jetpack Compose UI, MVVM architecture, Hilt dependency injection, Room database with... | | [api-scaffold](build/api-scaffold/) | 2.0.0 | Scaffold a production-ready backend REST API -- generate a complete server project with routes, controllers, service layer, repository pattern, database models with migrations,... | | [app-builder](build/app-builder/) | 1.0.0 | Build working apps from plain English descriptions -- scaffolding, styling, and deployment with zero coding knowledge required. Triggers on: build me an app, I want to make,... | | [app-icon](build/app-icon/) | 2.0.0 | Generates professional app icons and applies them to any project. Triggers on mentions of icon, logo, branding, launcher icon, favicon, app icon, PWA icon, splash icon, or store... | | [automation-builder](build/automation-builder/) | 1 | Build business automations from plain English -- scheduled tasks, file watchers, API integrations, and alerts with no coding required | | [build](build/build/) | 2.0.0 | Full-stack app builder — takes a competitor app, idea, or spec and executes an 8-phase pipeline to produce a working application. Supports any tech stack. Trigger: build an app,... | | [chrome-extension](build/chrome-extension/) | 2.0.0 | Build a complete Chrome browser extension with Manifest V3 -- generate popup UI with React 19 and Tailwind CSS, content scripts with Shadow DOM isolation, background service... | | [cli-tool](build/cli-tool/) | 2.0.0 | Generate a production-ready command-line tool -- scaffold a complete CLI application with subcommand parsing, interactive prompts with validation, colored and structured output... | | [content-creator](build/content-creator/) | 1 | Generate blog posts, social media, email sequences, landing pages, and newsletters — SEO-optimized and platform-formatted | | [cross-platform-app](build/cross-platform-app/) | 2.0.0 | Scaffold a production-ready cross-platform mobile app -- auto-detect or select framework (Flutter with Riverpod and GoRouter, React Native with Redux Toolkit and React Navigation... | | [data-analyst](build/data-analyst/) | 1 | Analyze CSV, Excel, or JSON data — summaries, trends, charts, and plain-English insights with no coding required | | [db-migrate](build/db-migrate/) | 2.0.0 | Generates database migrations, updates ORM models, and verifies compilation. Auto-detects migration system, ORM, database, and language from the codebase. | | [elevenlabs-voiceover](build/elevenlabs-voiceover/) | 1.0.0 | Generate professional AI voiceovers using ElevenLabs TTS for video narration, explainers, and content creation. Supports multiple voices, character presets (narrator, salesperson,... | | [ffmpeg-media](build/ffmpeg-media/) | 1.0.0 | Process audio and video with FFmpeg -- encoding, format conversion, trimming, concatenation, audio extraction, noise reduction, volume normalization, watermarking, subtitle... | | [fintech-api](build/fintech-api/) | 2.0.0 | Scaffold a production-ready financial services API -- generate a complete fintech backend with Plaid bank account linking and transaction sync, ACH/wire/card payment processing... | | [flutter](build/flutter/) | 2.0.0 | Builds Flutter applications from videos, screenshots, descriptions, or app clone requests. Triggers on: flutter app, build a mobile app, replicate this app in Flutter, build from... | | [godot-scaffold](build/godot-scaffold/) | 2.0.0 | Scaffolds a complete Godot 4 game project with scene tree, autoloads, signal bus, state machine, save system, export presets, and CI/CD. Triggers on: \"godot project\", \"godot... | | [healthcare-api](build/healthcare-api/) | 2.0.0 | Scaffolds a FHIR R4-compliant healthcare API with clinical resource models, SMART on FHIR auth, HIPAA audit logging, PHI-safe error handling, and interoperability endpoints.... | | [ios-app](build/ios-app/) | 2.0.0 | Scaffolds a native iOS app with SwiftUI, MVVM architecture, dependency injection, persistence, networking, push notifications, keychain, App Clips, and multi-environment Xcode... | | [iterate](build/iterate/) | 11 | Autonomous build loop — implements, tests, reviews, analyzes, and refines. Default 6 iterations (thorough) or --fast for 4 iterations (ship it quick). | | [nextjs](build/nextjs/) | 2.0.0 | Builds a production-ready Next.js 15 app with App Router, Server Components, authentication, Prisma database, and a full dashboard UI from a description or brief. Triggers on:... | | [parallel-features](build/parallel-features/) | 1.0.0 | Dispatch independent feature work in parallel git worktrees. Spawns one agent per feature, each in its own isolated worktree, then merges sequentially. Use when 3+ independent... | | [react-native](build/react-native/) | 2.0.0 | Builds a production-ready React Native mobile app from designs, screenshots, or descriptions using Expo, typed navigation, TanStack Query, and full screen implementations.... | | [remotion](build/remotion/) | 1.0.0 | Build programmatic videos with Remotion (React). Covers compositions, animations, sequencing, transitions, audio/video embedding, spring physics, text animations, voiceover... | | [ship](build/ship/) | 2.1.0 | Fast autonomous build loop -- 4 iterations max. Ship it, quick build, fast implementation, just build it, ship fast. | | [social-clip](build/social-clip/) | 1.0.0 | Create short-form social media videos for TikTok, Instagram Reels, YouTube Shorts, and more. Two modes -- create from scratch with a brief, or repurpose long-form video into short... | | [story-implementer](build/story-implementer/) | 2.1.0 | Implements a story, spec, or ticket from any format (text, image, structured doc) using the repository's existing conventions. Writes tests, commits, and creates a PR. Trigger... | | [tutorial-video](build/tutorial-video/) | 0.1.0 | Create Fireship-quality developer tutorial videos from annotated markdown and terminal recordings. Animated code transitions (Code Hike + Shiki Magic Move), terminal replay... | | [unity-scaffold](build/unity-scaffold/) | 2.0.0 | Scaffolds a Unity game project with folder structure, assembly definitions, new Input System, scriptable object architecture, scene management, Git LFS, and CI/CD via GameCI.... | | [unreal-scaffold](build/unreal-scaffold/) | 2.0.0 | Scaffolds an Unreal Engine 5 project with C++ module structure, Enhanced Input, Gameplay Ability System, subsystem architecture, .uproject config, and CI/CD via BuildGraph.... | | [video-toolkit](build/video-toolkit/) | 1.0.0 | Create professional videos autonomously using AI -- voiceovers (Qwen3-TTS with voice cloning), image generation (FLUX.2), background music (MusicGen), talking head animation... | | [web-game](build/web-game/) | 2.0.0 | Scaffolds a browser-based game with Phaser 3, PixiJS, or Three.js including game loop, asset pipeline, responsive canvas, input handling, audio, save/load, and deployment to... | | [wedding-video](build/wedding-video/) | 1.0.0 | Create cinematic wedding montage videos from photos and songs using Remotion. Features act-based narrative structure (5 acts), Ken Burns photo animations, multi-song audio with... | ### test -- Automated Testing (13 skills) | Skill | Version | Description | | ---------------------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [accessibility-test](test/accessibility-test/) | 2.0.0 | Automated WCAG 2.1 AA accessibility testing with axe-core and Lighthouse CI. Auto-detects frontend framework (React, Next.js, Vue, Angular, Svelte, Astro, Flutter, React Native),... | | [contract-test](test/contract-test/) | 2.0.0 | Generate consumer-driven contract tests for APIs. Auto-detects framework (Express, Fastify, NestJS, Django, FastAPI, Go), selects Pact, OpenAPI validation, or schema snapshots,... | | [device-matrix](test/device-matrix/) | 2.0.0 | Configure device matrix testing across real phones, tablets, and emulators. Sets up Firebase Test Lab, AWS Device Farm, or BrowserStack with smart device selection covering... | | [e2e](test/e2e/) | 2.0.0 | Auto-detects any tech stack, generates and runs exhaustive end-to-end tests. Triggered by "end-to-end tests", "e2e tests", "integration tests", "test the whole app", "generate... | | [full-test](test/full-test/) | 2.0.0 | Complete testing pipeline — full test suite, test everything, automated and manual tests. | | [integration-test](test/integration-test/) | 2.0.0 | Generate integration tests for APIs, databases, and external services. Auto-detects backend stack (Express, Fastify, NestJS, Django, FastAPI, Rails, Go), ORM (Prisma, TypeORM,... | | [load-test](test/load-test/) | 2.0.0 | Generate and run load tests with k6, Locust, or Artillery. Auto-detects API framework, creates realistic user behavior flows (browsing, authenticated CRUD, search-heavy), runs... | | [manual-test-plan](test/manual-test-plan/) | 2.0.0 | Generates a manual test plan, QA plan, test scenarios, testing checklist, or guidance on how to test changes. Works from branch diffs, stories, specs, or requirements. | | [mobile-test](test/mobile-test/) | 2.0.0 | Generate a complete mobile test suite covering unit, widget, integration, snapshot, accessibility, and platform-specific tests. Auto-detects Flutter, React Native, native iOS... | | [test-suite](test/test-suite/) | 2.0.0 | Analyze and score test coverage across all testing dimensions -- unit, integration, E2E, load, visual regression, contract, and accessibility. Auto-detects tech stack and test... | | [unit-test](test/unit-test/) | 2.0.0 | Generate comprehensive unit tests with edge cases, error paths, and boundary values. Auto-detects test framework (Vitest, Jest, pytest, go test, flutter_test, RSpec, cargo test,... | | [visual-regression](test/visual-regression/) | 2.0.0 | Set up visual regression testing with baseline screenshots across breakpoints. Auto-detects frontend framework (Next.js, React, Vue, Angular, Flutter, Storybook), configures... | | [walkthrough](test/walkthrough/) | 2.0.0 | Run an app walkthrough — launch a Flutter app on a simulator or emulator, generate and run exhaustive integration tests that exercise every screen, button, form, and user flow,... | ### qa -- Quality Assurance (15 skills) | Skill | Version | Description | | ------------------------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [audit](qa/audit/) | 2.0.0 | Fast quality gate — detects stack, runs static analysis, checks cross-layer consistency, fixes issues. Run between every pipeline phase, before every commit push, after every... | | [balance-test](qa/balance-test/) | 2.0.0 | Analyze game balance by extracting stats from code and running mathematical simulations. Calculates DPS tier lists, TTK matrices, EHP comparisons, and character power rankings.... | | [broken-links](qa/broken-links/) | 1.1.0 | Scan a codebase for broken links — dead URLs in Markdown/HTML, broken file references, invalid import paths, stale anchor links, and broken cross-doc references — then auto-fix... | | [chaos](qa/chaos/) | 2.0.0 | Chaos engineering analysis that maps every external dependency and I/O boundary, then generates tests for timeouts, connection failures, corrupt responses, disk errors, OOM,... | | [code-smell](qa/code-smell/) | 2.0.0 | Scan codebase for Martin Fowler's catalog of code smells: god classes, long methods, feature envy, data clumps, primitive obsession, shotgun surgery, message chains, and more.... | | [dead-code](qa/dead-code/) | 2.0.0 | Find and safely remove dead code: unreachable paths, unused exports, unused functions, unused variables, unused CSS selectors, unused npm/pip/cargo dependencies, unused env vars,... | | [game-qa](qa/game-qa/) | 2.0.0 | Run a full game QA audit on Unity, Unreal, Godot, or web game projects. Finds null reference bugs, missing asset references, broken scene transitions, physics edge cases, input... | | [iterate-review](qa/iterate-review/) | 6.0.0 | Autonomously review and improve existing code through up to 5 iterations of analysis, domain verification, fixing, and validation. | | [migration-verify](qa/migration-verify/) | 2.0.0 | Verify database migrations are safe before running them. Checks that migrations apply cleanly, reverse cleanly, preserve data integrity, are idempotent, and will not lock tables... | | [mobile-qa](qa/mobile-qa/) | 2.0.0 | Run a comprehensive mobile app QA audit covering permission flows, deep link verification, push notification delivery, offline mode resilience, background/foreground state... | | [perf](qa/perf/) | 2.0.0 | Performance profiler — analyzes DB queries (any ORM), API call chains, memory usage, bundle sizes, network waterfalls, and frontend rendering. Produces ranked optimization... | | [preflight](qa/preflight/) | 2.0.0 | Pre-deploy verification gate. Checks git status, build, tests, migrations, secrets, and commit conventions. Reports READY or NOT READY. Read-only, no changes. Trigger words:... | | [qa](qa/qa/) | 4.1.0 | Automated QA agent that starts the app, walks through every screen and API endpoint, verifies functionality, evaluates modern design and usability, runs domain analysis, and fixes... | | [scale-audit](qa/scale-audit/) | 1.0.0 | Scalability audit — identifies performance bottlenecks, unbounded queries, N+1 patterns, missing indexes, synchronous blocking operations on hot paths, and memory pressure points.... | | [stress-test-personas](qa/stress-test-personas/) | 2.0.0 | Stress-test your product through 6 adversarial decision-maker personas -- skeptical board member, activist investor, power user, churned customer, competitor CEO, and enterprise... | ### review -- Architecture, Code, Industry, Gaming & Mobile Review (26 skills) | Skill | Version | Description | | ------------------------------------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [api-review](review/api-review/) | 2.0.0 | Review API design against REST best practices and internal consistency. Audits naming conventions, HTTP method semantics, status code correctness, pagination and filtering... | | [arch-review](review/arch-review/) | 12.1.0 | Architect-level story review with component reuse, domain consistency, data privacy, service architecture, and infrastructure checks. Design review before coding or implementation... | | [care-burnout-audit](review/care-burnout-audit/) | 2.0.0 | Audit healthcare and caregiving software for provider burnout risk factors. Analyzes workload distribution fairness, scheduling equity, documentation burden, alert fatigue... | | [cfo-review](review/cfo-review/) | 2.0.0 | Conduct a CFO-perspective financial impact review of a codebase. Analyzes infrastructure costs and scaling projections, pricing model alignment with architecture, build-vs-buy... | | [cpo-review](review/cpo-review/) | 2.0.0 | Conduct a CPO-perspective product strategy review of a codebase. Evaluates feature completeness against core value proposition, time-to-value for new users, user journey quality,... | | [cto-review](review/cto-review/) | 2.0.0 | Conduct a CTO-perspective technical strategy review of a codebase. Evaluates architecture decisions and build-vs-buy trade-offs, scaling readiness at 10x and 100x, engineering... | | [database-review](review/database-review/) | 2.0.0 | Review database schema design, query patterns, and data access layer for correctness and performance. Checks normalization balance, index coverage against actual queries,... | | [energy-compliance](review/energy-compliance/) | 2.0.0 | Audit energy utility software for NERC CIP cybersecurity, FERC market and tariff compliance, EPA emissions and CEMS reporting, renewable portfolio standards (RPS/REC tracking),... | | [environmental-compliance](review/environmental-compliance/) | 2.0.0 | Audit environmental software for EPA reporting (CEDRI, NetDMR, RCRAInfo), Clean Air Act (Title V, NESHAP, CEMS, TRI), Clean Water Act (NPDES, SWPPP, SPCC), RCRA hazardous waste... | | [financial-compliance](review/financial-compliance/) | 2.0.0 | Audit fintech and financial services code for KYC/AML (CIP, CDD, EDD, sanctions screening, transaction monitoring), BSA (SAR/CTR filing, FinCEN reporting, Travel Rule), Reg E (EFT... | | [game-accessibility](review/game-accessibility/) | 2.0.0 | Audit game projects for accessibility across visual (colorblind modes, contrast, font scaling, photosensitivity), audio (subtitles, captions, visual sound indicators, mono audio),... | | [game-code-review](review/game-code-review/) | 2.0.0 | Review game code architecture for component coupling, ECS vs OOP design, update loop organization (deltaTime, fixed timestep, frame budget), state machine quality (boolean soup,... | | [government-compliance](review/government-compliance/) | 2.0.0 | Audit government and federal software for FedRAMP authorization readiness (Low/Moderate/High), NIST 800-53 controls (AC, AU, CM, IA, SC, SI families), FISMA compliance, Section... | | [healthcare-ops](review/healthcare-ops/) | 2.0.0 | Review healthcare software for operational efficiency: appointment scheduling and resource allocation, clinical workflow burden (order entry clicks, documentation templates, alert... | | [housing-compliance](review/housing-compliance/) | 2.0.0 | Audit affordable housing and property management software for Fair Housing Act (protected classes, disparate impact screening, AFFH), Section 504/ADA accessibility (5% mobility... | | [manufacturing-compliance](review/manufacturing-compliance/) | 2.0.0 | Audit manufacturing software for FDA 21 CFR Part 11 (electronic records, e-signatures, audit trails), ISO 9001/13485/14001/45001 quality management (document control, CAPA,... | | [mobile-security-review](review/mobile-security-review/) | 2.0.0 | Audit mobile apps against OWASP Mobile Top 10 (M1-M10): credential hardcoding, supply chain dependencies, insecure auth/token storage (Keychain/Keystore), input validation (deep... | | [multiplayer-review](review/multiplayer-review/) | 2.0.0 | Audit multiplayer netcode, online game networking, and real-time synchronization. Reviews client-server authority, lag compensation, client-side prediction, server reconciliation,... | | [permit-compliance](review/permit-compliance/) | 2.0.0 | Audit construction permit tracking, building code compliance, and inspection management software. Reviews permit lifecycle workflows (building, electrical, plumbing, mechanical,... | | [pr](review/pr/) | 2.0.0 | Create a convention-compliant pull request from the current branch. | | [procurement-review](review/procurement-review/) | 2.0.0 | Audit procurement and procure-to-pay software for sourcing, purchasing, and vendor management. Reviews requisition-to-PO workflows, RFQ/RFP bid management, approval routing with... | | [regulatory-compliance](review/regulatory-compliance/) | 2.0.0 | Audit codebases for cross-industry regulatory compliance across SOX, GDPR, HIPAA, PCI-DSS, CCPA/CPRA, FedRAMP, FISMA, COPPA, and FERPA. Reviews audit trail completeness... | | [school-ops](review/school-ops/) | 2.0.0 | Audit K-12 school operations, district management, and education administration software. Reviews master schedule building and constraint optimization, student course request... | | [security-review](review/security-review/) | 2.0.0 | Security audit and vulnerability assessment for any codebase. Scans for authentication bypasses, missing auth middleware, broken JWT validation (algorithm confusion, weak secrets,... | | [store-compliance](review/store-compliance/) | 2.0.0 | Pre-submission audit for Apple App Store and Google Play Store compliance. Checks App Store Review Guidelines (safety, performance, business, design, legal sections) and Google... | | [therapist-documentation](review/therapist-documentation/) | 2.0.0 | Audit therapy and behavioral health documentation platforms for clinical quality and regulatory compliance. Reviews SOAP, DAP, and BIRP note template structure, note completeness... | ### deploy -- Infrastructure & Deployment (18 skills) | Skill | Version | Description | | ------------------------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [app-store-publish](deploy/app-store-publish/) | 2.0.0 | Configure a complete iOS App Store publishing pipeline — sets up Fastlane with code signing (match), App Store Connect API key, TestFlight and release lanes, screenshot... | | [aws](deploy/aws/) | 2.1.0 | Generates production-ready Terraform files for AWS infrastructure. Writes complete .tf files for any cloud architecture — no deployment, just file generation. | | [cdn](deploy/cdn/) | 2.0.0 | Configure a CDN with optimized caching, SSL/TLS, security headers, and cache invalidation — auto-detects hosting provider and app type, generates CloudFront, Cloudflare, or Vercel... | | [ci-fixer](deploy/ci-fixer/) | 1 | Scan all repos for failing or stuck GitHub Actions workflows, diagnose issues, and fix them. Use when: 'fix ci', 'ci is broken', 'github actions failing', 'unblock ci', 'clear... | | [devops](deploy/devops/) | 2.0.0 | Audit deployment readiness across CI/CD, containers, monitoring, IaC, secrets, CDN, and DNS — score each area 0-100, identify critical gaps, and optionally auto-fix by chaining... | | [dns](deploy/dns/) | 2.0.0 | Set up DNS records, SSL/TLS certificates, subdomains, SPF/DKIM/DMARC email authentication, and health-check failover routing for Route53, Cloudflare, or GCP Cloud DNS — with... | | [docker](deploy/docker/) | 2.0.0 | Detect project stack and generate production-ready multi-stage Dockerfiles with compose services, .dockerignore, non-root users, health checks, layer caching, and optional dev... | | [flutter-deploy](deploy/flutter-deploy/) | 1.0.0 | Build and deploy Flutter apps to App Store (TestFlight) and Google Play (internal/production). Auto-detects project structure, pulls signing secrets from AWS Secrets Manager,... | | [free-keys](deploy/free-keys/) | 2.0.0 | Provision free LLM API keys from 20+ providers. Health-checks existing keys, opens signup pages, validates new keys, and saves them to your project. | | [github-actions](deploy/github-actions/) | 2.0.0 | Detect project stack and generate GitHub Actions CI/CD workflows — PR checks with lint/test/build/security, deploy pipelines for Vercel/AWS/GCP/Fly/Docker, dependency caching,... | | [hotfix](deploy/hotfix/) | 2.1.0 | Emergency bug fix pipeline — diagnose, fix, test, commit, push, and PR in 2 iterations max. Speed over perfection. | | [k8s](deploy/k8s/) | 2.0.0 | Generate production-grade Kubernetes manifests — Deployments with probes and security contexts, Services, Ingress with TLS, HPA, PDB, NetworkPolicy, ConfigMaps, Secrets — with... | | [mobile-ci-cd](deploy/mobile-ci-cd/) | 2.0.0 | Set up mobile CI/CD pipelines for Flutter, React Native, or native iOS/Android — GitHub Actions workflows for testing, code signing, TestFlight/Play Store distribution, build... | | [monitoring](deploy/monitoring/) | 2.0.0 | Set up application observability with Prometheus, Grafana, Datadog, or CloudWatch — instrument metrics endpoints, configure Golden Signal dashboards, define alert rules with... | | [ota-updates](deploy/ota-updates/) | 2.0.0 | Configure over-the-air mobile updates — Shorebird for Flutter, CodePush or EAS Update for React Native — with update channels, staged rollout, forced vs optional update policies,... | | [play-store-publish](deploy/play-store-publish/) | 2.0.0 | Configure the complete Google Play Store publishing pipeline — upload key generation, AAB bundle optimization, Fastlane supply lanes for internal/beta/production tracks, staged... | | [secrets](deploy/secrets/) | 2.0.0 | Audit codebases for leaked secrets and hardcoded credentials, generate .env templates, configure secrets management with AWS Secrets Manager, Vault, Doppler, or GCP Secret... | | [terraform](deploy/terraform/) | 2.0.0 | Generate Terraform infrastructure-as-code for AWS, GCP, or Azure. Creates modular VPC, compute, database, cache, CDN, and monitoring configs with per-environment sizing, remote... | ### docs -- Documentation (11 skills) | Skill | Version | Description | | -------------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | [adr](docs/adr/) | 2.0.0 | Create and manage Architecture Decision Records using the Michael Nygard format. Supports new ADR creation, retrospective analysis to document existing decisions, superseding,... | | [api-docs](docs/api-docs/) | 2.0.0 | Generate OpenAPI 3.1 documentation from your API codebase. Auto-detects Express, Fastify, NestJS, Django, FastAPI, Flask, Rails, Spring, Go, and more. Extracts routes,... | | [engineering-spec](docs/backend-spec/) | 2.0.0 | Generates structured engineering specs (backend or frontend) from feature descriptions, designs, or ticket references. Triggers on "spec", "story", "ticket", "engineering spec",... | | [blog-writer](docs/blog-writer/) | 1 | Write human-sounding, SEO-optimized blog posts for skills-hub.ai. Use when: 'write a blog post', 'draft a post', 'update blog', 'blog about', 'write about'. Supports styles:... | | [changelog](docs/changelog/) | 2.0.0 | Generate or update CHANGELOG.md from git history. Parses conventional commits, groups by version tags, categorizes into Added/Fixed/Changed/Breaking sections using... | | [diagram](docs/diagram/) | 2.0.0 | Generate Mermaid architecture diagrams from your codebase. Produces C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and... | | [document](docs/document/) | 2.0.0 | Audit your project's documentation health and identify gaps. Scans for README, changelog, API docs, ADRs, runbooks, onboarding guides, and diagrams. Scores coverage against... | | [gen-catalog](docs/gen-catalog/) | 2.0.0 | Generate skill catalog — auto-discovers skills, builds README tables, JSON, or HTML output. Triggers: generate skill catalog, update skills documentation, list all skills | | [onboarding](docs/onboarding/) | 2.0.0 | Generate a comprehensive developer onboarding guide from your codebase. Analyzes tech stack, project structure, build commands, environment variables, code conventions, and git... | | [readme](docs/readme/) | 2.0.0 | Generate project documentation — README files, API docs, and changelogs. Triggers: README, documentation, generate docs, document this project, write README, API docs, changelog. | | [runbook](docs/runbook/) | 2.0.0 | Generate an operations runbook from your deployment config, Docker/K8s manifests, CI/CD pipelines, and monitoring setup. Produces copy-pasteable procedures for deployment,... | ### security -- Security & Compliance (12 skills) | Skill | Version | Description | | -------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [benefits-fraud](security/benefits-fraud/) | 2.0.0 | Audit government benefits and entitlement systems for fraud prevention, detection, and recovery capabilities. Assesses identity proofing (document verification, SSA cross-match,... | | [check-vanta](security/check-vanta/) | 2.0.0 | Fetches dependency vulnerabilities from Vanta, Snyk, Dependabot, or GitHub Security Advisories, creates a tracking issue in Jira/Linear/GitHub Issues, then fixes, commits, pushes,... | | [dependency-scan](security/dependency-scan/) | 2.0.0 | Scan project dependencies for known vulnerabilities (CVEs), auto-fix safe patches, and generate SBOM. Auto-detects all package managers in monorepos — npm (npm audit), yarn (yarn... | | [encryption](security/encryption/) | 2.0.0 | Audit and harden encryption across the full stack. Checks data-at-rest encryption (database TDE, field-level AES-256-GCM, file storage SSE, backup encryption), data-in-transit... | | [game-security](security/game-security/) | 2.0.0 | Game-specific security review covering cheat prevention, exploit surfaces, and server authority. Audits client-side authority vulnerabilities (damage, health, currency, cooldown,... | | [gdpr](security/gdpr/) | 2.0.0 | GDPR and CCPA/CPRA privacy compliance audit for codebases. Inventories PII fields (email, phone, SSN, IP, device ID, geolocation, biometrics, behavioral data), maps data... | | [hipaa](security/hipaa/) | 2.0.0 | Deep HIPAA Security Rule technical audit mapping code-level findings to 45 CFR sections. Covers administrative safeguards (164.308 -- risk analysis, workforce security, access... | | [owasp](security/owasp/) | 2.0.0 | Systematic audit against the OWASP 2021 Top 10 web application security risks with severity-rated, file-level findings. Checks A01 Broken Access Control (IDOR, path traversal,... | | [pci-dss](security/pci-dss/) | 2.0.0 | PCI DSS v4.0 compliance audit for payment-handling codebases. Scans for PAN patterns (Visa, Mastercard, Amex, Discover), CVV storage violations, and track data retention. Audits... | | [pentest](security/pentest/) | 2.0.0 | Static-analysis penetration test that hunts for exploitable vulnerabilities with proof-of-concept payloads and fix code. Covers SQL and NoSQL injection (string concatenation, raw... | | [secure](security/secure/) | 2.0.0 | Full-stack security posture assessment with 0-100 risk scoring. Scans dependency vulnerabilities (npm audit, pip-audit, cargo audit, govulncheck), dangerous code patterns (SQL... | | [soc2](security/soc2/) | 2.0.0 | SOC 2 Type II readiness assessment against all five Trust Service Criteria. Evaluates Security controls (CC6/CC7 -- RBAC, access provisioning/removal, network segmentation, TLS... | ### ux -- User Experience & Design (26 skills) | Skill | Version | Description | | ---------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [dark-mode](ux/dark-mode/) | 2.0.0 | Implement complete dark mode for any frontend project. Auto-detects theme system (Flutter ThemeData, Tailwind dark class, CSS variables, MUI, Chakra UI, styled-components),... | | [design-adapt](ux/design-adapt/) | 1.0.0 | Make interfaces truly adaptive — not just responsive. Uses container queries for component-level adaptation, adaptive navigation patterns, and platform-aware layouts for web,... | | [design-amplify](ux/design-amplify/) | 1.0.0 | Amplify safe, boring designs into visually confident interfaces. Increases contrast, adds dramatic typography, introduces bold color, and creates visual tension. Makes designs... | | [design-animate](ux/design-animate/) | 1.0.0 | Add purposeful motion to interfaces using modern CSS — scroll-driven animations, view transitions, @starting-style, and GPU-accelerated transforms. Zero JS animation libraries... | | [design-audit](ux/design-audit/) | 1.0.0 | Comprehensive autonomous design quality audit across accessibility (WCAG 2.2), performance, theming, responsive/adaptive design, and anti-pattern detection. Produces a prioritized... | | [design-build](ux/design-build/) | 1.1.0 | Build distinctive, production-grade interfaces with Ralph Wiggum velocity. Ships working code — web or mobile — with modern CSS, fluid typography, purposeful motion, and zero... | | [design-claude](ux/design-claude/) | 1.0.0 | HTML-first hi-fi design skill: interactive prototypes, slide decks, animation demos, design variant exploration, visual direction advising, and expert critique. Triggers: make a... | | [design-color](ux/design-color/) | 1.0.0 | Add strategic color to monochromatic or dull interfaces using oklch for perceptually uniform palettes. Generates harmonious color systems with automatic light/dark variants and... | | [design-copy](ux/design-copy/) | 1.0.0 | Autonomous UX copy improvement — rewrites unclear labels, error messages, microcopy, CTAs, tooltips, and onboarding text. Makes every word earn its place. Supports web and mobile. | | [design-critique](ux/design-critique/) | 1.0.0 | Autonomous design effectiveness evaluation — visual hierarchy, information architecture, emotional resonance, and craft quality. Produces actionable feedback with specific... | | [design-delight](ux/design-delight/) | 1.0.0 | Add moments of joy — success celebrations, subtle hover reactions, personality in empty states, easter eggs, and contextual surprises. Elevates functional to memorable without... | | [design-harden](ux/design-harden/) | 1.0.0 | Make interfaces bulletproof — error boundaries, loading states, empty states, text overflow, i18n readiness, offline handling, and every edge case that breaks in production. Makes... | | [design-normalize](ux/design-normalize/) | 1.0.0 | Normalize a codebase to its design system — replace hardcoded values with tokens, enforce consistent component usage, align spacing/typography/color with the established system.... | | [design-onboard](ux/design-onboard/) | 1.0.0 | Design or improve onboarding flows, empty states, and first-time experiences. Progressive disclosure over feature dumps. Contextual guidance over tutorials. Makes users successful... | | [design-optimize](ux/design-optimize/) | 1.0.0 | Autonomous performance optimization for interfaces — content-visibility, CSS containment, scroll-driven animations replacing JS, view transitions replacing SPA transitions, image... | | [design-polish](ux/design-polish/) | 1.0.0 | Final autonomous quality pass before shipping. Fixes alignment, spacing, consistency, typography hierarchy, color harmony, motion timing, and every micro-detail that separates... | | [design-setup](ux/design-setup/) | 1.0.0 | One-time autonomous design context discovery. Scans the codebase to extract design tokens, typography, colors, spacing, brand patterns, and tech stack, then writes a Design... | | [design-simplify](ux/design-simplify/) | 1.0.0 | Strip interfaces to their essence — remove unnecessary complexity, reduce visual noise, simplify navigation, and eliminate redundant UI elements. Great design is simple, powerful,... | | [design-system](ux/design-system/) | 2.0.0 | Extract and formalize a design system from existing UI code. Scans for every hardcoded color, font size, spacing value, border radius, and shadow across the codebase, deduplicates... | | [design-to-code](ux/design-to-code/) | 1.0.0 | Turn a design into production-quality frontend code: extract a design system with tokens and components, make layouts responsive across breakpoints, add dark mode with... | | [design-tokens](ux/design-tokens/) | 1.0.0 | Extract, consolidate, and modernize design tokens — oklch color scales, fluid spacing with clamp(), typography scales, motion timing, and shadow depths. Builds a systematic token... | | [design-tone-down](ux/design-tone-down/) | 1.0.0 | Reduce visual intensity without losing design quality. Softens aggressive colors, calms excessive animations, balances overwhelming layouts, and restores visual breathing room. | | [game-ux](ux/game-ux/) | 2.0.0 | Audit game user experience across HUD clarity, menu navigation, tutorial effectiveness, control responsiveness, camera systems, feedback loops, loading screens, and settings... | | [i18n](ux/i18n/) | 2.0.0 | Set up internationalization by extracting all hardcoded user-facing strings to locale files. Auto-detects framework (Flutter, Next.js, React, Vue, Angular, iOS, Android) and... | | [responsive](ux/responsive/) | 2.0.0 | Audit and fix responsive design issues across all breakpoints. Scans for fixed widths that cause mobile overflow, missing media query variants, non-responsive images, undersized... | | [ux](ux/ux/) | 2.1.0 | Dual-mode UX quality skill — runs a heuristic/accessibility/motion audit on the current codebase, or validates implementation against design mockups. Fixes all issues found and... | ### analysis -- Domain Analysis, Research & Industry Verticals (197 skills) | Skill | Version | Description | | ------------------------------------------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [actuarial-modeling](analysis/actuarial-modeling/) | 2.0.0 | > | | [ad-yield-optimization](analysis/ad-yield-optimization/) | 2.0.0 | > | | [affordable-housing](analysis/affordable-housing/) | 2.0.0 | > | | [alert-prioritization](analysis/alert-prioritization/) | 2.0.0 | > | | [analyze](analysis/analyze/) | 2.0.0 | Deep cross-layer consistency audit for any codebase. Traces every feature from UI to database, finds broken wiring, missing handlers, model mismatches, and security gaps.... | | [api-surface](analysis/api-surface/) | 2.0.0 | > | | [app-size-optimizer](analysis/app-size-optimizer/) | 2.0.0 | > | | [app-store-optimization](analysis/app-store-optimization/) | 2.0.0 | > | | [apparel-demand](analysis/apparel-demand/) | 2.0.0 | > | | [asset-lifecycle](analysis/asset-lifecycle/) | 2.0.0 | > | | [audit-support](analysis/audit-support/) | 2.0.0 | > | | [backend-spec](analysis/backend-spec/) | 6.1.0 | Generates backend or frontend engineering specs in structured Jira format with description, categorized acceptance criteria, routes, dev notes, and table schemas. | | [batch-optimization](analysis/batch-optimization/) | 2.0.0 | > | | [behavioral-segmentation](analysis/behavioral-segmentation/) | 2.0.0 | > | | [benefits-processing](analysis/benefits-processing/) | 2.0.0 | > | | [bookkeeping-automation](analysis/bookkeeping-automation/) | 2.0.0 | > | | [box-optimization](analysis/box-optimization/) | 2.0.0 | > | | [budget-allocation](analysis/budget-allocation/) | 2.0.0 | > | | [bundle-analysis](analysis/bundle-analysis/) | 2.0.0 | > | | [carbon-accounting](analysis/carbon-accounting/) | 2.0.0 | > | | [care-plan-optimizer](analysis/care-plan-optimizer/) | 2.0.0 | > | | [caregiver-coordination](analysis/caregiver-coordination/) | 2.0.0 | > | | [case-outcome-predictor](analysis/case-outcome-predictor/) | 2.0.0 | Audit legal case prediction systems for bias, fairness, accuracy, and ethical guardrails. Use when: 'check my prediction model for bias', 'audit case outcome fairness', 'evaluate... | | [catastrophe-modeling](analysis/catastrophe-modeling/) | 2.0.0 | Analyze catastrophe modeling systems for natural disaster exposure, PML estimation, and reinsurance optimization. Use when: 'assess cat model', 'evaluate disaster exposure',... | | [claims-workflow](analysis/claims-workflow/) | 2.0.0 | Analyze insurance claims workflow systems for intake optimization, adjudication rules, subrogation, litigation management, and settlement analytics. Use when: 'audit claims... | | [climate-risk-agriculture](analysis/climate-risk-agriculture/) | 2.0.0 | Analyze agricultural climate risk systems for weather impact modeling, crop insurance, drought/flood prediction, soil moisture, and carbon tracking. Use when: 'assess crop climate... | | [clinical-data-review](analysis/clinical-data-review/) | 2.0.0 | Review clinical data models and APIs for HL7 FHIR conformance, terminology standards, interoperability, and clinical workflow correctness. Use when: 'check FHIR compliance',... | | [cnc-furniture](analysis/cnc-furniture/) | 1.0.0 | >- | | [codebase-health](analysis/codebase-health/) | 2.0.0 | Score your codebase 0-100 across complexity, coupling, cohesion, test coverage, documentation, churn hotspots, dependency health, and lint/type safety. Use when: 'how healthy is... | | [commodity-pricing](analysis/commodity-pricing/) | 2.0.0 | Analyze commodity pricing and trading systems including forward curves, option models, position management, risk metrics, and regulatory reporting. Use when: 'review pricing... | | [compete](analysis/compete/) | 2.0.0 | Competitive intelligence and market positioning analysis. Researches competitors, compares features, pricing, and tech stacks, then produces a prioritized gap analysis with... | | [compliance-ops](analysis/compliance-ops/) | 2.0.0 | Analyze compliance operations for regulatory change tracking, control mapping, policy management, audit readiness, and training compliance. Use when: 'audit compliance program',... | | [consumer-modeling](analysis/consumer-modeling/) | 2.0.0 | Analyze consumer modeling systems for purchase prediction, lifetime value estimation, multi-touch attribution, brand affinity, and switching cost analysis. Use when: 'evaluate CLV... | | [content-performance](analysis/content-performance/) | 2.0.0 | Analyze content engagement metrics, audience retention, attribution models, A/B test results, and recommendation engine effectiveness. Use when: 'audit content metrics', 'evaluate... | | [contract-risk](analysis/contract-risk/) | 2.0.0 | Audit contract management codebases for clause extraction accuracy, obligation tracking completeness, risk scoring model quality, renewal management, SLA monitoring, liability... | | [cost-analysis](analysis/cost-analysis/) | 2.0.0 | Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend... | | [cost-overrun-predictor](analysis/cost-overrun-predictor/) | 2.0.0 | Audit construction project management software for budget tracking accuracy, earned value management (EVM) formula correctness, risk factor modeling, schedule-cost integration,... | | [credit-risk](analysis/credit-risk/) | 2.0.0 | Audit credit risk modeling software for scoring algorithm accuracy, regulatory compliance (ECOA, FCRA, SR 11-7), bias and disparate impact testing, model governance lifecycle, and... | | [crisis-risk-monitor](analysis/crisis-risk-monitor/) | 2.0.0 | Audit mental health crisis monitoring systems for risk signal detection accuracy, escalation protocol completeness, safety planning integration, crisis team coordination, and... | | [crisis-triage](analysis/crisis-triage/) | 2.0.0 | Audit emergency and crisis triage systems for call prioritization accuracy, resource dispatching algorithm quality, severity classification model evaluation, response time... | | [crop-yield](analysis/crop-yield/) | 2.0.0 | Audit precision agriculture and crop management software for yield prediction model accuracy, soil analysis integration, irrigation optimization algorithms, pest and disease... | | [curriculum-optimizer](analysis/curriculum-optimizer/) | 2.0.0 | Audit curriculum management software for learning outcome alignment, pacing guide optimization, standards coverage mapping (Common Core, NGSS, state standards), differentiation... | | [customer-success-audit](analysis/customer-success-audit/) | 2.0.0 | Audit any product from a Customer Success Manager perspective -- evaluate onboarding flow completeness, self-service help infrastructure, customer health signal tracking, support... | | [cyber-risk-modeling](analysis/cyber-risk-modeling/) | 2.0.0 | Quantify cyber risk using FAIR methodology with Monte Carlo simulation, assess control effectiveness against NIST CSF/CIS/ISO 27001 frameworks, evaluate risk appetite alignment,... | | [damage-prediction](analysis/damage-prediction/) | 2.0.0 | Audit transit damage prediction and prevention systems for packaging failure mode analysis, handling chain risk assessment, claims pattern detection, and protection level... | | [debt-payoff](analysis/debt-payoff/) | 2.0.0 | Analyze debt payoff software — avalanche vs snowball strategy engines, interest calculation accuracy, amortization schedules, payment scheduling automation, credit score impact... | | [defect-detection](analysis/defect-detection/) | 2.0.0 | Analyze manufacturing defect detection and quality control systems — computer vision inspection pipelines, SPC control charts, Six Sigma process capability (Cp/Cpk), defect... | | [defense-budget](analysis/defense-budget/) | 2.0.0 | Analyze defense program budgets and acquisition costs — earned value management (EVM/CPI/SPI), should-cost modeling, PPBE process alignment, cost estimation per GAO guidelines,... | | [defense-maintenance](analysis/defense-maintenance/) | 2.0.0 | Analyze defense maintenance and readiness systems — MRO optimization, mission capable rate tracking, reliability-centered maintenance (RCM), condition-based maintenance (CBM+),... | | [defense-supply-chain](analysis/defense-supply-chain/) | 2.0.0 | Analyze defense supply chain systems — DFARS compliance assessment, CMMC cybersecurity readiness, sole-source and DMSMS risk identification, counterfeit parts prevention per SAE... | | [demand-forecasting](analysis/demand-forecasting/) | 2.0.0 | Analyze demand forecasting systems — time-series decomposition (ARIMA, Prophet, ETS), seasonal and event-driven demand modeling, booking curve and pickup analysis, cancellation... | | [dep-map](analysis/dep-map/) | 2.0.0 | Maps dependencies between stories, code modules, tickets, or specs. Computes optimal implementation order with parallel batches, cycle detection, and critical path analysis. | | [dependency-analysis](analysis/dependency-analysis/) | 2.0.0 | Analyze project dependencies for health, security, and bloat — audit outdated, deprecated, vulnerable, duplicate, heavy, and unused packages across npm, pip, cargo, go mod, and... | | [disability-services](analysis/disability-services/) | 2.0.0 | Analyze disability services software — IEP and ISP management, person-centered planning workflows, HCBS Settings Rule compliance, accommodation tracking, assistive technology... | | [disaster-prediction](analysis/disaster-prediction/) | 2.0.0 | Analyze disaster prediction and early warning systems — model accuracy for flood, earthquake, wildfire, hurricane, and tsunami hazards, data pipeline reliability from sensor... | | [donor-retention](analysis/donor-retention/) | 2.0.0 | Analyze donor retention and CRM systems — lapse risk scoring and prediction models, stewardship workflow automation, donor lifetime value (LTV) modeling, communication... | | [dropout-risk](analysis/dropout-risk/) | 2.0.0 | Audit a student information system for dropout risk prediction. Analyzes attendance patterns, grade trajectories, behavioral indicators, early warning model accuracy, intervention... | | [drug-discovery-ops](analysis/drug-discovery-ops/) | 2.0.0 | Audit a drug discovery pipeline for operational efficiency and scientific rigor. Evaluates compound library management, HTS screening workflows, hit-to-lead optimization, ADMET... | | [dynamic-pricing](analysis/dynamic-pricing/) | 2.0.0 | Audit a dynamic pricing engine for revenue optimization and fairness. Evaluates price elasticity models, competitive intelligence feeds, promotional ROI, markdown optimization,... | | [elder-care-ops](analysis/elder-care-ops/) | 2.0.0 | Audit an assisted living or elder care platform for resident safety and operational quality. Evaluates vital sign monitoring, fall detection and prevention, medication... | | [emergency-resource](analysis/emergency-resource/) | 2.0.0 | Audit an emergency resource management system for crisis readiness. Evaluates inventory tracking accuracy, deployment request-to-arrival pipeline, logistics and route... | | [emergency-response](analysis/emergency-response/) | 2.0.0 | Audit a 911 dispatch or emergency response system for operational reliability and compliance. Evaluates call routing and intake (E911/NG911), unit recommendation algorithms, AVL... | | [employer-matching](analysis/employer-matching/) | 2.0.0 | Audit a job matching platform for relevance, fairness, and candidate experience. Evaluates matching algorithm precision and recall, skill taxonomy and NLP extraction, culture fit... | | [energy-efficiency](analysis/energy-efficiency/) | 2.0.0 | Audit a manufacturing energy management system for monitoring quality, cost optimization, and compliance. Evaluates power metering infrastructure, energy baseline and EnPI... | | [ethical-sourcing](analysis/ethical-sourcing/) | 2.0.0 | Audit a supply chain compliance system for ethical sourcing and labor rights. Evaluates supplier audit programs (SMETA, BSCI), forced labor due diligence (UFLPA, Modern Slavery... | | [eviction-risk](analysis/eviction-risk/) | 2.0.0 | Audit a tenant management system for eviction prevention and risk prediction. Evaluates payment pattern analysis and arrears tracking, early warning indicators (financial,... | | [expansion-modeling](analysis/expansion-modeling/) | 2.0.0 | Analyze franchise expansion plans, model new market entry, score site selection candidates, map territory density, assess cannibalization risk, and build multi-year growth... | | [experiment-tracking](analysis/experiment-tracking/) | 2.0.0 | Audit ML experiment tracking infrastructure for reproducibility gaps, parameter logging completeness, metric capture, artifact management, and pipeline orchestration. Covers... | | [extraction-optimization](analysis/extraction-optimization/) | 2.0.0 | Optimize mining extraction operations by analyzing ore grade control, processing plant throughput, metallurgical recovery rates, energy consumption, and water balance. Covers... | | [facilities-energy](analysis/facilities-energy/) | 2.0.0 | Audit commercial building energy performance including HVAC optimization, ENERGY STAR scoring, utility cost analysis, demand response readiness, and sustainability compliance.... | | [fall-risk](analysis/fall-risk/) | 2.0.0 | Evaluate elder care fall risk prediction systems including wearable sensor integration, gait and balance analytics, risk scoring algorithms, environmental hazard detection,... | | [fleet-maintenance](analysis/fleet-maintenance/) | 2.0.0 | Analyze fleet maintenance programs for preventive maintenance scheduling effectiveness, parts inventory forecasting, vehicle downtime minimization, total cost of ownership... | | [fleet-safety](analysis/fleet-safety/) | 2.0.0 | Analyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug... | | [food-waste](analysis/food-waste/) | 2.0.0 | Analyze food supply chain systems for waste reduction opportunities including shelf life prediction models, FIFO and FEFO inventory rotation enforcement, demand forecasting... | | [franchise-benchmarking](analysis/franchise-benchmarking/) | 2.0.0 | Benchmark franchise locations by comparing top and bottom quartile performance across revenue, profitability, and operational scores. Covers same-store sales decomposition into... | | [franchise-inventory](analysis/franchise-inventory/) | 2.0.0 | Analyze franchise inventory management for par level optimization, waste tracking and root cause analysis, theoretical vs. actual food cost variance, menu engineering... | | [fraud-detection](analysis/fraud-detection/) | 2.0.0 | Analyze fraud detection systems including rule engines, ML scoring models, real-time transaction monitoring, alert triage workflows, false positive management, SAR/CTR regulatory... | | [fuel-optimization](analysis/fuel-optimization/) | 2.0.0 | Analyze fleet fuel optimization systems including MPG consumption analytics, eco-driving behavior scoring, route fuel cost modeling, idling detection and anti-idle programs, IFTA... | | [funding-allocation](analysis/funding-allocation/) | 2.0.0 | Analyze university and research institution funding allocation systems including RCM revenue attribution, performance-based budgeting, faculty startup package management, F&A... | | [fundraising-optimizer](analysis/fundraising-optimizer/) | 2.0.0 | Analyze nonprofit fundraising software for RFM donor segmentation, campaign performance modeling with A/B testing, recurring giving retention and failed payment recovery, major... | | [game-ai](analysis/game-ai/) | 2.0.0 | Analyze game AI systems including behavior trees, finite state machines, GOAP planning, utility AI scoring, A-star and NavMesh pathfinding, steering and flocking behaviors,... | | [game-design-review](analysis/game-design-review/) | 2.0.0 | Analyze game design documents and implementations for core gameplay loop clarity and depth, XP leveling curves and unlock pacing, difficulty curve spikes and plateaus, skill tree... | | [game-economy](analysis/game-economy/) | 2.0.0 | Analyze in-game economy systems including soft and hard currency source-sink balance, inflation projection modeling, loot table drop rate fairness and pity system evaluation,... | | [game-monetization](analysis/game-monetization/) | 2.0.0 | Analyze game monetization implementations including IAP purchase flow and server-side receipt validation, ad mediation waterfall and rewarded video placement, subscription... | | [game-performance](analysis/game-performance/) | 2.0.0 | Analyze game code for performance bottlenecks including draw call batching and overdraw, shader complexity and LOD strategy, per-frame GC allocation pressure, object pooling gaps,... | | [grant-management](analysis/grant-management/) | 2.0.0 | Analyze grant management and sponsored research operations including proposal lifecycle tracking, pre-award routing and budget development, post-award expenditure monitoring and... | | [grant-writer](analysis/grant-writer/) | 2.0.0 | Audit a grant management system for proposal workflow efficiency, deadline tracking, budget-narrative alignment, outcome reporting, compliance readiness, and win rate... | | [grid-optimizer](analysis/grid-optimizer/) | 2.0.0 | Analyze smart grid and power distribution optimization code for power flow solver correctness, fault detection and restoration automation, distributed energy resource management,... | | [growth-audit](analysis/growth-audit/) | 2.0.0 | Audit a product codebase for growth readiness using the AARRR pirate metrics framework. Scans actual code for SEO implementation, onboarding friction, retention hooks,... | | [healthcare-compliance](analysis/healthcare-compliance/) | 2.0.0 | Audit a healthcare software codebase for HIPAA Privacy and Security Rule compliance, HITECH breach notification readiness, 21st Century Cures Act interoperability requirements,... | | [hr-ops](analysis/hr-ops/) | 2.0.0 | Analyze an HR operations system for headcount planning effectiveness, attrition pattern detection, compensation benchmarking accuracy, workforce analytics maturity, and onboarding... | | [image-storage-optimization](analysis/image-storage-optimization/) | 2.1.0 | Audits and implements mandatory image resizing and compression for all uploaded user images to reduce storage costs while preserving visual quality. | | [impact-measurement](analysis/impact-measurement/) | 2.0.0 | Analyze program impact measurement software for logic model completeness, indicator tracking rigor, data collection methodology, causal attribution modeling, cost-effectiveness... | | [incident-response](analysis/incident-response/) | 2.0.0 | Analyze an incident response program for playbook coverage, MTTR optimization opportunities, evidence collection readiness, root cause analysis quality, and post-incident review... | | [incident-tracking](analysis/incident-tracking/) | 2.0.0 | Analyze a workplace safety incident tracking system for incident classification accuracy, root cause analysis depth, OSHA 300 log recordkeeping compliance, trend analysis... | | [insurance-claims](analysis/insurance-claims/) | 2.0.0 | Analyze an insurance claims processing system for lifecycle completeness, straight-through processing automation, fraud detection coverage, reserve estimation methodology,... | | [inventory-allocation](analysis/inventory-allocation/) | 2.0.0 | Analyze an inventory allocation system for demand-driven distribution accuracy, store clustering methodology, safety stock optimization, markdown timing, replenishment logic, and... | | [inventory-forecast](analysis/inventory-forecast/) | 2.0.0 | Audit demand forecasting models and inventory optimization logic -- forecast accuracy (MAPE, bias), safety stock calculations, reorder point strategies (EOQ, ROP, min/max),... | | [job-dispatch](analysis/job-dispatch/) | 2.0.0 | Audit field service dispatch and workforce scheduling systems -- technician routing (VRP solvers, drive time modeling), skill-based job assignment, SLA priority scheduling,... | | [lab-automation](analysis/lab-automation/) | 2.0.0 | Audit laboratory automation systems -- LIMS architecture, instrument connectivity (SiLA 2, OPC-UA, serial drivers), sample tracking and chain of custody, protocol workflow... | | [lab-management](analysis/lab-management/) | 2.0.0 | Audit laboratory management systems -- chemical inventory (SDS, GHS, CAS tracking), equipment lifecycle and calibration scheduling, safety compliance (OSHA 29 CFR 1910.1450,... | | [lease-compliance](analysis/lease-compliance/) | 2.0.0 | Audit commercial lease compliance systems -- CAM reconciliation accuracy (pro-rata share, caps, admin fees), lease abstraction completeness, critical date tracking and deadline... | | [lease-optimizer](analysis/lease-optimizer/) | 2.0.0 | Audit commercial lease optimization software -- lease abstraction quality, rent optimization (market comparison, net effective rent, blend-and-extend modeling), ASC 842/IFRS 16... | | [legal-aid](analysis/legal-aid/) | 2.0.0 | Audit legal aid and public defense case management systems -- client intake workflows, Federal Poverty Level eligibility screening accuracy, conflict-of-interest checking,... | | [legal-discovery](analysis/legal-discovery/) | 2.0.0 | Audit e-discovery and litigation document review systems -- data collection pipelines (PST, MBOX, SharePoint, Slack), document processing (OCR via Tesseract/ABBYY, metadata... | | [level-design](analysis/level-design/) | 2.0.0 | Audit game level design systems and procedural generation -- BSP room subdivision, Wave Function Collapse tile placement, cellular automata cave generation, Perlin noise terrain,... | | [litigation-predictor](analysis/litigation-predictor/) | 2.0.0 | Audit litigation analytics and case outcome prediction systems -- ML outcome models (logistic regression, gradient boosting, neural nets with temporal train/test splits),... | | [load-forecast](analysis/load-forecast/) | 2.0.0 | Analyze energy load forecasting systems including demand prediction models (ARIMA, Prophet, LSTM), weather API integration, peak shaving strategies, demand response program... | | [maintenance-scheduling](analysis/maintenance-scheduling/) | 2.0.0 | Analyze preventive and predictive maintenance scheduling systems including CMMS/EAM work order optimization, asset condition scoring with Facility Condition Index, PM compliance... | | [material-forecasting](analysis/material-forecasting/) | 2.0.0 | Analyze material forecasting and requirements planning systems including MRP/MRP II logic evaluation, BOM explosion accuracy, supplier lead time variability tracking, seasonal... | | [medical-billing](analysis/medical-billing/) | 2.0.0 | Analyze medical billing and revenue cycle management software including claims processing pipelines, EDI transaction handling (837P/837I/835/270/271/276/277), ICD-10 and CPT code... | | [medication-adherence](analysis/medication-adherence/) | 2.0.0 | Analyze medication adherence and management platforms including dose tracking accuracy (MPR, PDC metrics), drug-drug and drug-food interaction checking completeness, refill... | | [mental-health-clinic](analysis/mental-health-clinic/) | 2.0.0 | Analyze mental health clinic and therapy practice software including appointment scheduling optimization with no-show backfill, therapist-client matching algorithms... | | [merchandising-analytics](analysis/merchandising-analytics/) | 2.0.0 | Analyze retail merchandising systems including planogram optimization (space-to-sales alignment, fair share index, sales per linear foot), visual merchandising effectiveness for... | | [metrics](analysis/metrics/) | 2.0.0 | Computes development quality and velocity metrics from git history and tracks improvement over time. Measures fix ratios, rework hotspots, test coverage, DORA metrics, and code... | | [mining-maintenance](analysis/mining-maintenance/) | 2.0.0 | Analyze mining equipment maintenance systems including heavy fleet condition monitoring (oil analysis, vibration per ISO 17359/10816, thermal imaging), predictive analytics with... | | [mining-safety](analysis/mining-safety/) | 2.0.0 | Analyze mining safety management systems including incident investigation quality (ICAM, TapRooT, BowTie analysis), hazard identification and risk register completeness, critical... | | [mobile-analytics](analysis/mobile-analytics/) | 2.0.0 | Analyze mobile app analytics implementation including event tracking completeness and naming conventions, SDK configuration audit (Firebase Analytics, Amplitude, Mixpanel,... | | [mobile-monetization](analysis/mobile-monetization/) | 2.0.0 | Audit mobile app revenue implementation -- in-app purchases, subscriptions, ad SDKs, paywall design, trial conversion funnels, and store billing compliance. Covers StoreKit 2,... | | [mobile-performance](analysis/mobile-performance/) | 2.0.0 | Profile and audit mobile app performance -- cold/warm/hot startup time, memory leaks, battery drain, network efficiency, frame rate jank, and binary size. Covers Flutter, React... | | [mobile-ux-patterns](analysis/mobile-ux-patterns/) | 2.0.0 | Audit mobile UX implementation against platform conventions -- navigation patterns, gesture handling, pull-to-refresh, infinite scroll, skeleton screens, haptic feedback, adaptive... | | [mvp](analysis/mvp/) | 2.0.0 | MVP analysis, product analysis, app teardown, analyze this app, what does this app do, product breakdown, feature analysis | | [narrative-design](analysis/narrative-design/) | 2.0.0 | Audit game narrative systems for technical quality -- branching dialogue trees, state/flag tracking, quest systems, choice-consequence mapping, localization pipelines, voice-over... | | [new-features](analysis/new-features/) | 1.0.0 | Feature discovery agent — mines project docs, memory, user feedback, and competitor gaps to surface the highest-leverage features to build next. Outputs a prioritized feature... | | [parts-inventory](analysis/parts-inventory/) | 2.0.0 | Analyze MRO parts inventory systems for field service optimization -- truck stock composition, first-time fix rate improvement, reorder point calculation, safety stock sizing,... | | [patient-engagement](analysis/patient-engagement/) | 2.0.0 | Audit patient-facing healthcare software for portal feature completeness, secure messaging, health literacy, telehealth readiness, consent management, and HIPAA compliance. Covers... | | [peer-review-ops](analysis/peer-review-ops/) | 2.0.0 | Audit academic peer review operations -- reviewer matching algorithms, conflict of interest detection, turnaround time optimization, review quality scoring, and editorial workflow... | | [pharma-compliance](analysis/pharma-compliance/) | 2.0.0 | Audit pharmaceutical regulatory compliance -- inspection readiness, CAPA system effectiveness, change control pipeline, data integrity (ALCOA+), and validation lifecycle tracking.... | | [pharma-quality-control](analysis/pharma-quality-control/) | 2.0.0 | Audit pharmaceutical QC laboratory operations -- OOS/OOT investigations, stability program trending, analytical method validation status, release testing optimization, and... | | [player-analytics](analysis/player-analytics/) | 2.0.0 | Audit game analytics and telemetry implementation -- event tracking completeness, FTUE and monetization funnel coverage, retention metric infrastructure, A/B testing framework,... | | [pmf-analysis](analysis/pmf-analysis/) | 2.0.0 | Audit a codebase for product-market fit readiness -- evaluate startup PMF signals, core value loop tightness, feature scatter vs focus ratio, user activation funnel friction,... | | [portfolio-optimizer](analysis/portfolio-optimizer/) | 2.0.0 | Audit investment portfolio management software for mean-variance optimization, Black-Litterman model, risk parity allocation, VaR/CVaR risk metrics, Brinson performance... | | [predictive-maintenance](analysis/predictive-maintenance/) | 2.0.0 | Audit manufacturing predictive maintenance systems for OPC-UA/MQTT sensor data pipelines, time-series storage retention, ML model lifecycle (training-serving skew, drift... | | [pricing-sensitivity](analysis/pricing-sensitivity/) | 2.0.0 | Audit pricing research and sensitivity analysis systems for Van Westendorp price sensitivity meter (OPP/IDP/PMC/PME intersections), Gabor-Granger demand curves,... | | [procurement-analysis](analysis/procurement-analysis/) | 2.0.0 | Audit procurement and procure-to-pay systems for spend analytics (Pareto analysis, tail spend visibility), supplier consolidation opportunities, Kraljic matrix category... | | [production-budgeting](analysis/production-budgeting/) | 2.0.0 | Audit film, television, and digital content production budgets for above-the-line (ATL) and below-the-line (BTL) cost accuracy, SAG-AFTRA/DGA/WGA/IATSE union rate compliance,... | | [production-optimizer](analysis/production-optimizer/) | 2.0.0 | Audit manufacturing production optimization systems for OEE (Overall Equipment Effectiveness) calculation accuracy, Six Big Losses categorization, job shop and flow shop... | | [production-scheduling](analysis/production-scheduling/) | 2.0.0 | Audit factory production scheduling systems for finite capacity planning, Drum-Buffer-Rope (DBR) Theory of Constraints implementation, dispatching rules (EDD, SPT, critical... | | [property-roi](analysis/property-roi/) | 2.0.0 | Audit real estate investment software for IRR/NPV/cap rate/cash-on-cash return calculations, pro forma income modeling (GPR, vacancy, rent growth, NNN pass-throughs), equity... | | [public-resource-allocation](analysis/public-resource-allocation/) | 2.0.0 | Audit public sector and government resource allocation systems for budget optimization algorithms (zero-based, incremental, performance-based), service demand forecasting (ARIMA,... | | [quote-automation](analysis/quote-automation/) | 2.0.0 | Audit a quoting or estimation system -- analyze labor hour estimation accuracy, material take-off completeness, pricing rule engines, markup and margin optimization,... | | [real-estate-market](analysis/real-estate-market/) | 2.0.0 | Audit a real estate analytics platform -- evaluate comparable sales and rental engines, automated valuation models (AVM), demographic and economic indicator pipelines, submarket... | | [recall](analysis/recall/) | 2.0.0 | Reconstructs the development cycle from git history, distills sequential/parallel patterns, and produces actionable insights for improving future iterations. Triggers: recall,... | | [reconciliation](analysis/reconciliation/) | 2.0.0 | Audit financial reconciliation workflows -- evaluate automated transaction matching engines, intercompany balance reconciliation, suspense and clearing account health, variance... | | [recovery-metrics](analysis/recovery-metrics/) | 2.0.0 | Audit a rehabilitation recovery tracking system -- evaluate standardized outcome instruments (FIM, Barthel Index, SF-36, DASH, LEFS, PROMIS), functional assessment scoring... | | [regulatory-submissions](analysis/regulatory-submissions/) | 2.0.0 | Audit a pharmaceutical regulatory submission system -- evaluate eCTD backbone assembly and XML validation, CTD module completeness (Modules 1-5), FDA ESG and EMA CESP gateway... | | [rehab-scheduling](analysis/rehab-scheduling/) | 2.0.0 | Audit a rehabilitation scheduling system -- evaluate therapist productivity and utilization rates, PTA/COTA supervision compliance, patient flow and no-show management, equipment... | | [rehab-therapy](analysis/rehab-therapy/) | 2.0.0 | Audit a rehabilitation or physical therapy platform end-to-end -- evaluate recovery metrics tracking (ROM, strength, balance, gait), patient-reported outcomes (DASH, LEFS, NDI,... | | [rent-burden](analysis/rent-burden/) | 2.0.0 | Audit a housing affordability system -- evaluate rent burden calculation accuracy (30% and 50% thresholds), area median income modeling with HUD Income Limits and family size... | | [research-data-management](analysis/research-data-management/) | 2.0.0 | Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data... | | [resource-estimation](analysis/resource-estimation/) | 2.0.0 | Audit a mineral resource estimation system -- evaluate drillhole database integrity and QA/QC (CRMs, blanks, duplicates, umpire checks), geological and domain modeling quality,... | | [resume-optimizer](analysis/resume-optimizer/) | 2.0.0 | Audit a resume builder or optimization tool for ATS compatibility, keyword matching accuracy, formatting standards, achievement quantification, skill extraction, and... | | [retirement-optimizer](analysis/retirement-optimizer/) | 2.0.0 | Audit retirement planning software for projection model accuracy, asset allocation by age, Social Security optimization, tax-advantaged account strategy, withdrawal sequencing... | | [returns-optimization](analysis/returns-optimization/) | 2.0.0 | Audit e-commerce and retail product return systems for return rate reduction strategies, reverse logistics efficiency, refurbishment routing, fraud detection in returns, and... | | [revenue-management](analysis/revenue-management/) | 2.0.0 | Audit dynamic pricing and revenue management systems for hotels, airlines, and hospitality including inventory controls, overbooking optimization, channel management, competitive... | | [rights-explainer](analysis/rights-explainer/) | 2.0.0 | Audit legal information systems that explain rights to the public, evaluating plain-language accuracy, jurisdiction-specific content correctness, reading level appropriateness... | | [rights-management](analysis/rights-management/) | 2.0.0 | Audit content licensing and rights management systems for territory and window tracking, royalty calculation accuracy, rights clearance workflows, and contract compliance across... | | [risk-simulation](analysis/risk-simulation/) | 2.0.0 | Audit risk simulation and decision support systems for Monte Carlo modeling quality, wargaming analysis, threat assessment, mission planning support, and course-of-action decision... | | [route-optimizer](analysis/route-optimizer/) | 2.0.0 | Audit routing and delivery optimization software for algorithm quality, constraint handling, real-time traffic adaptation, multi-modal transport support, and cost modeling... | | [rural-health](analysis/rural-health/) | 2.0.0 | Audit rural health network software for telehealth readiness, provider coverage mapping, patient transportation coordination, referral network optimization, Critical Access... | | [safety-compliance](analysis/safety-compliance/) | 2.0.0 | Audit workplace safety compliance systems for OSHA regulatory gap analysis, inspection readiness assessment, permit-to-work management, lockout/tagout program compliance, confined... | | [safety-training](analysis/safety-training/) | 2.0.0 | Audit OSHA training compliance, certification expirations, competency tracking, and LMS integration. Use when you need to evaluate safety training programs, check ANSI Z490.1... | | [sales-readiness](analysis/sales-readiness/) | 2.0.0 | Audit whether a product is ready for enterprise sales. Use when you need to assess SSO/SAML/SCIM support, RBAC maturity, multi-tenancy data isolation, audit logging coverage,... | | [seo](analysis/seo/) | 2.0.0 | — a Claude Code skill for automating seo workflows. | | [service-triage](analysis/service-triage/) | 2.0.0 | Audit customer service triage systems for ticket routing, classification, and SLA compliance. Use when you need to evaluate ticket auto-classification accuracy, priority scoring... | | [setback-predictor](analysis/setback-predictor/) | 2.0.0 | Audit rehabilitation setback prediction systems for clinical risk modeling and early intervention. Use when you need to evaluate risk factor models (Charlson, Elixhauser), early... | | [shipping-cost](analysis/shipping-cost/) | 2.0.0 | Audit shipping costs and identify savings across carriers, zones, and modes. Use when you need to compare UPS/FedEx/USPS/DHL rates, analyze zone-skip and zone-reduction... | | [skill-gap](analysis/skill-gap/) | 2.0.0 | Audit workforce skill gap identification systems and labor market alignment. Use when you need to evaluate skill taxonomy quality, individual and aggregate gap analysis accuracy,... | | [skills-list](analysis/skills-list/) | 4.1.0 | Displays the full skills catalog with descriptions, autonomous build chains, recommended pipelines, and parallelization rules. | | [sku-optimization](analysis/sku-optimization/) | 2.0.0 | Audit SKU portfolio health and identify rationalization opportunities. Use when you need to evaluate assortment planning strategy, ABC/Pareto long-tail analysis, store clustering... | | [spending-behavior](analysis/spending-behavior/) | 2.0.0 | Audit personal finance and budgeting app spending intelligence features. Use when you need to evaluate transaction categorization accuracy (MCC mapping, ML classification,... | | [staff-scheduling](analysis/staff-scheduling/) | 2.0.0 | Audit workforce scheduling systems for labor optimization and compliance. Use when you need to evaluate labor demand forecasting accuracy, shift generation and optimization... | | [student-personalization](analysis/student-personalization/) | 2.0.0 | Audit adaptive learning and student personalization systems for pedagogical quality. Use when you need to evaluate learning path algorithms (branching, remediation, acceleration),... | | [studio-operations](analysis/studio-operations/) | 2.0.0 | Audit a media production studio or post-production facility. Analyzes facility scheduling and utilization, equipment lifecycle tracking, editorial and VFX pipelines, color grading... | | [supply-chain-risk](analysis/supply-chain-risk/) | 2.0.0 | Assess supply chain risk exposure and resilience posture. Analyzes supplier dependency mapping (Tier 1/2/3), geographic concentration risk, single-source vulnerability, disruption... | | [survey-analysis](analysis/survey-analysis/) | 2.0.0 | Evaluate survey data pipelines and research methodology. Analyzes response bias detection (speeders, straight-liners, bots), statistical significance testing (t-test, chi-square,... | | [sustainability-metrics](analysis/sustainability-metrics/) | 2.0.0 | Audit ESG reporting software and sustainability metric accuracy. Analyzes Environmental (Scope 1/2/3 emissions, water, waste, biodiversity), Social (workforce diversity, pay... | | [tax-compliance](analysis/tax-compliance/) | 2.0.0 | Audit corporate tax compliance systems across jurisdictions. Analyzes tax engine configuration (Avalara, Vertex, ONESOURCE), nexus determination and Wayfair economic nexus... | | [teacher-workload](analysis/teacher-workload/) | 2.0.0 | Evaluate edtech tools for their real impact on teacher time and administrative burden. Analyzes grading automation (auto-scoring, rubric-based feedback, batch workflows), lesson... | | [tech-debt](analysis/tech-debt/) | 2.0.0 | Inventory and prioritize all technical debt in a codebase. Scans for TODO/FIXME/HACK markers and stale comments, outdated and deprecated dependencies with CVE detection,... | | [technician-productivity](analysis/technician-productivity/) | 2.0.0 | Analyze field service technician productivity and workforce efficiency. Evaluates wrench time utilization rates (benchmark 55-65%), travel time optimization, first-time fix rate... | | [therapy-outcomes](analysis/therapy-outcomes/) | 2.0.0 | Evaluate therapy outcome measurement systems for rehabilitation and physical therapy. Analyzes functional improvement scoring (MCID, MDC, risk-adjusted residuals), treatment... | | [therapy-personalization](analysis/therapy-personalization/) | 2.0.0 | Evaluate physical therapy personalization and adaptive treatment systems. Analyzes exercise recommendation algorithms (rules-based, collaborative filtering, protocol-driven),... | | [threat-triage](analysis/threat-triage/) | 2.0.0 | Analyze cybersecurity threat intelligence, triage security alerts, classify IOCs, map attacks to MITRE ATT&CK kill chain, reduce false positives, and attribute threat actors.... | | [training-path](analysis/training-path/) | 2.0.0 | Analyze learning management and training pathway systems for prerequisite mapping, competency-based progression, adaptive sequencing, and credential stacking. Evaluates LMS... | | [travel-operations](analysis/travel-operations/) | 2.0.0 | Analyze airline, airport, cruise, and tour operator systems for ground handling efficiency, aircraft turnaround optimization, disruption management, and GDS integration. Covers... | | [treatment-outcome](analysis/treatment-outcome/) | 2.0.0 | Analyze behavioral health outcome tracking systems for clinical measurement validity, treatment effectiveness, and provider performance comparison. Evaluates PHQ-9, GAD-7, PCL-5,... | | [underwriting-analysis](analysis/underwriting-analysis/) | 2.0.0 | Analyze insurance underwriting systems for risk assessment accuracy, pricing adequacy, and portfolio exposure management. Evaluates predictive models (GLM, GBM), rating... | | [unit-economics](analysis/unit-economics/) | 2.0.0 | Analyze franchise and multi-location unit economics including per-location P&L construction, four-wall EBITDA margins, prime cost optimization, contribution margin analysis,... | | [vehicle-routing](analysis/vehicle-routing/) | 2.0.0 | Analyze vehicle routing and fleet optimization systems for route planning algorithms, multi-stop sequencing, time window constraints, and last-mile delivery performance. Evaluates... | | [vendor-coordination](analysis/vendor-coordination/) | 2.0.0 | Analyze vendor and contractor coordination systems for performance scoring, competitive bid evaluation, SLA compliance tracking, and vendor risk assessment. Covers scorecard... | | [vendor-management](analysis/vendor-management/) | 2.0.0 | Analyze vendor management systems for performance scorecards, third-party risk assessment, SLA enforcement, vendor rationalization, and relationship governance. Evaluates vendor... | | [volunteer-coordination](analysis/volunteer-coordination/) | 2.0.0 | Analyze volunteer management platforms for skill-based matching algorithms, shift scheduling optimization, availability tracking, and retention analysis. Evaluates training... | | [warehouse-flow](analysis/warehouse-flow/) | 2.0.0 | Audit warehouse flow design and material movement -- evaluate pick path optimization algorithms, ABC velocity-based slotting compliance, zone configuration and boundary balancing,... | | [warehouse-ops](analysis/warehouse-ops/) | 2.0.0 | Audit warehouse management system operations -- evaluate WMS platform architecture (Manhattan, Blue Yonder, SAP EWM, Korber, Infor), inbound receiving and ASN processing, putaway... | | [workplace-risk-scoring](analysis/workplace-risk-scoring/) | 2.0.0 | Audit workplace risk scoring systems and occupational safety programs -- evaluate job hazard analysis (JHA/JSA) methodology and task-level hazard identification, risk matrix... | | [yield-prediction](analysis/yield-prediction/) | 2.0.0 | Audit pharmaceutical yield prediction systems and process analytical technology -- evaluate critical process parameter (CPP) to critical quality attribute (CQA) relationships,... | ### productivity -- Developer Experience (9 skills) | Skill | Version | Description | | -------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [ci-health](productivity/ci-health/) | 1.0.0 | Monitor and maintain CI runner health — check disk space, clear stale caches (Flutter, Gradle, npm, Docker), prune old worktrees, and report status. Prevents cache corruption... | | [daily-standup](productivity/daily-standup/) | 1 | >- | | [devcontainer](productivity/devcontainer/) | 2.0.0 | Generate a dev container for my project — auto-detect language, framework, and services like PostgreSQL or Redis, create devcontainer.json with VS Code extensions, port... | | [dx](productivity/dx/) | 2.0.0 | Audit developer experience and generate a DX health score. Evaluates devcontainer, git hooks, linting, build caching, environment setup, and release pipeline. Use when you want to... | | [env-setup](productivity/env-setup/) | 2.0.0 | Bootstrap a project from zero to working dev environment. Detects runtime versions, installs dependencies, creates .env from templates, starts Docker services, runs database... | | [git-hooks](productivity/git-hooks/) | 2.0.0 | Set up pre-commit hooks for linting, formatting, and type-checking with commit message enforcement using conventional commits. Auto-detects stack and configures husky, lefthook,... | | [linter](productivity/linter/) | 2.0.0 | Configure linting, formatting, and editor integration for any stack. Sets up ESLint 9 or Biome for JS/TS, Ruff for Python, golangci-lint for Go, Clippy for Rust, RuboCop for Ruby,... | | [monorepo](productivity/monorepo/) | 2.0.0 | Set up or migrate to a monorepo with Turborepo, Nx, or pnpm workspaces. Scaffolds apps and packages directory structure, configures task pipeline with dependency graph, enables... | | [release](productivity/release/) | 2.0.0 | Set up automated releases with semantic versioning, changelog generation, and package publishing. Configures semantic-release, changesets, release-please, goreleaser, or... | ### integration -- Third-Party Service Connectors (13 skills) | Skill | Version | Description | | ----------------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [analytics-tracking](integration/analytics-tracking/) | 2.0.0 | Set up production-ready event tracking with Amplitude, Mixpanel, PostHog, or GA4. Auto-detects your framework (React, Next.js, Vue, Flutter, Angular, Python, Go, Rails), installs... | | [auth-provider](integration/auth-provider/) | 2.0.0 | Set up complete OAuth/SSO authentication with Google, GitHub, Apple, or SAML providers. Auto-detects your framework and configures the best auth library (NextAuth, Passport,... | | [email](integration/email/) | 2.0.0 | Add transactional email to my app — set up Resend, SendGrid, SES, Postmark, or Mailgun with HTML templates for welcome, password reset, and notification emails, delivery webhooks,... | | [integrate](integration/integrate/) | 2.0.0 | Audit my project's third-party integrations or set up multiple at once — scans for payments, auth, email, push, analytics, storage, search, and realtime, calculates a... | | [perplexity-search](integration/perplexity-search/) | 1.0.0 | AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and... | | [push-notifications](integration/push-notifications/) | 2.0.0 | Add push notifications to my app — set up FCM, APNs, or OneSignal for Flutter, React Native, Expo, or web with permission flows, foreground and background handlers, notification... | | [realtime](integration/realtime/) | 2.0.0 | Add realtime features to my app — set up WebSockets or SSE with Socket.io, Pusher, Ably, Supabase Realtime, or Firebase using channels, presence tracking, typing indicators,... | | [search](integration/search/) | 2.0.0 | Add full-text search to my app — set up Algolia, Meilisearch, Typesense, or Elasticsearch with index configuration, typo tolerance, faceted filtering, real-time sync from database... | | [stitch-bridge](integration/stitch-bridge/) | 1.0.0 | >- | | [stitch-compare](integration/stitch-compare/) | 1.0.0 | >- | | [stitch-explore](integration/stitch-explore/) | 1.0.0 | >- | | [storage](integration/storage/) | 2.0.0 | Add file uploads and object storage to my app — set up AWS S3, Google Cloud Storage, Cloudflare R2, or Supabase Storage with presigned URLs, direct browser uploads, multipart... | | [stripe](integration/stripe/) | 2.0.0 | Add Stripe payments to my app — set up checkout sessions, payment intents, webhook handling with signature verification, subscription billing with plan management, customer... | ### combo -- Multi-Skill Chains (34 skills) | Skill | Version | Description | | ----------------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [cleanup-sprint](combo/cleanup-sprint/) | 3.0.0 | Deep codebase cleanup — kills dead code, fixes all lint/format warnings, removes orphaned files, cleans stale TODOs, strips security hazards, tightens TypeScript strict mode, and... | | [compliance-gate](combo/compliance-gate/) | 2.0.0 | Runs a 4-phase compliance pipeline: security scan, GDPR audit, dependency vulnerability check, and penetration test, producing a unified pass/fail compliance report. Triggers on:... | | [compliance-suite](combo/compliance-suite/) | 2.0.0 | Runs a 5-phase enterprise compliance and security hardening pipeline: regulatory review, GDPR audit, SOC 2 evaluation, dependency scan, and penetration test with cross-framework... | | [data-pipeline](combo/data-pipeline/) | 2.0.0 | Build a production-ready data API from scratch: scaffold REST endpoints with models and validation, generate integration tests that verify every route, then load test for... | | [design-overhaul](combo/design-overhaul/) | 2.1.0 | Complete autonomous design overhaul — tears down dated patterns and rebuilds with modern CSS, proper tokens, purposeful motion, and production-grade quality. The nuclear option... | | [design-pipeline](combo/design-pipeline/) | 1.0.0 | Full autonomous design pipeline — Ralph Wiggum builds it, then the safety net polishes it. Chains: design-setup → design-build → (design-audit ∥ design-optimize) → design-polish →... | | [design-to-code](combo/design-to-code/) | 2.0.0 | Turn a design into production-quality frontend code: extract a design system with tokens and components, make layouts responsive across breakpoints, add dark mode with... | | [education-suite](combo/education-suite/) | 2.0.0 | Comprehensive K-12 or higher-ed system analysis: predict student dropout risk with early warning indicators, optimize curriculum alignment and pacing, personalize learning paths... | | [fintech-launch](combo/fintech-launch/) | 2.0.0 | Pre-launch compliance and security gate for fintech apps: audit PCI DSS payment card handling, review financial API integrations for idempotency and error handling, evaluate fraud... | | [fix-and-ship](combo/fix-and-ship/) | 2.0.0 | Emergency fix-and-deploy pipeline — diagnose a bug, apply a minimal fix, verify safety, deploy to production, and confirm the service is healthy. Supports Vercel, AWS, Railway,... | | [full-deploy](combo/full-deploy/) | 2.0.0 | Ship an app from code to production-ready infrastructure: containerize with Docker and multi-stage builds, set up GitHub Actions CI/CD with automated testing and deployment, add... | | [game-design-audit](combo/game-design-audit/) | 2.0.0 | Deep game design health assessment across five dimensions: review core loop and progression systems, analyze in-game economy for inflation and sink/source balance, mathematically... | | [game-launch](combo/game-launch/) | 2.0.0 | Pre-launch quality gate for games: audit rendering and memory performance against platform budgets, run QA for crash-causing defects and platform certification blockers, review... | | [healthcare-audit](combo/healthcare-audit/) | 2.0.0 | Comprehensive healthcare system compliance and security audit: review HIPAA Privacy and Security Rule adherence, check HITECH and 21st Century Cures Act obligations, validate... | | [housing-audit](combo/housing-audit/) | 2.0.0 | End-to-end affordable housing compliance and risk audit: analyze property management and waitlist operations, predict eviction risk with early warning models, review Fair Housing... | | [impact-org](combo/impact-org/) | 2.0.0 | Full nonprofit operational health analysis: validate impact measurement methodology and theory of change, optimize fundraising channels and campaign ROI, audit grant management... | | [investor-ready](combo/investor-ready/) | 2.0.0 | Prepare for fundraising due diligence — runs CTO, CFO, CPO, sales, and codebase health reviews to produce a consolidated investor brief with scorecard, red flags, and strengths.... | | [launch-readiness](combo/launch-readiness/) | 2.0.0 | Run a full pre-launch quality gate before shipping — chains product review, growth audit, UX audit, security scan, and deployment preflight into a go/no-go launch decision. Stops... | | [logistics-optimize](combo/logistics-optimize/) | 2.0.0 | Optimize and stress-test a logistics system end-to-end — chains route optimization, warehouse operations review, inventory demand forecasting, supply chain risk analysis, and... | | [marketing-refresh](combo/marketing-refresh/) | 1.0.0 | Autonomous competitive analysis and feature discovery pipeline. Runs /compete and /new-features on each project, produces actionable market positioning insights. Schedule daily or... | | [mobile-launch](combo/mobile-launch/) | 2.0.0 | Run a complete mobile app pre-launch verification — chains performance audit, QA testing, OWASP mobile security review, App Store and Play Store compliance checks, and store... | | [mobile-publish](combo/mobile-publish/) | 2.0.0 | Set up a complete mobile publishing pipeline — chains CI/CD workflow generation, iOS App Store publishing via Fastlane, Google Play Store publishing, and analytics verification... | | [mvp-spec](combo/mvp-spec/) | 2.0.0 | Chains /mvp → /spec — analyzes an app from video/screenshots/description, then generates implementation stories. Triggers: analyze and spec, product analysis to stories, app... | | [polish](combo/polish/) | 2.0.0 | Full quality pass -- chains parallel UX + scalability audit, then QA verification, then consistency gate. Fixes everything it finds. Works with any stack. | | [public-services-audit](combo/public-services-audit/) | 2.0.0 | Audit a government or public services system for compliance, fraud risk, and security — chains benefits processing review, fraud detection analysis, regulatory compliance check... | | [research](combo/research/) | 2.0.0 | Full-spectrum product research pipeline. Runs competitive analysis, technology trend scouting, user feedback analysis, and feature ideation. Trigger on: research, competitive... | | [retro](combo/retro/) | 2.0.0 | Run a full retrospective and dev cycle analysis. Chains /recall → /new-features to reconstruct what went wrong, extract lessons learned, identify rework patterns, and synthesize... | | [review-implement](combo/review-implement/) | 2.0.0 | Review then build — chains architecture review into implementation. Accepts any spec format (ticket, PRD, engineering spec, feature description, screenshot) and autonomously... | | [secure-ship](combo/secure-ship/) | 2.0.0 | Build and ship features with security baked in — runs OWASP Top 10 pre-scan, builds and ships with /ship, validates with post-build security review, then penetration tests the... | | [ship-pipeline](combo/ship-pipeline/) | 3.0.0 | Full-stack app pipeline — build, test, review, and deploy across one or ALL repos. Scans CLAUDE.md, MEMORY.md, TODOs, open PRs, and issues for shippable work. Supports 'ship all'... | | [spec](combo/spec/) | 2.0.0 | Chains /mvp → /backend-spec — analyzes an app from video/screenshots/description, then generates implementation stories from the analysis. | | [stitch-pipeline](combo/stitch-pipeline/) | 1.0.0 | >- | | [story](combo/story/) | 2.0.0 | Full story lifecycle — review, implement, and PR. Takes a story from architecture review through implementation to pull request creation. | | [tech-debt-sprint](combo/tech-debt-sprint/) | 2.0.0 | Run a focused tech debt reduction sprint — inventories all technical debt (TODOs, outdated deps, missing tests, god objects), fixes code smells, removes dead code, then hardens... | ### meta -- Skills About Skills (13 skills) | Skill | Version | Description | | ------------------------------------------ | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [bootstrap](meta/bootstrap/) | 4.1.0 | Scaffolds a new project from a saved template with CLAUDE.md, initial memory, recommended pipeline, known pitfalls, and foundation validation. | | [broadcast](meta/broadcast/) | 1.0.0 | Apply the same change across multiple repos simultaneously using parallel agent teams. Creates worktrees, applies changes, runs tests, commits, and creates PRs. For cross-repo... | | [evolve](meta/evolve/) | 2.0.0 | Self-improving skill system. Reads /recall and /metrics output, identifies which skills need patching based on rework patterns and regression data, generates additive patches, and... | | [extract-template](meta/extract-template/) | 2.0.0 | Extracts a reusable project template from a mature project — captures architecture, pipeline, conventions, CI/CD, Docker, testing, linting, and pitfalls into a portable template.... | | [load-context](meta/load-context/) | 2.0.0 | Load a saved conversation context to resume previous work. Supports local files, git repos, and URLs. Triggered by 'load context', 'resume previous work', 'pick up where I left... | | [promote](meta/promote/) | 2.0.0 | Cross-project pattern detection — discovers recurring conventions, rework patterns, and pipeline patterns across all projects, de-duplicates against existing global conventions,... | | [publish-skill](meta/publish-skill/) | 1.0.0 | Publish a locally installed skill to the skills-hub registry and sync it to the production platform. Use when: 'publish skill X', 'push skill to hub', 'add skill to registry',... | | [registry-sync](meta/registry-sync/) | 2.0.0 | Validate the entire skills registry — scan all SKILL.md files for frontmatter correctness, check category READMEs are current, detect duplicate skill names, find broken... | | [save-context](meta/save-context/) | 2.0.0 | Save the current conversation context as a reloadable snapshot. Triggered by 'save context', 'save session', 'bookmark this', 'save progress', 'snapshot conversation', 'save my... | | [skill-creator](meta/skill-creator/) | 2.0.0 | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run... | | [skill-test](meta/skill-test/) | 2.0.0 | Test a skill's quality before publishing — validate SKILL.md frontmatter schema, check instruction structure for phases and guardrails, score against the marketplace rubric out of... | | [skillify](meta/skillify/) | 1.1.0 | Create a reusable, self-healing, self-evolving global skill — either from the current conversation context OR from a plain-language description of a workflow. Triggers on: 'turn... | | [tend](meta/tend/) | 1.2.0 | Automated app improvement cycles. Assesses each app's health, prioritizes by staleness and debt, consumes recall/metrics/evolve findings from cron, then runs targeted fix... | ### education -- Learning & Onboarding (8 skills) | Skill | Version | Description | | --------------------------------------------------- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [claude-code-101](education/claude-code-101/) | 1 | Interactive tutorial teaching Claude Code fundamentals -- file ops, git, testing, context management, and advanced patterns. Use when: 'teach me claude code', 'how do I use claude... | | [course-builder](education/course-builder/) | 1 | Generate complete self-paced course content — modules, exercises, projects, and assessments from a topic description | | [getting-started](education/getting-started/) | 1.0.0 | Interactive onboarding — detects your project, recommends skills, and walks you through your first install | | [prompt-engineering](education/prompt-engineering/) | 1 | Learn effective AI prompting through practice -- good vs bad prompts, context management, the STAR framework, and advanced techniques | | [quickstart](education/quickstart/) | 1.0.0 | >- | | [skill-writer](education/skill-writer/) | 1 | Learn to build and publish your own AI agent skills -- from idea to published on skills-hub.ai | | [workflow-builder](education/workflow-builder/) | 1 | Map your goal to a multi-skill workflow -- suggests Combo chains, generates custom pipelines, and explains each step | | [workshop-generator](education/workshop-generator/) | 1 | Generate complete workshop materials for teaching AI skills -- outlines, exercises, slides, and facilitator guides. | ### spec -- Specification Authoring (1 skills) | Skill | Version | Description | | -------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | [design-spec](spec/design-spec/) | 1.0.0 | Lock down design decisions before implementation — app name, terminology, design tokens, screen inventory, data models, and microcopy. Outputs a design-spec.md that other skills... | ## Industry Verticals Skills covering domain-specific regulations, workflows, and compliance across 40 industries: | Industry | Skills | Key Regulations/Standards | | ------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------- | | Healthcare | healthcare-compliance, hipaa, clinical-data-review, healthcare-ops, healthcare-api, medical-billing, patient-engagement | HIPAA, HITECH, HL7 FHIR, ICD-10/CPT | | Finance | credit-risk, fraud-detection, pci-dss, financial-compliance, portfolio-optimizer, fintech-api, insurance-claims | PCI DSS v4.0, KYC/AML, SOX, BSA, Reg E | | Logistics & Supply Chain | route-optimizer, inventory-forecast, supply-chain-risk, warehouse-ops, procurement-review | EDI, TSP/VRP, WMS, demand planning | | Construction & Real Estate | cost-overrun-predictor, property-roi, lease-optimizer, permit-compliance, real-estate-market | ASC 842/IFRS 16, building codes, EVM | | Manufacturing | predictive-maintenance, production-optimizer, defect-detection, energy-efficiency, manufacturing-compliance | ISO 9001/13485/14001, FDA 21 CFR Part 11, GMP, OSHA | | Legal | contract-risk, litigation-predictor, legal-discovery, regulatory-compliance | TAR, e-discovery, RBAC/ABAC, audit trails | | Energy & Utilities | load-forecast, grid-optimizer, commodity-pricing, energy-compliance | NERC CIP, FERC, EPA, ISO 50001, 49 CFR 192/195 | | Gaming | game-design-review, game-economy, game-performance, player-analytics, game-monetization, level-design, game-ai, narrative-design, game-code-review, game-accessibility, multiplayer-review, game-qa, balance-test, game-security, game-ux, unity-scaffold, unreal-scaffold, godot-scaffold, web-game | Unity, Unreal, Godot, CVAA, Xbox XAGs | | Mobile | ios-app, android-app, cross-platform-app, app-store-publish, play-store-publish, mobile-ci-cd, ota-updates, app-store-optimization, mobile-performance, mobile-analytics, mobile-ux-patterns, mobile-monetization, app-size-optimizer, mobile-security-review, store-compliance, mobile-test, device-matrix, mobile-qa | App Store Guidelines, Play Store Policy, OWASP Mobile, StoreKit 2, Play Billing | | Biotech & Life Sciences | lab-automation, research-data-management, experiment-tracking, drug-discovery-ops, regulatory-submissions | GAMP 5, 21 CFR Part 11, ICH, eCTD, FAIR | | Insurance | underwriting-analysis, actuarial-modeling, catastrophe-modeling, claims-workflow | NAIC, Solvency II, ACORD, AM Best, SOA | | Retail & E-commerce | inventory-allocation, sku-optimization, dynamic-pricing, returns-optimization, merchandising-analytics | GS1, RFID, Robinson-Patman, CPFR | | Media & Entertainment | production-budgeting, rights-management, content-performance, ad-yield-optimization, studio-operations | AICP, SAG-AFTRA, DDEX, IAB, SMPTE | | Travel & Hospitality | revenue-management, staff-scheduling, demand-forecasting, travel-operations, service-triage | IATA, ICAO, HEDNA, FLSA, ITIL | | Facilities & Property Mgmt | maintenance-scheduling, vendor-coordination, facilities-energy, lease-compliance, asset-lifecycle | ASHRAE, BOMA, ENERGY STAR, LEED, IFMA | | Accounting & Tax | bookkeeping-automation, audit-support, tax-compliance, reconciliation | GAAP, PCAOB, SOX, IRC, OECD BEPS | | Research & Academia | grant-management, funding-allocation, peer-review-ops, lab-management | 2 CFR 200, NSF, NIH, COPE, OSHA lab | | Fleet & Transportation | vehicle-routing, fleet-maintenance, fuel-optimization, fleet-safety | FMCSA, DOT, ELD, IFTA, EPA SmartWay | | Corporate Operations | procurement-analysis, vendor-management, compliance-ops, hr-ops, budget-allocation | CIPS, COSO, ISO 37301, SHRM, FP&A | | Textiles & Apparel | production-scheduling, material-forecasting, ethical-sourcing, apparel-demand | WRAP, SA8000, OEKO-TEX, Higg Index | | Pharma Manufacturing | batch-optimization, pharma-compliance, yield-prediction, pharma-quality-control | cGMP, ICH Q7-Q14, 21 CFR 210/211, USP | | Cybersecurity Operations | threat-triage, alert-prioritization, incident-response, cyber-risk-modeling | MITRE ATT&CK, NIST CSF, FAIR, STIX/TAXII | | Defense & Aerospace | defense-supply-chain, defense-maintenance, defense-budget, risk-simulation | DFARS, ITAR, CMMC, MIL-STD, DoD 5000 | | Franchise Operations | unit-economics, franchise-benchmarking, franchise-inventory, expansion-modeling | FDD, IFA, Huff Model, COGS management | | Mining & Natural Resources | mining-maintenance, mining-safety, extraction-optimization, resource-estimation | MSHA, JORC, NI 43-101, ISO 17359 | | Packaging & Distribution | box-optimization, shipping-cost, warehouse-flow, damage-prediction | ISTA, ASTM D4169, NMFC, DIM weight | | Skilled Trades & Field Services | job-dispatch, parts-inventory, technician-productivity, quote-automation | FSM, RSMeans, Croston's method, VRP | | Occupational Health & Safety | incident-tracking, workplace-risk-scoring, safety-compliance, safety-training | OSHA 29 CFR, ISO 45001, ANSI Z10, NFPA 70E | | Behavioral Economics | survey-analysis, pricing-sensitivity, behavioral-segmentation, consumer-modeling | Van Westendorp, FAIR, RFM, CLV models | ## Social Impact Sectors Skills for high-impact domains focused on human welfare, equity, and public good: | Sector | Skills | Focus Areas | | ----------------------------- | ---------------------------------------------------------------------------------------------------------- | --------------------------------------------------------- | | Healthcare (Beyond Hospitals) | mental-health-clinic, elder-care-ops, rural-health, disability-services, rehab-therapy, care-burnout-audit | Burnout reduction, care access, scheduling, risk flagging | | Education | dropout-risk, curriculum-optimizer, student-personalization, teacher-workload, school-ops | K-12, higher ed, personalization, IDEA/Title I | | Government & Public Services | benefits-processing, public-resource-allocation, emergency-response, government-compliance, benefits-fraud | FedRAMP, Section 508, FISMA, FOIA | | Housing & Affordable Housing | affordable-housing, rent-burden, eviction-risk, housing-compliance | Fair Housing, HUD, LIHTC, Section 8 | | Agriculture & Food Systems | crop-yield, food-waste, climate-risk-agriculture | Precision ag, food security, climate adaptation | | Climate & Sustainability | carbon-accounting, disaster-prediction, sustainability-metrics, environmental-compliance | GHG Protocol, CDP, TCFD, SDGs, EPA | | Legal Aid & Public Defense | legal-aid, case-outcome-predictor, rights-explainer | Access to justice, bias detection, plain language | | Nonprofits & NGOs | fundraising-optimizer, grant-writer, impact-measurement, donor-retention | Impact measurement, grant management, donor CRM | | Emergency & Crisis Services | crisis-triage, volunteer-coordination, emergency-resource | 911 dispatch, resource deployment, mutual aid | | Elder Care & Caregiving | fall-risk, medication-adherence, caregiver-coordination | Wearable sensors, medication management, burnout | | Mental Health & Behavioral | crisis-risk-monitor, treatment-outcome, care-plan-optimizer, therapist-documentation | PHQ-9/GAD-7, crisis protocols, HIPAA | | Financial Literacy | debt-payoff, spending-behavior, retirement-optimizer | Payoff strategies, Monte Carlo, Social Security | | Workforce Development | skill-gap, resume-optimizer, training-path, employer-matching | O\*NET, ATS, competency-based, bias detection | | Rehabilitation | recovery-metrics, therapy-personalization, setback-predictor | FIM/Barthel, exercise personalization, readmission | ### Industry & Social Impact Pipelines ``` /healthcare-audit (runs: /hipaa → /clinical-data-review → /healthcare-compliance → /security-review) /fintech-launch (runs: /pci-dss → /fintech-api → /fraud-detection → /credit-risk → /preflight) /logistics-optimize (runs: /route-optimizer → /warehouse-ops → /inventory-forecast → /supply-chain-risk → /load-test) /compliance-suite (runs: /regulatory-compliance → /gdpr → /soc2 → /dependency-scan → /pentest) /game-launch (runs: /game-performance → /game-qa → /game-accessibility → /game-security → /game-ux) /game-design-audit (runs: /game-design-review → /game-economy → /balance-test → /player-analytics → /game-monetization) /mobile-launch (runs: /mobile-performance → /mobile-qa → /mobile-security-review → /store-compliance → /app-store-optimization) /mobile-publish (runs: /mobile-ci-cd → /app-store-publish → /play-store-publish → /mobile-analytics) /public-services-audit (runs: /benefits-processing → /benefits-fraud → /government-compliance → /security-review) /education-suite (runs: /dropout-risk → /curriculum-optimizer → /student-personalization → /school-ops) /housing-audit (runs: /affordable-housing → /eviction-risk → /housing-compliance → /rent-burden) /impact-org (runs: /impact-measurement → /fundraising-optimizer → /grant-writer → /donor-retention) ``` ## Recommended Pipelines ### New Project ``` /bootstrap → /research → /spec → /build → /polish ``` ### Feature Development ``` /backend-spec → /arch-review → /story-implementer → /qa ``` ### Fast Iteration ``` /ship [task] → /qa → /analyze ``` ### Quality Gate ``` /polish (runs: /ux ∥ /scale-audit → /qa → /analyze) ``` ### Full Test Coverage ``` /test-suite (scans gaps, routes to unit/e2e/integration/load/contract/a11y/visual) ``` ### Security Hardening ``` /secure-ship (runs: /owasp → /ship → /security-review → /pentest) ``` ### Compliance Audit ``` /compliance-gate (runs: /secure → /gdpr → /dependency-scan → /pentest) ``` ### Deploy Pipeline ``` /full-deploy (runs: /docker → /github-actions → /monitoring → /preflight) ``` ### Tech Debt Paydown ``` /tech-debt-sprint (runs: /tech-debt → /code-smell → /dead-code → /iterate-review) ``` ### Executive Review ``` /cto-review → /cfo-review → /cpo-review ``` ### Launch Readiness ``` /launch-readiness (runs: /cpo-review → /growth-audit → /ux → /secure → /preflight) ``` ### Investor Due Diligence ``` /investor-ready (runs: /cto-review → /cfo-review → /cpo-review → /sales-readiness → /codebase-health) ``` ### Design Implementation ``` /design-pipeline (runs: /design-setup → /design-build → /design-audit → /design-polish) ``` ### Design Overhaul ``` /design-overhaul (runs: /design-audit → /design-simplify → /design-tokens → /design-adapt → /design-polish) ``` ### Retrospective ``` /recall → /metrics → /evolve ``` ## Skill Dependency Graph ``` /build (orchestrator) ├── /mvp ├── /backend-spec ├── /arch-review (parallel) ├── /story-implementer (parallel) ├── /ux ∥ /manual-test-plan ├── /qa └── /analyze /ship (fast build) ├── pre-build validation ├── /analyze (iteration 3) └── /readme /iterate (iterative build) ├── pre-build validation ├── /analyze (iterations 2, final) └── /readme /test-suite (test orchestrator) ├── coverage scan ├── /unit-test ├── /e2e ├── /integration-test ├── /load-test ├── /contract-test ├── /accessibility-test └── /visual-regression /secure (security orchestrator) ├── /owasp ├── /pentest ├── /gdpr ├── /soc2 ├── /encryption └── /dependency-scan /document (docs orchestrator) ├── /readme ├── /api-docs ├── /adr ├── /changelog ├── /diagram ├── /onboarding └── /runbook /devops (deploy orchestrator) ├── /docker ├── /github-actions ├── /k8s ├── /terraform ├── /monitoring └── /secrets /integrate (integration orchestrator) ├── /auth-provider ├── /stripe ├── /email ├── /push-notifications ├── /search ├── /storage ├── /realtime └── /analytics-tracking /dx (productivity orchestrator) ├── /devcontainer ├── /env-setup ├── /git-hooks ├── /linter ├── /monorepo └── /release /polish (quality combo) ├── /ux (parallel track A) ├── /scale-audit (parallel track B) ├── /qa └── /analyze /qa (testing) └── /analyze (phase 4) /launch-readiness (launch combo) ├── /cpo-review ├── /growth-audit ├── /ux ├── /secure └── /preflight /investor-ready (investor combo) ├── /cto-review ├── /cfo-review ├── /cpo-review ├── /sales-readiness └── /codebase-health /design-pipeline (design combo) ├── /design-setup ├── /design-build ├── /design-audit └── /design-polish /design-overhaul (design combo) ├── /design-audit ├── /design-simplify ├── /design-tokens ├── /design-adapt └── /design-polish /evolve (meta) └── reads /recall + /metrics output ``` ## SKILL.md Format Every skill uses the skills-hub.ai marketplace format: ```yaml --- name: my-skill description: One-sentence description of what it does (10-1000 chars) version: "1.0.0" category: build platforms: - CLAUDE_CODE --- Your skill instructions here. This is the main content loaded as context when the skill is invoked. ``` ### Valid Categories `build` `test` `qa` `review` `deploy` `docs` `security` `ux` `analysis` `productivity` `integration` `combo` `meta` `education` `spec` ### Valid Platforms `CLAUDE_CODE` `CURSOR` `CODEX_CLI` `OTHER` ### Quality Scoring Skills are scored 0-100 on the marketplace: - **Schema (0-25):** Required fields present, description >= 50 chars, valid semver, valid category - **Instructions (0-75):** >= 500 chars, structured phases/steps, I/O spec, error handling, guardrails, examples, output format - **Minimum to publish:** 20 ## Contributing 1. Create a new directory under the appropriate category: `{category}/{skill-name}/SKILL.md` 2. Follow the SKILL.md format above 3. Ensure your skill scores >= 20 on the quality scale (run `/skill-test` to check) 4. Submit a PR ## Key Design Patterns These patterns are validated across 7+ production projects: - **Self-healing validation:** Every skill includes category-specific retry loops that detect failures and re-attempt with corrective action. Validation blocks are tailored per category (e.g., build skills verify compilation, test skills verify passing suites, deploy skills verify infrastructure state) - **Self-evolution telemetry:** Every skill logs execution metadata (duration, pass/fail, retry count, category) to project memory. The `/evolve` meta-skill reads this telemetry to identify underperforming skills and patch them automatically - **Pre-build validation:** Static analysis gate before feature work begins - **Co-commit rules:** Firestore rules, server validation, and model serialization ship with features - **Domain analysis feedback:** `/analyze` embedded as a quality gate in build loops - **Subagent spawning:** 8 combo skills use parallel Agent tool spawning to run independent tracks concurrently -- `polish`, `full-test`, `cleanup-sprint`, `research`, `retro`, `review-implement`, `secure-ship`, and `compliance-suite` - **Wiring completeness:** Detect features that exist in one layer but are never connected - **Monolith decomposition:** Files exceeding 500 lines are split before adding features - **Orchestrator pattern:** Main skills scan for gaps and route to specialized sub-skills - **Modern CSS-first design:** Design skills use oklch color spaces, container queries, scroll-driven animations, view transitions, and anchor positioning. Cross-platform skills target web, Flutter, SwiftUI, and Compose - **Zero-question autonomy:** All skills run fully autonomously without prompting for user input -- they detect context, make decisions, and execute