{
  "schemaVersion": "1.0",
  "item": {
    "slug": "skills-compat",
    "name": "Skills Compat",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/RuneweaverStudios/skills-compat",
    "canonicalUrl": "https://clawhub.ai/RuneweaverStudios/skills-compat",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/skills-compat",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=skills-compat",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "_meta.json",
      "scripts/skill_loader.py",
      "scripts/tool_registry.py"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-07T17:22:31.273Z",
      "expiresAt": "2026-05-14T17:22:31.273Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=afrexai-annual-report",
        "contentDisposition": "attachment; filename=\"afrexai-annual-report-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/skills-compat"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/skills-compat",
    "agentPageUrl": "https://openagent3.xyz/skills/skills-compat/agent",
    "manifestUrl": "https://openagent3.xyz/skills/skills-compat/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/skills-compat/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "Description",
        "body": "Ensures the OpenClaw SKILL.md format works seamlessly across nanobot, overstory, and Ollama. Discovers and loads skills, parses frontmatter, builds a unified tool registry, and exports tool definitions in each system's native format."
      },
      {
        "title": "Architecture",
        "body": "┌─────────────────┐      ┌───────────────┐\n│  skill_loader.py │─────▶│ SkillLoader   │──▶ Parses SKILL.md + _meta.json\n└─────────────────┘      └───────────────┘\n         │\n         ▼\n┌─────────────────┐      ┌───────────────┐\n│ tool_registry.py │─────▶│ ToolRegistry  │──▶ Unified tool catalog\n└─────────────────┘      └───────────────┘\n                                │\n                    ┌───────────┼───────────┐\n                    ▼           ▼           ▼\n               nanobot      overstory     Ollama\n               format       format       format\n\nskill_loader.py — Discovers skills directories, parses YAML frontmatter from SKILL.md files, extracts tool definitions from _meta.json, returns structured SkillDefinition objects.\ntool_registry.py — Singleton tool registry. Registers tools from skills, MCP servers, or manual definitions. Exports the full catalog in nanobot, overstory, or Ollama JSON-schema format."
      },
      {
        "title": "Requirements",
        "body": "Python 3.9+\nNo external dependencies (stdlib only — uses json, sqlite3, pathlib, re for YAML-subset parsing)"
      },
      {
        "title": "Discover skills",
        "body": "python3 scripts/skill_loader.py discover --dir /path/to/skills --json"
      },
      {
        "title": "Load a single skill",
        "body": "python3 scripts/skill_loader.py load --skill /path/to/skills/agent-swarm --json"
      },
      {
        "title": "List registered tools",
        "body": "python3 scripts/tool_registry.py list --json\npython3 scripts/tool_registry.py list --capability code --json"
      },
      {
        "title": "Export tool definitions",
        "body": "python3 scripts/tool_registry.py export --format nanobot\npython3 scripts/tool_registry.py export --format overstory\npython3 scripts/tool_registry.py export --format ollama"
      },
      {
        "title": "Register tools from a skill",
        "body": "python3 scripts/tool_registry.py register --skill agent-swarm --dir /path/to/skills"
      },
      {
        "title": "Usage as Python Module",
        "body": "from skill_loader import SkillLoader\nfrom tool_registry import ToolRegistry\n\nloader = SkillLoader()\nloader.load_all(\"/path/to/skills\")\n\nskill = loader.get_skill(\"agent-swarm\")\nprint(skill.name, skill.version, skill.tools)\n\nregistry = ToolRegistry.instance()\nregistry.register_skill_tools(\"agent-swarm\", \"/path/to/skills\")\n\nfor tool in registry.list_tools():\n    print(tool[\"name\"], tool[\"skill\"])\n\nnanobot_tools = registry.export_for_nanobot()\noverstory_tools = registry.export_for_overstory()\nollama_tools = registry.export_for_ollama()"
      },
      {
        "title": "Skill Definition Format",
        "body": "Skills are discovered by looking for directories containing a SKILL.md file. The frontmatter block (between --- delimiters) is parsed as key-value pairs:\n\n---\nname: my-skill\ndisplayName: My Skill\ndescription: What this skill does\nversion: 1.0.0\n---\n\nIf a _meta.json file exists alongside SKILL.md, tool names and additional metadata are extracted from it."
      },
      {
        "title": "nanobot",
        "body": "[{\"name\": \"tool_name\", \"skill\": \"skill-name\", \"description\": \"...\", \"parameters\": {...}}]"
      },
      {
        "title": "overstory",
        "body": "[{\"tool\": \"tool_name\", \"source_skill\": \"skill-name\", \"description\": \"...\", \"input_schema\": {...}}]"
      },
      {
        "title": "Ollama",
        "body": "[{\"type\": \"function\", \"function\": {\"name\": \"tool_name\", \"description\": \"...\", \"parameters\": {...}}}]"
      }
    ],
    "body": "Skills Compatibility Layer\nDescription\n\nEnsures the OpenClaw SKILL.md format works seamlessly across nanobot, overstory, and Ollama. Discovers and loads skills, parses frontmatter, builds a unified tool registry, and exports tool definitions in each system's native format.\n\nArchitecture\n┌─────────────────┐      ┌───────────────┐\n│  skill_loader.py │─────▶│ SkillLoader   │──▶ Parses SKILL.md + _meta.json\n└─────────────────┘      └───────────────┘\n         │\n         ▼\n┌─────────────────┐      ┌───────────────┐\n│ tool_registry.py │─────▶│ ToolRegistry  │──▶ Unified tool catalog\n└─────────────────┘      └───────────────┘\n                                │\n                    ┌───────────┼───────────┐\n                    ▼           ▼           ▼\n               nanobot      overstory     Ollama\n               format       format       format\n\nskill_loader.py — Discovers skills directories, parses YAML frontmatter from SKILL.md files, extracts tool definitions from _meta.json, returns structured SkillDefinition objects.\ntool_registry.py — Singleton tool registry. Registers tools from skills, MCP servers, or manual definitions. Exports the full catalog in nanobot, overstory, or Ollama JSON-schema format.\nRequirements\nPython 3.9+\nNo external dependencies (stdlib only — uses json, sqlite3, pathlib, re for YAML-subset parsing)\nCommands\nDiscover skills\npython3 scripts/skill_loader.py discover --dir /path/to/skills --json\n\nLoad a single skill\npython3 scripts/skill_loader.py load --skill /path/to/skills/agent-swarm --json\n\nList registered tools\npython3 scripts/tool_registry.py list --json\npython3 scripts/tool_registry.py list --capability code --json\n\nExport tool definitions\npython3 scripts/tool_registry.py export --format nanobot\npython3 scripts/tool_registry.py export --format overstory\npython3 scripts/tool_registry.py export --format ollama\n\nRegister tools from a skill\npython3 scripts/tool_registry.py register --skill agent-swarm --dir /path/to/skills\n\nUsage as Python Module\nfrom skill_loader import SkillLoader\nfrom tool_registry import ToolRegistry\n\nloader = SkillLoader()\nloader.load_all(\"/path/to/skills\")\n\nskill = loader.get_skill(\"agent-swarm\")\nprint(skill.name, skill.version, skill.tools)\n\nregistry = ToolRegistry.instance()\nregistry.register_skill_tools(\"agent-swarm\", \"/path/to/skills\")\n\nfor tool in registry.list_tools():\n    print(tool[\"name\"], tool[\"skill\"])\n\nnanobot_tools = registry.export_for_nanobot()\noverstory_tools = registry.export_for_overstory()\nollama_tools = registry.export_for_ollama()\n\nSkill Definition Format\n\nSkills are discovered by looking for directories containing a SKILL.md file. The frontmatter block (between --- delimiters) is parsed as key-value pairs:\n\n---\nname: my-skill\ndisplayName: My Skill\ndescription: What this skill does\nversion: 1.0.0\n---\n\n\nIf a _meta.json file exists alongside SKILL.md, tool names and additional metadata are extracted from it.\n\nExport Formats\nnanobot\n[{\"name\": \"tool_name\", \"skill\": \"skill-name\", \"description\": \"...\", \"parameters\": {...}}]\n\noverstory\n[{\"tool\": \"tool_name\", \"source_skill\": \"skill-name\", \"description\": \"...\", \"input_schema\": {...}}]\n\nOllama\n[{\"type\": \"function\", \"function\": {\"name\": \"tool_name\", \"description\": \"...\", \"parameters\": {...}}}]"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/RuneweaverStudios/skills-compat",
    "publisherUrl": "https://clawhub.ai/RuneweaverStudios/skills-compat",
    "owner": "RuneweaverStudios",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/skills-compat",
    "downloadUrl": "https://openagent3.xyz/downloads/skills-compat",
    "agentUrl": "https://openagent3.xyz/skills/skills-compat/agent",
    "manifestUrl": "https://openagent3.xyz/skills/skills-compat/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/skills-compat/agent.md"
  }
}