hunt-optimization
Systematic optimization hunter. Finds memory optimizations AND bugs - both are valuable. Run /validate-correctness when bugs are discovered.
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Systematic optimization hunter. Finds memory optimizations AND bugs - both are valuable. Run /validate-correctness when bugs are discovered.
Reviews memory optimization patches using a 5-persona peer review system. Requires unanimous approval backed by benchmarks. Bugs discovered during review are valuable - invoke /validate-correctness to validate...
Validates discovered bugs with reproducing tests and validates fixes with regression tests. Called by other skills when bugs are found during optimization hunting. Creates unit tests and fuzz tests to prove bug...
Environment validation checklist. Run this FIRST when starting a new Claude session to verify the environment is ready for optimization work. Checks build tools, test runners, benchstat, git, and database acces...
Salvages optimization work lacking benchmarks. Generates missing evidence, validates claims. Bugs discovered during rescue are valuable - invoke /validate-correctness.
Mongoose ODM for MongoDB and Node.js. Use for schemas, models, queries, validation, middleware, population, aggregation, and MongoDB database operations in JavaScript/TypeScript applications.
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 the agent's capabilities with specialized knowledge, workflows, or...
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Always invoke this skill for any git-related request (commit messages, staging review, history, PR descriptions, etc.) so git workflows are handled consistently.
Access up-to-date, version-specific documentation and code examples from Context7. Use this skill to verify library and framework details.
Review code changes against spec for drift and principle violations before PR submission. Use when user says "pre-pr review", "check against spec", "review my changes", "spec drift", "am I following the spec",...
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, ge...
Create a GitHub pull request with proper issue linking and conventional commits. Use when user says "create pr", "submit pr", "open pull request", "push and create pr", or after pre-pr review passes.
Use Google Gemini for AI chat, research, image/video creation, and analysis. Use when user wants to use Gemini, ask complex questions, generate images or videos, do deep research, or use Gemini's thinking capab...
Create new Claude Code skills. Use when user wants to create, update, or improve a skill that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Analyze coding agent session transcripts to improve existing skills or create new ones. Use when asked to improve a skill based on a session, or extract a new skill from session history.
Design robust specs through principle-driven interviews, then create GitHub issues with sub-issue hierarchies. Use when starting a new feature, designing a solution, or when user says "let's spec this out", "de...
Use Google NotebookLM to create AI notebooks, generate slides, audio overviews, quizzes, flashcards, and other outputs from sources. Use when user wants to create presentations, study materials, summaries, or a...
Create and manage GitHub issues with duplicate detection and hierarchy support. Use when creating issues, filing bugs, tracking tasks, managing sub-issues, or organizing parent/child relationships. Triggers on...
Use when reviewing written content (blog posts, marketing copy) for AI-generated patterns and improving prose for natural human voice
Use when design is complete and you need detailed implementation tasks for engineers with zero codebase context - creates comprehensive implementation plans with exact file paths, complete code examples, and ve...
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Analyze English lesson materials and add comprehensive notes including topic summaries and advanced vocabulary (英検2級以上). Use when the user asks to review lesson materials, analyze articles from the lesson,...
Prepare for English conversation lessons by creating a dated markdown file with greeting examples in English and Japanese. Use when the user asks to prepare for a lesson, set up for English conversation, or cre...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.