rag-auditor
Produzir auditoria de colapso semantico em RAG, taxonomia hierarquica e schema de Graph-RAG para sistemas de recuperacao. Usar quando o usuario pede diagnostico de alucinacao/queda de precisao em vector stores,...
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Produzir auditoria de colapso semantico em RAG, taxonomia hierarquica e schema de Graph-RAG para sistemas de recuperacao. Usar quando o usuario pede diagnostico de alucinacao/queda de precisao em vector stores,...
This skill should be used when creating or configuring Hugging Face Spaces, including ZeroGPU hardware, secrets/env variables, persistent storage, repo-based deploys, and build/memory troubleshooting.
Validate PubMed search field tags against official NCBI documentation before implementing them. Use when adding new field tags to the query builder, debugging search queries, or verifying existing field tag imp...
Diagnose and fix maturin build issues for PyO3 Python bindings. Use when encountering problems with maturin develop, missing Python exports, module registration errors, or type stub generation issues. Particula...
Manages GitHub Projects V2 items and custom fields using GitHub CLI commands. Use when adding issues/PRs to projects, updating Status (Backlog/Todo/Doing/Done), Value (Essential/Useful/Nice-to-have), or Effort...
Specialized test resolution that works in parallel to fix specific test failures, enabling faster resolution of test suite issues through isolated fixes without conflicts. Use when multiple test failures need f...
Systematically scans for deprecated library functions, APIs, and language features, then automatically updates code to use modern alternatives. Handles migration guides, version compatibility, and integration t...
Automates the creation of behavior-driven, fail-first feature tests for user-facing behaviors. Works across any language or framework. Use when features lack behavioral tests, implementing fail-first TDD, ensur...
Manages GitHub issue blocking/blocked-by relationships using the native dependencies feature via GraphQL API. Use when showing that one issue must complete before another can proceed, querying dependency relati...
Analyzes stack traces, error logs, and code context to identify root causes and suggest targeted fixes. Specializes in systematic troubleshooting across multiple languages. Use when encountering runtime errors,...
Creates or improves Agent Skills following official documentation and best practices. Use when creating new skills, improving existing skills, evaluating skill quality, or ensuring skills follow naming conventi...
Executes language-agnostic test suites to validate behavioral correctness, enforce regression safety, and automatically debug or repair test failures. Includes fallback loops, coverage validation, and failure c...
Reviews existing repository issues, code structure, and domain to create or refresh a semantic label system with appropriate colors aligned to the repository's specific context and needs. Use for initial setup...
Automates test quality assessment, identifies vanity tests, and guides systematic improvement of test suites. Use when reviewing test suites, identifying shallow tests, enforcing behavioral test standards, or w...
Builds and executes complex issue queries using GitHub's advanced search syntax with AND/OR boolean operators and nested queries up to 5 levels deep. Use when finding specific issue sets with complex criteria,...
Enforces consistent test quality, structure, and maintainability across any programming language by applying project-wide conventions for test naming, structure, parameterization, and classification. Use for me...
Manages GitHub issue parent-child relationships and sub-issues using REST and GraphQL APIs. Use when breaking down large work into Epics/Features/Tasks, creating work breakdown structures, converting markdown c...
Creates standardized directory structure and boilerplate files for new microservices or feature modules, ensuring compliance with repository standards and development best practices. Use when creating new servi...
Automates GitHub Projects V2 setup with standardized workflow boards. Creates custom fields (Status/Value/Effort), configures automations, generates semantic repository labels, and aligns project name with repo...
Reviews content against HMS IT governance standards including style guide, word list, and platform-specific guidelines. Checks voice and tone, word usage, formatting, structure, and compliance with content type...
Creates slash commands, subagents/workflows, or agent skills using the Claude request type framework. Analyzes requirements, determines the optimal extension type (command/subagent/skill), decides project vs pe...
Create production-ready Supabase migrations for Ballee following strict naming conventions, idempotent SQL, RLS patterns, and storage bucket policies; use when user requests schema changes, adding columns, RLS...
Generate production-ready Row Level Security (RLS) policies for Supabase tables with is_super_admin() bypass, proper USING/WITH CHECK, and common relationship patterns; use when creating RLS policies, securing...
Fetch, analyze, and resolve Sentry errors with CLI integration; use when reviewing production errors, resolving issues, analyzing error patterns, or managing Sentry configuration
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.