GitHub
git-commit
Standardize git commit messages using a consistent convention and guide clean-history workflows. Use when a user asks for commit message suggestions, to enforce a commit style, or to keep history clean by amend...
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数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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GitHub
ai-task-runner
このスキルは外部のAI エージェントを実行するためのスキルです。 実装や調査の作業を別のAIエージェントに委譲してください。 あなた（メインのClaude）はユーザーとの対話・設計判断・方針決定に専念し、 実際の調査や実装は...
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GitHub
owasp-security-review
Security review and implementation support based on OWASP Cheat Sheet Series. Use for code review requests, security-related implementation/research, and vulnerability checks. Covers security topics such as XSS...
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GitHub
skill-review
Review Agent Skills and provide findings and improvement suggestions from the perspective of official specification compliance and best practices. Use for skill review requests, SKILL.md quality checks, skill s...
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GitHub
upgrade-integration
Integrate Carnegie Learning's UpGrade A/B testing platform into LMS and EdTech applications. Guides setup of decision points, experiment conditions, LTI/xAPI integration, and outcome logging. Use when asked to...
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GitHub
async-python-patterns
Implement AsyncIO patterns for I/O-bound tasks with asyncio.gather, semaphores, and FastAPI async endpoints. Use for concurrent operations, parallel HTTP fetches, rate-limited operations, or async API developme...
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GitHub
queue-based-flow
Stack prompts in queue while agent runs, minimizing context switches to achieve sustained 6k lines per day output and preserved flow state. Use for heavy coding sessions, iterative refinements, rapid iteration...
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GitHub
progressive-metadata
Pattern for creating skills with YAML frontmatter that enables progressive disclosure and token optimization. Use when building skills, optimizing context usage, or implementing domain expertise with minimal to...
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GitHub
doc-to-skill-scraper
Scrape external documentation (API references, library docs, protocol specifications) and generate Claude Agent Skills in SKILL.md format. Use when creating skills from documentation, integrating third-party kn...
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GitHub
claude-md-memory
Central CLAUDE.md file with project guidelines auto-injected into system prompt, achieving 10% accuracy lift in multi-hop reasoning through consistent context. Use for repo-wide context, coding standards enforc...
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GitHub
markdown-formatter
Format and lint Markdown documents with consistent style, proper heading hierarchy, link validation, and code block formatting. Use when working with Markdown files, documentation, README files, or technical wr...
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GitHub
api-integrator
Integrate external REST and GraphQL APIs with proper authentication (Bearer, Basic, OAuth), error handling, retry logic, and JSON schema validation. Use when making API calls, database queries, or integrating e...
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GitHub
experience-library
Capture task outcomes, score performance, and derive rules as token priors for continual learning without model weight changes. Use for post-task feedback, experience capture, pattern extraction, and learning f...
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GitHub
skill-creator
Meta-skill to generate new Claude Agent Skills from natural-language descriptions. Use when creating skills, building custom workflows, generating new capabilities, or extending Claude's functionality. Outputs...
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GitHub
plan-execute
Two-phase workflow that generates explicit YAML plan before execution, with approval gates and checkpointing. Use for complex multi-file changes, refactoring, bug fixes with dependencies, or any task where mist...
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GitHub
uncertainty-routing
Route tasks to small model by default, escalate to large model only on low confidence detection, achieving 87% faster learning and 10-30x cost reduction while maintaining accuracy. Use for cost optimization, co...
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GitHub
vibe-coding-yaml
AI outputs YAML descriptors instead of code, CLI executes deterministically for 100% auditable behavior with zero slop. Use when auditability is critical, generated code review needed, or deterministic executio...
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GitHub
theory-grounding-reflector
Extract lessons from task failures using Reflector agent, merge insights via Curator pattern, achieving 10% accuracy improvement without context collapse. Use for post-failure analysis, lesson extraction, self-...
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GitHub
code-testing
Generate and run unit and integration tests using pytest (Python) or Jest (JavaScript) with fixtures, mocks, and async support. Use for test-driven development, code review validation, coverage verification, an...
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GitHub
smart-skill-loading
Auto-detect and load minimal context from Skills folders using progressive disclosure, trimming 1400 tokens from system prompt through metadata-first loading. Use when optimizing token usage, managing multiple...
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GitHub
continuous-skill-polishing
Convert repeated tasks into versioned skills, track performance gaps, and iteratively polish through Git version control. Use for identifying repeated patterns, improving skill consistency, tracking skill evolu...
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GitHub
parallel-session-orchestration
Run multiple agent tasks in parallel cloud sandboxes with real-time progress monitoring, achieving 2x throughput vs sequential execution. Use for multi-repo tasks, independent bug fixes, concurrent feature deve...
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GitHub
life-sciences-connector
Query PubMed and scientific databases for protocols, analyze biological data with Biopython, handle HIPAA-compliant data. Use for biology research, protocol searches, sequence analysis, or scientific data handl...
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GitHub
sfh-viz
Generate rich visualizations for fractal horn design. Use when rendering 3D geometry, creating acoustic plots, animating simulations, building dashboards, or producing publication-quality figures. Central visua...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。