Decide the 6R modernization pattern — Rehost / Replatform / Refactor / Repurchase / Retire / Retain — using a decision tree and cost/time/risk matrix.
Score 80/100
Cria um Django Model completo no padrão Fat Model do SurveyHub: UUID PK, TextChoices para status, soft delete (deleted_at), state machine (ativar/pausar/encerrar com guards),…
Score 80/100
Next.js SEO optimization guide. Use when building Next.js apps, optimizing for search engines, fixing Google indexing issues, implementing metadata, sitemaps, robots.txt, JSON-LD,…
Score 80/100
Creates Next.js frontends with shadcn/ui. Use when building React UIs, components, pages, or applications with shadcn, Tailwind, or modern frontend patterns.
Score 80/100
Optimize CLAUDE.md — remove noise (directory trees, type defs, tool tables), keep only commands, constraints, and architecture rules that agents can't discover from code
Score 80/100
Debug Output SDK workflow issues. Use when user reports a workflow failing, erroring, hanging, producing wrong results, or asks to debug, troubleshoot, or investigate a workflow…
Score 80/100
Use when the user asks to create, build, generate, scaffold, or plan a new workflow. Orchestrates the full planning process including architecture, steps, prompts, evaluators, and…
Score 80/100
Automates software development overnight using Git hooks to enforce test-driven development (TDD). This skill should be used when Claude needs to build new features, refactor…
Score 80/100
Quick pre-investigation scan of the pattern bank. Use before any debugging session to check if the current bug matches a known root cause pattern. Takes 30 seconds, saves hours.
Score 80/100
Use when starting a new feature, refactor, or multi-step task - before writing any code. Use especially when scope is unclear or multiple files are involved.
Score 80/100
Turn a Zoom integration idea into an implementation plan with architecture, auth, and delivery milestones.
Score 80/100
Choose the right Zoom building surface for a use case and explain the tradeoffs clearly. Use when deciding between REST API, Webhooks, WebSockets, Meeting SDK, Video SDK, Zoom…
Score 80/100
Work through a WordPress plugin task list step by step, building and testing each task before moving to the next. Reads from TASKS.md or a specified task file.
Score 80/100
PostgreSQL-based semantic and hybrid search with pgvector and ParadeDB. Use when implementing vector search, semantic search, hybrid search, or full-text search in PostgreSQL.
Score 80/100
Create a clean PR branch by filtering out .design/ and .planning/ commits. Code-review-ready branch for the design implementation work.
Score 80/100
Comprehensive health check of a Next.js/Payload CMS project. Use when user asks to "check the project", "audit the codebase", "what's the state of the project", "project health",…
Score 80/100
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links.
Score 80/100
Review my code, code review, is this ready to ship, check for bugs, security audit, review this PR, pre-merge check, is this safe to deploy, check code quality.
Score 80/100
Internal reference skill loaded by audit and fix skills for version-specific Rails breaking changes and fix patterns. Not a user-facing skill — do not activate this directly.
Score 80/100
Audit React components for unnecessary useEffect patterns. Detects 9 anti-patterns from "You Might Not Need an Effect" and proposes fixes with severity levels.
Score 80/100
Safety analysis before refactoring -- dependency graph, test coverage, public API exposure, blast radius verdict.
Score 80/100
Search the Nullcost provider catalog by keyword or plain-English asks like cheap auth service, free-tier hosting, or good value Postgres.
Score 80/100
Reviews an architecture (file, repo, design doc, or pasted text) against scalability, security, reliability, compliance, and anti-pattern checklists plus fitness functions.
Score 80/100
Use when checking if code follows ARCHITECTURE.md patterns - runs automated conformance checks.
Score 80/100
Use when architecture violations were found and need automated fixing by priority.
Score 80/100
Orchestrates a comprehensive code review using up to 6 specialist skills. Dispatches code-review, code-simplifier, comment-analyzer, silent-failure-hunter, type-design-analyzer,…
Score 80/100
Use when the user runs /ruby-upgrade-toolkit:rules or asks to add, list, validate, show, remove, disable, enable, or explain project-specific upgrade rules — gem pins, gem swaps,…
Score 80/100
Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero.
Score 80/100
This skill should be used when the user asks to "optimize for Instagram", "YouTube Shorts format", "make it 9:16", "square video", "TikTok format", "Reels format", "prepare for…
Score 80/100
Deploy and launch a feature or product. Runs a quality gate, pre-launch checklist, and executes deployment. Use when the user is ready to ship.
Score 80/100
**MEASUREMENT SKILL** — Benchmark framework for measuring skill effectiveness. A/B tests agent outputs with and without a target skill, scoring correctness, completeness, and…
Score 80/100
Generate SOX sample selections, testing workpapers, and control assessments. Use when planning quarterly or annual SOX 404 testing, pulling a sample for a control (revenue, P2P,…
Score 80/100
Single-session driver for a multi-iteration skill-chain run. Spawns `bin/skill-chain.py --chain --loop N` as a subprocess via `bin/drive-chain.py`, watches the live event…
Score 80/100
Devil's Advocate stress-testing for code, architecture, PRs, and decisions. Surfaces hidden flaws through structured adversarial analysis with metacognitive depth.
Score 80/100
**WORKFLOW SKILL** — Persist analysis so it survives context compression and chains between tasks. USE FOR: any task whose decisions affect future work — features, refactors,…
Score 80/100
TBM Templateの初期セットアップを支援します。Docker Compose環境の構築、サンプルデータのロード、Grafanaダッシュボードの動作確認、トラブルシューティングを行います。「セットアップ」「環境構築」「初期設定」「docker compose up」「TBMを始めたい」「dbt…
Score 80/100
Reviews test coverage quality from a behavioral perspective, identifying critical gaps and test quality issues. Does not check line coverage — checks meaningful scenario coverage.
Score 80/100
Test how tool-gates evaluates any tool invocation (Bash, Read, Write, Edit, Glob, MCP) and show the permission decision (allow / ask / deny / defer).
Score 80/100
Tests a deployed, activated Power Pages site at runtime using browser-based navigation, page crawling, and API request verification via Playwright.
Score 80/100
Agentic 시스템을 위한 TDD 전략을 수립한다. LLM 클라이언트 mock(VCR-style), golden dataset 기반 eval(최소 5건), hypothesis 기반 property-based test로 비결정성을 제어한다.
Score 80/100
Write and fix Unit, Hilt integration, and Espresso tests following MovieFinder patterns
Score 80/100
테스트/검증이 필요할 때 사용한다. 'qa', '검증해', '테스트 돌려', 'test-fix', '심층 검증', '철저히 테스트', '보안까지 확인', '전방위 검증' 같은 요청에 반드시 사용. 기본값은 3-CLI 합의 딥 QA (기능+보안+UX). 빠른 테스트-수정 루프는 --quick.
Score 80/100
Design the target AWS architecture — ECS Fargate / EKS / Serverless choice, VPC topology with public-private-isolated subnets, managed database selection (RDS/Aurora/DynamoDB),…
Score 80/100
ockemon-pso TUI 컴포넌트/훅/패널 테스트 작성 및 실행. ink-testing-library + vitest로 테스트를 작성하고, 실패 시 진단-수정 사이클을 반복. "tui test", "TUI 테스트", "tui coverage", "test feed-panel", "test use-menu" 등으로…
Score 80/100
ockemon-pso TUI 시각 테스트 — 렌더링 스냅샷, 인터랙션 플로우, 프레임 비교. ink-testing-library로 컴포넌트를 렌더링하고 lastFrame() 출력을 스냅샷으로 캡처. 키 입력 시뮬레이션 → 프레임 전환 검증 → 레이아웃/색상/경계 확인.
Score 80/100
Create, update, review, or refactor VS Code Copilot skills, hooks, and MCP configs. Use when the user wants to build or maintain reusable skills, lifecycle hooks, MCP…
Score 80/100
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
Score 80/100
This skill should be used when the user provides screenshots, videos, screen recordings, or mentions visual bugs, UI glitches, layout shifts, animation issues, or visual…
Score 80/100
Renders planned changes as ASCII visualizations with risk heat maps, execution order diagrams, dependency graphs, impact metrics, and before/after architecture comparisons.
Score 80/100
Static-analysis review pass over HTML/CSS/JSX/Astro source for 2026 web design anti-patterns and must-do violations.
Score 80/100
Create, manage, or connect to a headless Windows 11 VM running in Docker with SSH access. Use when the user wants to spin up, stop, restart, or SSH into a Windows VM.
Score 80/100
Assess legacy workloads before modernization — application dependency graph, database schema, traffic patterns, RTO/RPO, compliance constraints (ISMS-P/PCI-DSS), technical debt…
Score 80/100
Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations,…
Score 80/100
Use when creating a new skill, editing an existing skill, or verifying a skill works before deployment.
Score 80/100
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture",…
Score 75/100
Analyze failed GitHub Action jobs for a pull request.
Score 75/100
This skill should be used when the user asks to "analyze failing tests", "debug test failures", "investigate test errors", or provides specific failing test cases to examine.
Score 75/100
Analyze test failures and CI artifacts to identify and fix bugs
Score 75/100
Generate and run mock API servers from OpenAPI specifications
Score 75/100
Appium mobile testing framework for iOS and Android automation
Score 75/100