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Analyzes a project codebase, builds 3-layer index, generates project profile, and auto-configures the agent team with relevant skills. The main initialization skill for CodeCrew.

RESTful API controller patterns for Ruby on Rails. Use when: (1) Building JSON APIs, (2) API versioning, (3) Error handling and status codes, (4) Authentication with tokens/JWT, (5) Rate limiting, (6) CORS configuration, (7) Pagination and filtering, (8) API documentation, (9) Testing API endpoints

Refine and clarify feature requirements by asking targeted follow-up questions, then update or create tasks based on answers. Use after initial planning when requirements need clarification, or when the user mentions "refine", "clarify", "more details", or "questions".

Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.

Orchestration skill for book-scale long-form writing (fiction or nonfiction). Owns the SHAPE of a book project — chapter architecture, beats methodology, workspace management, book mode, scene/science split, vignette library, long-form orchestration. Delegates VOICE (prose generation) to /authors-voice via the Apply Protocol minion dispatch. Loads as governing context at session start when a book

Claude Code plugin with 22 AI recruiting skills. Source candidates, detect hiring signals, screen resumes, draft outreach, track pipelines. ATS-integrated. Free and open source.

Habilidade bilíngue para adaptar e aprimorar currículos para candidaturas a empregos. Otimiza currículos para palavras-chave de ATS, triagem de recrutadores, evidências prontas para entrevistas e adequação ao cargo, utilizando descrições de vagas, currículos existentes ou perfis do LinkedIn.

Diagnose and resolve Microsoft Fabric Data Agent issues including tenant settings, data source configuration, query generation failures, cross-region capacity errors, XMLA endpoint setup, Power BI semantic model integration, lakehouse/warehouse/KQL connectivity, example query validation, publishing/sharing problems, and Azure AI Foundry integration. Use when asked to troubleshoot data agent, fix F

Activate when the user wants to audit a paper's empirical or technical claims against a linked code repository — checking whether experiments, datasets, models, metrics, and hyperparameters described in the paper actually exist and match the code. Produces a structured audit report classifying each claim as CONFIRMED, PARTIAL, MISSING, or MISMATCH, with file/line evidence. Useful for reproducibili

Guides AI agents through Senzing entity resolution workflows using the Senzing MCP server. Covers data mapping to Senzing format, SDK code generation (Python, Java, C#, Rust, TypeScript/Node.js), documentation search, error troubleshooting, sample data access, reporting and visualization, SDK setup guides, and V3-to-V4 migration. Use when working with entity resolution, record matching, record lin

Displays CodeCrew status including project profile, agent team configuration, codebase index health, skill catalog stats, and recent task history.

OpenUI generative UI with Anthropic Claude SDK backend. Stream conversion to OpenAI NDJSON format.