LLM & Agents

Fix GitHub issues using subagent-driven-development with parallel executionwhere appropriate.Triggers: fix issue, github issue, issue resolution, subagent development,parallel execution, issue workflow, gh issue, fix githubUse when: addressing GitHub issues systematically, multiple related issuesneed fixing, tasks can be parallelized across subagents, quality gates neededbetween task batchesDO NOT use when: single simple fix - just implement directly.DO NOT use when: issue needs clarification - comment first to clarify scope.Uses subagents for parallel execution with code review gates between batches.

Shared testing quality metrics and standards for cross-plugin use. Referencedby pensive:test-review and parseltongue:python-testing.Triggers: testing standards, quality metrics, coverage thresholds, test quality,anti-patterns, testing best practices, quality gatesUse when: evaluating test quality, setting coverage thresholds, identifyingtesting anti-patterns, establishing quality standardsDO NOT use when: simple scripts without quality requirements.Consult this skill when establishing testing quality standards.

Process external resources into actionable knowledge with evaluation, storage, and application decisions.Triggers: knowledge intake, article evaluation, paper review, external resourceUse when: user shares links to articles, papers, or external resourcesDO NOT use when: searching existing knowledge - use knowledge-locator.

Leveraging AI coding assistants and tools to boost development productivity, while maintaining oversight to ensure quality results.

.claude/rules/ディレクトリにベストプラクティスに沿ったルールファイル（.md）を作成します。コーディングルール、テスト規約、セキュリティ要件などのプロジェクト固有の指示を作成する場合に使用します。paths frontmatterによる条件付きルール、適切なファイル名、サブディレクトリ構造をサポートします。

Claude Codeスキルを公式ベストプラクティスに基づいてレビューします。SKILL.mdファイルのレビュー、スキル品質のチェック、スキル構造の検証、改善提案が必要な場合に使用します。「このスキルをレビューして」「スキル品質をチェック」「SKILL.mdを検証」「このスキルを改善」などのリクエストで起動します。

Use when user asks to leverage claude or claude code to do something (e.g. implement a feature design or review codes, etc). Provides non-interactive automation mode for hands-off task execution without approval prompts.

Guide for adding a new AI coding agent analyzer to Splitrail. Use when implementing support for a new tool like Copilot, Cline, or similar.

Guide for creating, auditing, and packaging Claude Code skills. This skill should be used when building new skills, improving existing skills, understanding skill structure, or packaging skills for distribution.

Write focused tests for core user flows and critical paths with clear test names, behavior-focused assertions, mocked external dependencies, and fast execution, deferring edge case testing until explicitly required. Use this skill when creating or modifying test files, writing unit tests, integration tests, or test cases for any feature. Apply when writing test files (test/, __tests__/, spec/, .test.js, .spec.ts, test_*.py), implementing tests for core user workflows, testing critical business logic, mocking external dependencies (databases, APIs, file systems), writing descriptive test names, creating fast-running unit tests, or adding tests at logical completion points of feature development. Use for any task involving test creation, test coverage, test strategy, or test-driven development.

Use when building custom Kiro AI agents or when user asks for agent configurations - provides JSON structure, tool configuration, prompt patterns, and security best practices for specialized development assistants

Use when creating or publishing Claude Code hooks - covers executable format, event types, JSON I/O, exit codes, security requirements, and PRPM package structure

Expert assistant for using litdb - a literature and document database for scientific research

Use when creating agents.md files - provides plain markdown format with NO frontmatter, free-form structure, and project context guidelines for AI coding assistants

CI Test Claude Skill

Use when creating new Claude Code skills or improving existing ones - ensures skills are discoverable, scannable, and effective through proper structure, CSO optimization, and real examples

Expert guidance for creating Claude Code slash commands with correct frontmatter, structure, and best practices

Use when creating, improving, or troubleshooting Claude Code slash commands. Expert guidance on command structure, arguments, frontmatter, tool permissions, and best practices for building effective custom commands.

Expert guidance for developing Claude Code hooks in TypeScript with shared utilities, esbuild compilation, and Vitest testing - distributes compiled JS while maintaining TypeScript development experience

Use when developing PRPM (Prompt Package Manager) - comprehensive knowledge base covering architecture, format conversion, package types, collections, quality standards, testing, and deployment