[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MZP0BZN4431J0STJASZ9VS":3,"skill-same:01M6MZP0BZN4431J0STJASZ9VS":87},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":42,"linkOnly":43,"markdownContent":44,"markdownBody":45,"frontMatter":46,"refName":51,"commitSha":52,"skillDirectory":53,"forksCount":54,"repositoryHtmlUrl":55,"repositoryHomepageUrl":6,"ownerHtmlUrl":56,"ownerBlogUrl":6,"ownerDescription":57,"updatedAt":58,"install":59,"resources":72},"01M6MZP0BZN4431J0STJASZ9VS","Hooks Automation",null,"Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre\u002Fpost task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.","Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fhooks-automation\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,5,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41],"automation","hooks","for","MCP","with","session management","post","with mcp","task","Neural","session","coordination","learning","MCP Integration","code","development","training","workflows","memory","2026-11-10 10:12:30",false,"---\nname: Hooks Automation\ndescription: Automated coordination, formatting, and learning from Claude Code operations using intelligent hooks with MCP integration. Includes pre\u002Fpost task hooks, session management, Git integration, memory coordination, and neural pattern training for enhanced development workflows.\nversion: 1.0.0\nauthor: Artur\ntags: [automation, hooks, development, johny]\n---\n\n# Hooks Automation\n\nIntelligent automation system that coordinates, validates, and learns from Claude Code operations through hooks integrated with MCP tools and neural pattern training.\n\n## References\n\n- `configuration.md` - Detailed configuration options and settings\n- `examples.md` - Workflow examples (full-stack, debugging, multi-agent)\n\n## Quick Start\n\n```bash\n# Initialize hooks system\nnpx claude-flow init --hooks\n\n# Pre-task hook (auto-spawns agents)\nnpx claude-flow hook pre-task --description \"Implement authentication\"\n\n# Post-edit hook (auto-formats and stores in memory)\nnpx claude-flow hook post-edit --file \"src\u002Fauth.js\" --memory-key \"auth\u002Flogin\"\n\n# Session end hook (saves state and metrics)\nnpx claude-flow hook session-end --session-id \"dev-session\" --export-metrics\n```\n\n## Prerequisites\n\n**Required:**\n- Claude Flow CLI (`npm install -g claude-flow@alpha`)\n- Claude Code with hooks enabled\n- `.claude\u002Fsettings.json` with hook configurations\n\n**Optional:**\n- MCP servers (claude-flow, ruv-swarm, flow-nexus)\n- Git repository\n- Testing framework\n\n## Available Hooks\n\n### Pre-Operation Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `pre-edit` | Validate and assign agents before file modifications |\n| `pre-bash` | Check command safety and resource requirements |\n| `pre-task` | Auto-spawn agents and prepare for complex tasks |\n| `pre-search` | Prepare and optimize search operations |\n\n**Options:**\n- `--auto-assign-agent` - Assign best agent based on file type\n- `--validate-syntax` - Pre-validate syntax\n- `--backup-file` - Create backup before editing\n- `--check-conflicts` - Check for merge conflicts\n\n### Post-Operation Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `post-edit` | Auto-format, validate, and update memory |\n| `post-bash` | Log execution and update metrics |\n| `post-task` | Performance analysis and decision storage |\n| `post-search` | Cache results and improve patterns |\n\n**Options:**\n- `--auto-format` - Language-specific formatting\n- `--memory-key \u003Ckey>` - Store context in memory\n- `--train-patterns` - Train neural patterns\n- `--analyze-performance` - Generate metrics\n\n### Session Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `session-start` | Initialize new session |\n| `session-restore` | Load previous session state |\n| `session-end` | Cleanup and persist state |\n| `notify` | Custom notifications with swarm status |\n\n### MCP Integration Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `mcp-initialized` | Persist swarm configuration |\n| `agent-spawned` | Update agent roster and memory |\n| `task-orchestrated` | Monitor task progress |\n| `neural-trained` | Save pattern improvements |\n\n### Memory Coordination Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `memory-write` | Triggered when agents write to memory |\n| `memory-read` | Triggered when agents read from memory |\n| `memory-sync` | Synchronize memory across agents |\n\n## Key Capabilities\n\n- **Pre-Operation Hooks**: Validate, prepare, auto-assign agents\n- **Post-Operation Hooks**: Format, analyze, train patterns\n- **Session Management**: Persist state, restore context\n- **Memory Coordination**: Sync knowledge across agents\n- **Git Integration**: Automated commit hooks with verification\n- **Neural Training**: Learn from successful patterns\n\n## Benefits\n\n- Automatic agent assignment for file types\n- Consistent code formatting (Prettier, Black, gofmt)\n- Continuous learning via neural patterns\n- Cross-session memory persistence\n- Performance tracking and metrics\n- Smart agent spawning based on task analysis\n- Quality gates for pre-commit validation\n\n## Best Practices\n\n1. Configure hooks during project initialization\n2. Use clear memory key namespaces\n3. Enable auto-formatting for consistency\n4. Train patterns continuously\n5. Monitor hook execution times\n6. Set appropriate timeouts\n7. Handle errors gracefully with `continueOnError`\n\n## Related Commands\n\n```bash\nnpx claude-flow init --hooks        # Initialize hooks\nnpx claude-flow hook --list         # List available hooks\nnpx claude-flow hook --test \u003Chook>  # Test specific hook\nnpx claude-flow memory usage        # Manage memory\nnpx claude-flow agent spawn         # Spawn agents\n```\n\n## Integration\n\nWorks with:\n- SPARC Methodology\n- Pair Programming\n- Verification Quality\n- GitHub Workflows\n- Performance Analysis\n- Swarm Advanced\n","# Hooks Automation\n\nIntelligent automation system that coordinates, validates, and learns from Claude Code operations through hooks integrated with MCP tools and neural pattern training.\n\n## References\n\n- `configuration.md` - Detailed configuration options and settings\n- `examples.md` - Workflow examples (full-stack, debugging, multi-agent)\n\n## Quick Start\n\n```bash\n# Initialize hooks system\nnpx claude-flow init --hooks\n\n# Pre-task hook (auto-spawns agents)\nnpx claude-flow hook pre-task --description \"Implement authentication\"\n\n# Post-edit hook (auto-formats and stores in memory)\nnpx claude-flow hook post-edit --file \"src\u002Fauth.js\" --memory-key \"auth\u002Flogin\"\n\n# Session end hook (saves state and metrics)\nnpx claude-flow hook session-end --session-id \"dev-session\" --export-metrics\n```\n\n## Prerequisites\n\n**Required:**\n- Claude Flow CLI (`npm install -g claude-flow@alpha`)\n- Claude Code with hooks enabled\n- `.claude\u002Fsettings.json` with hook configurations\n\n**Optional:**\n- MCP servers (claude-flow, ruv-swarm, flow-nexus)\n- Git repository\n- Testing framework\n\n## Available Hooks\n\n### Pre-Operation Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `pre-edit` | Validate and assign agents before file modifications |\n| `pre-bash` | Check command safety and resource requirements |\n| `pre-task` | Auto-spawn agents and prepare for complex tasks |\n| `pre-search` | Prepare and optimize search operations |\n\n**Options:**\n- `--auto-assign-agent` - Assign best agent based on file type\n- `--validate-syntax` - Pre-validate syntax\n- `--backup-file` - Create backup before editing\n- `--check-conflicts` - Check for merge conflicts\n\n### Post-Operation Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `post-edit` | Auto-format, validate, and update memory |\n| `post-bash` | Log execution and update metrics |\n| `post-task` | Performance analysis and decision storage |\n| `post-search` | Cache results and improve patterns |\n\n**Options:**\n- `--auto-format` - Language-specific formatting\n- `--memory-key \u003Ckey>` - Store context in memory\n- `--train-patterns` - Train neural patterns\n- `--analyze-performance` - Generate metrics\n\n### Session Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `session-start` | Initialize new session |\n| `session-restore` | Load previous session state |\n| `session-end` | Cleanup and persist state |\n| `notify` | Custom notifications with swarm status |\n\n### MCP Integration Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `mcp-initialized` | Persist swarm configuration |\n| `agent-spawned` | Update agent roster and memory |\n| `task-orchestrated` | Monitor task progress |\n| `neural-trained` | Save pattern improvements |\n\n### Memory Coordination Hooks\n\n| Hook | Purpose |\n|------|---------|\n| `memory-write` | Triggered when agents write to memory |\n| `memory-read` | Triggered when agents read from memory |\n| `memory-sync` | Synchronize memory across agents |\n\n## Key Capabilities\n\n- **Pre-Operation Hooks**: Validate, prepare, auto-assign agents\n- **Post-Operation Hooks**: Format, analyze, train patterns\n- **Session Management**: Persist state, restore context\n- **Memory Coordination**: Sync knowledge across agents\n- **Git Integration**: Automated commit hooks with verification\n- **Neural Training**: Learn from successful patterns\n\n## Benefits\n\n- Automatic agent assignment for file types\n- Consistent code formatting (Prettier, Black, gofmt)\n- Continuous learning via neural patterns\n- Cross-session memory persistence\n- Performance tracking and metrics\n- Smart agent spawning based on task analysis\n- Quality gates for pre-commit validation\n\n## Best Practices\n\n1. Configure hooks during project initialization\n2. Use clear memory key namespaces\n3. Enable auto-formatting for consistency\n4. Train patterns continuously\n5. Monitor hook execution times\n6. Set appropriate timeouts\n7. Handle errors gracefully with `continueOnError`\n\n## Related Commands\n\n```bash\nnpx claude-flow init --hooks        # Initialize hooks\nnpx claude-flow hook --list         # List available hooks\nnpx claude-flow hook --test \u003Chook>  # Test specific hook\nnpx claude-flow memory usage        # Manage memory\nnpx claude-flow agent spawn         # Spawn agents\n```\n\n## Integration\n\nWorks with:\n- SPARC Methodology\n- Pair Programming\n- Verification Quality\n- GitHub Workflows\n- Performance Analysis\n- Swarm Advanced\n",{"name":5,"tags":47,"author":49,"version":50,"description":7},[23,24,38,48],"johny","Artur","1.0.0","main","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","人工智能与大型语言模型\u002Fhooks-automation",1,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification","https:\u002F\u002Fgithub.com\u002FKernel8901","a little little little dobe in life but science geek","2026-04-05 16:43:56",{"source":8,"skillName":5,"commands":60,"prompt":70,"zipAvailable":71},[61,64,67],{"tool":62,"command":63},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill \"Hooks Automation\"",{"tool":65,"command":66},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill \"Hooks Automation\"",{"tool":68,"command":69},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill \"Hooks Automation\"","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fhooks-automation\u002FSKILL.md",true,[73,79,83],{"path":74,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":77,"sourceHtmlUrl":78},"_meta.json","REFERENCE","参考文档",285,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fhooks-automation\u002F_meta.json",{"path":80,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":81,"sourceHtmlUrl":82},"configuration.md",8576,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fhooks-automation\u002Fconfiguration.md",{"path":84,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":85,"sourceHtmlUrl":86},"examples.md",7750,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fhooks-automation\u002Fexamples.md",[88,112,143,154,164,193],{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":94,"publishedAt":42},"01M6Q5R6WZ06RRB9RQTW54B34B","zyfai","Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial subaccount (Safe) linked to their EOA, enables automated yield optimization, and lets them deposit\u002Fwithdraw anytime.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzyfai-sdk\u002FSKILL.md",[],[90,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111],"safe","ethereum","defi","Optimization","user","use","Wallet","base","deposit","withdraw","yield","arbitrum","non-custodial","passive","defi yield","earn","yield optimization",{"skillNo":113,"name":114,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":115,"categories":116,"keywords":126,"publishedAt":42},"01M6Q5R337B5JSNER4P4YS03TN","zerion-api","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api\u002FSKILL.md",[117,120,121],{"categoryNo":118,"categoryName":119,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000010","后端与接口",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":122,"categoryName":123,"taxonomyType":124,"taxonomyTypeDesc":125},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[127,128,129,26,130,131,132,97,133,101,134,135,136,137,138,139,140,141,142],"api","zerion api","zerion","mcp server","server","blockchain","transactions","crypto wallet","crypto","evm","solana","query","across","positions","token","prices",{"skillNo":144,"name":145,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":151,"publishedAt":42},"01M6Q5QZFYTDAZMZ27BN5VZXAR","zerion-api-skill","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-skill\u002FSKILL.md",[148,149,150],{"categoryNo":118,"categoryName":119,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":122,"categoryName":123,"taxonomyType":124,"taxonomyTypeDesc":125},[127,152,153,128,129,26,130,131,132,97,133,101,135,136,137,138,139,140,141,142],"api skill","zerion api skill",{"skillNo":155,"name":156,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":162,"publishedAt":42},"01M6Q5QW17QW98RA3FE45E4RD8","zerion-api-mcp","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-mcp\u002FSKILL.md",[159,160,161],{"categoryNo":118,"categoryName":119,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":122,"categoryName":123,"taxonomyType":124,"taxonomyTypeDesc":125},[26,127,163,128,129,130,131,97,133,101,134,135,136,137,138,139,140,141,142],"zerion api mcp",{"skillNo":165,"name":166,"nameZh":6,"description":167,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":168,"categories":169,"keywords":173,"publishedAt":42},"01M6Q5QQYZB7A501BDEQWKGSJT","yahoo-finance-forex","Fetches real-time FOREX news and market data from Yahoo Finance for major currency pairs (EUR\u002FUSD, GBP\u002FUSD, USD\u002FJPY, etc.). Analyzes sentiment and provides trading context.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-forex\u002FSKILL.md",[170],{"categoryNo":171,"categoryName":172,"taxonomyType":124,"taxonomyTypeDesc":125},"01JBSEEDCAT000000000000040","财务",[174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,25],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data",{"skillNo":194,"name":195,"nameZh":6,"description":196,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":197,"categories":198,"keywords":200,"publishedAt":42},"01M6Q5QM6VS84WZVM7BKXXPF32","yahoo-finance","This skill should be used when the user asks to \"get stock prices\", \"check stock quotes\", \"look up earnings\", \"get financial data\", \"find trending stocks\", or needs stock market data from Yahoo Finance.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-cli\u002FSKILL.md",[199],{"categoryNo":171,"categoryName":172,"taxonomyType":124,"taxonomyTypeDesc":125},[174,175,177,201,202,203,204,205,206,185,207,208,209,210,211,212,213,214,142,192],"cli","homebrew","find","check","brew","up","local","get","stock","link","trending","sf","quotes","ln"]