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your-skill-name
Brief description of what this skill does. Include specific triggers - when should Claude use this skill? Example triggers, file types, or keywords that indicate this skill applies.
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documentation llm ai AI 技能
发现 documentation llm 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
mcp-server-ruby
This skill should be used when the user asks to "create an MCP server", "build MCP tools", "define MCP prompts", "register MCP resources", "implement Model Context Protocol", or mentions the mcp gem, MCP::Serve...
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GitHub
cfn-transparency-middleware
Agent interaction capture, logging, and analysis with memory tracking and security (Rust implementation). Use when you need to capture and analyze agent interactions, track tool usage and performance metrics, q...
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GitHub
cfn-deployment
Automated skill deployment pipeline for CFN Loop integration
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GitHub
cfn-cerebras-mcp
FAST code generation via mcp__cerebras-mcp__write tool using Z.ai glm-4.6. Use for rapid test generation, boilerplate creation, and bulk code tasks in main chat. Prompt must be SHORTER than output. Ideal for te...
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GitHub
cfn-cerebras-code-generator
FAST code generation via Z.ai glm-4.6 model. Use for rapid test generation, boilerplate code, repetitive patterns, and bulk file creation. Ideal when speed matters more than nuance. Do NOT use for complex archi...
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GitHub
cfn-epic-creator-v2
Hybrid AISP epic creation with formal API contracts and natural language user content. Uses AISP (AI Symbolic Protocol) for type definitions and agent binding contracts while preserving human-readable descripti...
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GitHub
cfn-epic-parser
Converts natural language epic documents from markdown into structured JSON configurations for MDAP or CFN Loop execution. Use when you need to parse epic documents, validate epic structure, or generate executi...
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GitHub
cfn-docker-runtime
Docker container orchestration for CFN Loop - spawning, coordination, logging, wave execution. Use when running CFN Loop agents in Docker containers, executing waves of parallel agents, coordinating containeriz...
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GitHub
cfn-intervention-system
Human intervention detection and orchestration for CFN Loop. Use when automated processes need human oversight, when escalation is required, or when managing intervention workflows and approval gates.
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GitHub
task-classifier
Analyzes task descriptions and classifies them into categories for agent selection
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GitHub
cfn-knowledge-base
Organizational learning from CFN Loop execution - workflow codification and playbooks. Use when you need to store successful patterns, query past learnings, track edge cases and failures, or retrieve agent conf...
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GitHub
cfn-memory-management
Prevent and detect memory leaks in Claude CLI operations through proactive monitoring, limits, and profiling. Use when managing memory limits for long-running agents, detecting memory leaks, profiling heap usag...
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GitHub
cfn-agent-lifecycle
Unified agent management from selection through completion - spawning, execution, output processing. Use when selecting agents for tasks, spawning agents with dependency validation, processing agent outputs, or...
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GitHub
cfn-agent-tooling
Agent development tools - generation and validation. Use when creating new agent templates from scaffolding, or validating and linting existing agent profiles for correctness and completeness.
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GitHub
cfn-dependency-management
Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.
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GitHub
cfn-task-intelligence
Classify tasks (type/domain), estimate complexity/iterations, recommend specialists from feedback themes
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GitHub
cfn-agent-selector
Agent selection based on task classification with fallback support
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GitHub
cfn-skill-management
Skill loading, propagation, and building for CFN. Use when dynamically discovering and loading skills, deploying skills across environments, or creating new skill scaffolding.
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GitHub
cfn-cerebras-coordinator
Coordinates FAST code generation via Z.ai glm-4.6 with CodeSearch pattern learning. Use when agents need rapid test generation, bulk code creation, or repetitive boilerplate. Tracks successful prompts for conti...
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GitHub
conversation-sync
Sync conversation history from .codex/sessions to .claude.json for context preservation
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GitHub
cfn-automatic-memory-persistence
Automatic, structured persistence of agent outputs to SQLite database. Use when tracking agent outputs across CFN Loop workflows, persisting confidence scores, or querying agent execution history.
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GitHub
academic-writing
Write and edit academic papers for top-tier CS venues (ICSE, FSE, ASE, ICML, NeurIPS). Provides rigorous writing style guidance for peer review.
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GitHub
skill-creator
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 Claude's capabilities with specialized knowledge, workflows, or to...
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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。