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Debug AI traces, find exceptions, analyze sessions, and manage prompts via Langfuse MCP. Also handles MCP setup and configuration.
デッドコードの安全な削除ガイド。未使用のコード、エクスポート、依存関係を特定し、テスト検証を行いながら安全に削除する。コードのクリーンアップ、リファクタリング、依存関係の整理に使用。「デッドコード削除」「未使用コード削除」「クリーンアップ」「コード整理」などのフレーズで発動。
Use when exploring a problem, evaluating options, or making decisions that require trade-off analysis. Engages as a rigorous solution partner.
Format recipes using Cooklang markup syntax. Use when creating, editing, or converting recipes to Cooklang format. Covers ingredients, equipment, timers, metadata, and file organization.
Analyze implementation details, trace data flow, and explain technical workings with precise file:line references. Use this when you need to understand HOW code works in the existing codebase.
Database schema design patterns and optimization strategies for relational and NoSQL databases. Use when designing database schemas, optimizing query performance, or implementing data persistence layers at scale.
Label taxonomy and triage workflow for GitHub issues. Defines type labels (bug/feature/enhancement/docs/chore), priority levels (critical/high/medium/low), status labels, and triage decision workflow. Use when categorizing and prioritizing issues.
HyDE (Hypothetical Document Embeddings) for improved semantic retrieval. Use when queries don't match document vocabulary, retrieval quality is poor, or implementing advanced RAG patterns.
Develops API endpoints with Eloquent resources and versioning. Activates when creating API routes, Eloquent resources, resource collections, API controllers, or when user mentions API, resource, JSON response, REST, endpoint, or API versioning.
Create a minimal working Obsidian plugin with commands and settings. Use when building your first plugin feature, testing your setup, or learning basic Obsidian plugin patterns. Trigger with phrases like "obsidian hello world", "first obsidian plugin...
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an agent's capabilities with specialized knowledge, workflows, or tool integrations.
Configure popular MCP servers for enhanced agent capabilities
Port management for local development with git worktrees. Use when setting up local development environments, booking ports for services to avoid collisions between parallel worktrees, or configuring docker-compose with dynamic ports.
Port management for local development with git worktrees. Use when setting up local development environments, booking ports for services to avoid collisions between parallel worktrees, or configuring docker-compose with dynamic ports.
Test runner checkpoint for conductor gates. Detects test framework (jest, pytest, cargo test, go test, etc.), runs tests, and captures output. Returns structured result with pass/fail status and failed test details.
SpecFlux REST API for creating and managing projects, PRDs, epics, tasks, and acceptance criteria. Use when running /prd, /epic, /task, or /implement commands to create or update entities in SpecFlux via HTTP API. Use when creating PRDs, epics with t...
Implement Replit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Replit event notifications securely. Trigger with phrases like "replit webhook", "replit events"...
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, review experiments, and inspect datasets. Use when debugging AI/LLM applications, analyzing trace data, working with Phoenix observability, or investigating LLM performance i...
GitHub repository templates and configuration. Activate when setting up GitHub repos, CONTRIBUTING.md, CODEOWNERS, issue templates, PR templates, or GitHub Copilot instructions.
Proactively audits developer work to ensure completeness and production-readiness. This skill should be used when reviewing code changes, validating task completion, or verifying that work meets industry standards—catching incomplete implementations,...
Use after TDD is finished, to review and clean the testing additions
Compute spatial statistics for spatial transcriptomics data using Squidpy. Calculate Moran's I, Geary's C, spatial autocorrelation, co-occurrence analysis, and neighborhood enrichment.
Auto-activates when user mentions README, project documentation, getting started guide, or creating project docs. Generates comprehensive README.md.
REPL debugging tool for capturing and inspecting local scope at runtime. Use when debugging functions, investigating test failures, understanding intermediate values, or when you need to recreate the runtime context of code without manually fabricati...
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