# Send Skills Compat to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- 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.
## Suggested prompts
### New install

```text
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.
```
### Upgrade existing

```text
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.
```
## Machine-readable fields
```json
{
  "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": {
    "downloadUrl": "/downloads/skills-compat",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=skills-compat",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "_meta.json",
      "scripts/skill_loader.py",
      "scripts/tool_registry.py"
    ],
    "downloadMode": "redirect",
    "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."
      ]
    }
  },
  "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"
  }
}
```
## Documentation

### Description

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.

### Architecture

┌─────────────────┐      ┌───────────────┐
│  skill_loader.py │─────▶│ SkillLoader   │──▶ Parses SKILL.md + _meta.json
└─────────────────┘      └───────────────┘
         │
         ▼
┌─────────────────┐      ┌───────────────┐
│ tool_registry.py │─────▶│ ToolRegistry  │──▶ Unified tool catalog
└─────────────────┘      └───────────────┘
                                │
                    ┌───────────┼───────────┐
                    ▼           ▼           ▼
               nanobot      overstory     Ollama
               format       format       format

skill_loader.py — Discovers skills directories, parses YAML frontmatter from SKILL.md files, extracts tool definitions from _meta.json, returns structured SkillDefinition objects.
tool_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.

### Requirements

Python 3.9+
No external dependencies (stdlib only — uses json, sqlite3, pathlib, re for YAML-subset parsing)

### Discover skills

python3 scripts/skill_loader.py discover --dir /path/to/skills --json

### Load a single skill

python3 scripts/skill_loader.py load --skill /path/to/skills/agent-swarm --json

### List registered tools

python3 scripts/tool_registry.py list --json
python3 scripts/tool_registry.py list --capability code --json

### Export tool definitions

python3 scripts/tool_registry.py export --format nanobot
python3 scripts/tool_registry.py export --format overstory
python3 scripts/tool_registry.py export --format ollama

### Register tools from a skill

python3 scripts/tool_registry.py register --skill agent-swarm --dir /path/to/skills

### Usage as Python Module

from skill_loader import SkillLoader
from tool_registry import ToolRegistry

loader = SkillLoader()
loader.load_all("/path/to/skills")

skill = loader.get_skill("agent-swarm")
print(skill.name, skill.version, skill.tools)

registry = ToolRegistry.instance()
registry.register_skill_tools("agent-swarm", "/path/to/skills")

for tool in registry.list_tools():
    print(tool["name"], tool["skill"])

nanobot_tools = registry.export_for_nanobot()
overstory_tools = registry.export_for_overstory()
ollama_tools = registry.export_for_ollama()

### Skill Definition Format

Skills are discovered by looking for directories containing a SKILL.md file. The frontmatter block (between --- delimiters) is parsed as key-value pairs:

---
name: my-skill
displayName: My Skill
description: What this skill does
version: 1.0.0
---

If a _meta.json file exists alongside SKILL.md, tool names and additional metadata are extracted from it.

### nanobot

[{"name": "tool_name", "skill": "skill-name", "description": "...", "parameters": {...}}]

### overstory

[{"tool": "tool_name", "source_skill": "skill-name", "description": "...", "input_schema": {...}}]

### Ollama

[{"type": "function", "function": {"name": "tool_name", "description": "...", "parameters": {...}}}]
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: RuneweaverStudios
- Version: 1.0.0
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-05-07T17:22:31.273Z
- Expires at: 2026-05-14T17:22:31.273Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/skills-compat)
- [Send to Agent page](https://openagent3.xyz/skills/skills-compat/agent)
- [JSON manifest](https://openagent3.xyz/skills/skills-compat/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/skills-compat/agent.md)
- [Download page](https://openagent3.xyz/downloads/skills-compat)