[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FV82C4NVS0ARBC4MMEXK10":3,"skill-same:01M6FV82C4NVS0ARBC4MMEXK10":74},{"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":17,"publishedAt":37,"linkOnly":38,"markdownContent":39,"markdownBody":40,"frontMatter":41,"refName":43,"commitSha":44,"skillDirectory":45,"forksCount":46,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":49,"install":50,"resources":63},"01M6FV82C4NVS0ARBC4MMEXK10","comanda",null,"Generate, visualize, and execute declarative AI pipelines using the comanda CLI. Use when creating LLM workflows from natural language, viewing workflow charts, editing YAML workflow files, or processing\u002Frunning comanda workflows. Supports multi-model orchestration (OpenAI, Anthropic, Google, Ollama, Claude Code, Gemini CLI, Codex).","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fkris-hansen\u002Fcomanda\u002FSKILL.md",[],[5,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36],"Charts","multi","processing","natural language","files","use","editing","ollama","model","cli","yaml","code","generate","workflows","workflow","orchestration","codex","visualize","gemini","2026-11-10 10:12:30",false,"---\nname: comanda\nversion: 1.0.0\ndescription: Generate, visualize, and execute declarative AI pipelines using the comanda CLI. Use when creating LLM workflows from natural language, viewing workflow charts, editing YAML workflow files, or processing\u002Frunning comanda workflows. Supports multi-model orchestration (OpenAI, Anthropic, Google, Ollama, Claude Code, Gemini CLI, Codex).\n---\n\n# Comanda - Declarative AI Pipelines\n\nComanda defines LLM workflows in YAML and runs them from the command line. Workflows can chain multiple AI models, run steps in parallel, and pipe data through processing stages.\n\n## Installation\n\n```bash\n# macOS\nbrew install kris-hansen\u002Fcomanda\u002Fcomanda\n\n# Or via Go\ngo install github.com\u002Fkris-hansen\u002Fcomanda@latest\n```\n\nThen configure API keys:\n```bash\ncomanda configure\n```\n\n## Commands\n\n### Generate a Workflow\n\nCreate a workflow YAML from natural language:\n\n```bash\ncomanda generate \u003Coutput.yaml> \"\u003Cprompt>\"\n\n# Examples\ncomanda generate summarize.yaml \"Create a workflow that summarizes text input\"\ncomanda generate review.yaml \"Analyze code for bugs, then suggest fixes\" -m claude-sonnet-4-20250514\n```\n\n### Visualize a Workflow\n\nDisplay ASCII chart of workflow structure:\n\n```bash\ncomanda chart \u003Cworkflow.yaml>\ncomanda chart workflow.yaml --verbose\n```\n\nShows step relationships, models used, input\u002Foutput chains, and validity.\n\n### Process\u002FExecute a Workflow\n\nRun a workflow file:\n\n```bash\ncomanda process \u003Cworkflow.yaml>\n\n# With input\ncat file.txt | comanda process analyze.yaml\necho \"Design a REST API\" | comanda process multi-agent.yaml\n\n# Multiple workflows\ncomanda process step1.yaml step2.yaml step3.yaml\n```\n\n### View\u002FEdit Workflows\n\nWorkflow files are YAML. Read them directly to understand or modify:\n\n```bash\ncat workflow.yaml\n```\n\n## Workflow YAML Format\n\n### Basic Step\n\n```yaml\nstep_name:\n  input: STDIN | NA | filename | $VARIABLE\n  model: gpt-4o | claude-sonnet-4-20250514 | gemini-pro | ollama\u002Fllama2 | claude-code | gemini-cli\n  action: \"Instruction for the model\"\n  output: STDOUT | filename | $VARIABLE\n```\n\n### Parallel Execution\n\n```yaml\nparallel-process:\n  analysis-one:\n    input: STDIN\n    model: claude-sonnet-4-20250514\n    action: \"Analyze for security issues\"\n    output: $SECURITY\n\n  analysis-two:\n    input: STDIN\n    model: gpt-4o\n    action: \"Analyze for performance\"\n    output: $PERF\n```\n\n### Chained Steps\n\n```yaml\nextract:\n  input: document.pdf\n  model: gpt-4o\n  action: \"Extract key points\"\n  output: $POINTS\n\nsummarize:\n  input: $POINTS\n  model: claude-sonnet-4-20250514\n  action: \"Create executive summary\"\n  output: STDOUT\n```\n\n### Generate + Process (Meta-workflows)\n\n```yaml\ncreate_workflow:\n  input: NA\n  generate:\n    model: gpt-4o\n    action: \"Create a workflow that analyzes sentiment\"\n    output: generated.yaml\n\nrun_it:\n  input: NA\n  process:\n    workflow_file: generated.yaml\n```\n\n## Available Models\n\nRun `comanda configure` to set up API keys. Common models:\n\n| Provider | Models |\n|----------|--------|\n| OpenAI | `gpt-4o`, `gpt-4o-mini`, `o1`, `o1-mini` |\n| Anthropic | `claude-sonnet-4-20250514`, `claude-opus-4-20250514` |\n| Google | `gemini-pro`, `gemini-flash` |\n| Ollama | `ollama\u002Fllama2`, `ollama\u002Fmistral`, etc. |\n| Agentic | `claude-code`, `gemini-cli`, `openai-codex` |\n\n## Examples Location\n\nSee `~\u002Fclawd\u002Fcomanda\u002Fexamples\u002F` for workflow samples:\n- `agentic-loop\u002F` - Autonomous agent patterns\n- `claude-code\u002F` - Claude Code integration\n- `gemini-cli\u002F` - Gemini CLI workflows\n- `document-processing\u002F` - PDF, text extraction\n- `database-connections\u002F` - DB query workflows\n\n## Troubleshooting\n\n- **\"model not configured\"**: Run `comanda configure` to add API keys\n- **Workflow validation errors**: Use `comanda chart workflow.yaml` to visualize and check validity\n- **Debug mode**: Add `--debug` flag for verbose logging\n","# Comanda - Declarative AI Pipelines\n\nComanda defines LLM workflows in YAML and runs them from the command line. Workflows can chain multiple AI models, run steps in parallel, and pipe data through processing stages.\n\n## Installation\n\n```bash\n# macOS\nbrew install kris-hansen\u002Fcomanda\u002Fcomanda\n\n# Or via Go\ngo install github.com\u002Fkris-hansen\u002Fcomanda@latest\n```\n\nThen configure API keys:\n```bash\ncomanda configure\n```\n\n## Commands\n\n### Generate a Workflow\n\nCreate a workflow YAML from natural language:\n\n```bash\ncomanda generate \u003Coutput.yaml> \"\u003Cprompt>\"\n\n# Examples\ncomanda generate summarize.yaml \"Create a workflow that summarizes text input\"\ncomanda generate review.yaml \"Analyze code for bugs, then suggest fixes\" -m claude-sonnet-4-20250514\n```\n\n### Visualize a Workflow\n\nDisplay ASCII chart of workflow structure:\n\n```bash\ncomanda chart \u003Cworkflow.yaml>\ncomanda chart workflow.yaml --verbose\n```\n\nShows step relationships, models used, input\u002Foutput chains, and validity.\n\n### Process\u002FExecute a Workflow\n\nRun a workflow file:\n\n```bash\ncomanda process \u003Cworkflow.yaml>\n\n# With input\ncat file.txt | comanda process analyze.yaml\necho \"Design a REST API\" | comanda process multi-agent.yaml\n\n# Multiple workflows\ncomanda process step1.yaml step2.yaml step3.yaml\n```\n\n### View\u002FEdit Workflows\n\nWorkflow files are YAML. Read them directly to understand or modify:\n\n```bash\ncat workflow.yaml\n```\n\n## Workflow YAML Format\n\n### Basic Step\n\n```yaml\nstep_name:\n  input: STDIN | NA | filename | $VARIABLE\n  model: gpt-4o | claude-sonnet-4-20250514 | gemini-pro | ollama\u002Fllama2 | claude-code | gemini-cli\n  action: \"Instruction for the model\"\n  output: STDOUT | filename | $VARIABLE\n```\n\n### Parallel Execution\n\n```yaml\nparallel-process:\n  analysis-one:\n    input: STDIN\n    model: claude-sonnet-4-20250514\n    action: \"Analyze for security issues\"\n    output: $SECURITY\n\n  analysis-two:\n    input: STDIN\n    model: gpt-4o\n    action: \"Analyze for performance\"\n    output: $PERF\n```\n\n### Chained Steps\n\n```yaml\nextract:\n  input: document.pdf\n  model: gpt-4o\n  action: \"Extract key points\"\n  output: $POINTS\n\nsummarize:\n  input: $POINTS\n  model: claude-sonnet-4-20250514\n  action: \"Create executive summary\"\n  output: STDOUT\n```\n\n### Generate + Process (Meta-workflows)\n\n```yaml\ncreate_workflow:\n  input: NA\n  generate:\n    model: gpt-4o\n    action: \"Create a workflow that analyzes sentiment\"\n    output: generated.yaml\n\nrun_it:\n  input: NA\n  process:\n    workflow_file: generated.yaml\n```\n\n## Available Models\n\nRun `comanda configure` to set up API keys. Common models:\n\n| Provider | Models |\n|----------|--------|\n| OpenAI | `gpt-4o`, `gpt-4o-mini`, `o1`, `o1-mini` |\n| Anthropic | `claude-sonnet-4-20250514`, `claude-opus-4-20250514` |\n| Google | `gemini-pro`, `gemini-flash` |\n| Ollama | `ollama\u002Fllama2`, `ollama\u002Fmistral`, etc. |\n| Agentic | `claude-code`, `gemini-cli`, `openai-codex` |\n\n## Examples Location\n\nSee `~\u002Fclawd\u002Fcomanda\u002Fexamples\u002F` for workflow samples:\n- `agentic-loop\u002F` - Autonomous agent patterns\n- `claude-code\u002F` - Claude Code integration\n- `gemini-cli\u002F` - Gemini CLI workflows\n- `document-processing\u002F` - PDF, text extraction\n- `database-connections\u002F` - DB query workflows\n\n## Troubleshooting\n\n- **\"model not configured\"**: Run `comanda configure` to add API keys\n- **Workflow validation errors**: Use `comanda chart workflow.yaml` to visualize and check validity\n- **Debug mode**: Add `--debug` flag for verbose logging\n",{"name":5,"version":42,"description":7},"1.0.0","main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Fkris-hansen\u002Fcomanda",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":51,"prompt":61,"zipAvailable":62},[52,55,58],{"tool":53,"command":54},"npx","npx skills add kbarbel640-del\u002Fskills --skill comanda",{"tool":56,"command":57},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill comanda",{"tool":59,"command":60},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill comanda","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fkris-hansen\u002Fcomanda\u002FSKILL.md",true,[64,70],{"path":65,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":68,"sourceHtmlUrl":69},"_meta.json","REFERENCE","参考文档",449,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fkris-hansen\u002Fcomanda\u002F_meta.json",{"path":71,"resourceType":66,"resourceTypeDesc":67,"sizeBytes":72,"sourceHtmlUrl":73},"references\u002FWORKFLOW-SPEC.md",2666,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fkris-hansen\u002Fcomanda\u002Freferences\u002FWORKFLOW-SPEC.md",[75,106,134,155,161,181],{"skillNo":76,"name":77,"nameZh":6,"description":78,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":79,"categories":80,"keywords":86,"publishedAt":37},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[81],{"categoryNo":82,"categoryName":83,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":107,"name":108,"nameZh":6,"description":109,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":110,"categories":111,"keywords":117,"publishedAt":37},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[112],{"categoryNo":113,"categoryName":114,"taxonomyType":115,"taxonomyTypeDesc":116},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[118,89,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,94,23],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","strategy","headless","compete","submit","matchmaking",{"skillNo":135,"name":136,"nameZh":6,"description":137,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":138,"categories":139,"keywords":143,"publishedAt":37},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[140],{"categoryNo":141,"categoryName":142,"taxonomyType":115,"taxonomyTypeDesc":116},"01JBSEEDCAT000000000000021","资料检索与研究",[144,145,146,147,148,149,150,90,151,132,23,152,89,153,154],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":156,"name":136,"nameZh":6,"description":137,"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":160,"publishedAt":37},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[159],{"categoryNo":141,"categoryName":142,"taxonomyType":115,"taxonomyTypeDesc":116},[147,146,145,144,154,149,150,90,148,132,23,151,152,89,153],{"skillNo":162,"name":163,"nameZh":6,"description":164,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":165,"categories":166,"keywords":167,"publishedAt":37},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[168,169,170,171,172,173,174,175,176,177,178,179,180],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":182,"name":183,"nameZh":6,"description":184,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":185,"categories":186,"keywords":191,"publishedAt":37},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[187,188],{"categoryNo":113,"categoryName":114,"taxonomyType":115,"taxonomyTypeDesc":116},{"categoryNo":189,"categoryName":190,"taxonomyType":84,"taxonomyTypeDesc":85},"01JBSEEDCAT000000000000037","律师与法务",[192,193,194,195,90,196,197,43,198,152,199,200,201,202,203,103,204,205,206],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]