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Ensures OpenClaw skills.md format works with both nanobot and overstory. Loads skills, registers tools, maps between systems.

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High Signal

Ensures OpenClaw skills.md format works with both nanobot and overstory. Loads skills, registers tools, maps between systems.

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Install for OpenClaw

Known item issue.

This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.

Quick setup
  1. Open the source page and confirm the package flow manually.
  2. Review SKILL.md if you can obtain the files.
  3. Treat this source as manual setup until the download is verified.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Manual review
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
SKILL.md, _meta.json, scripts/skill_loader.py, scripts/tool_registry.py

Validation

  • Open the source listing and confirm there is a real package or setup artifact available.
  • Review SKILL.md before asking your agent to continue.
  • Treat this source as manual setup until the upstream download flow is fixed.

Install with your agent

Agent handoff

Use the source page and any available docs to guide the install because the item currently does not return a direct package file.

  1. Open the source page via Open source listing.
  2. If you can obtain the package, extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the source page and extracted files.
New install

I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required.

Upgrade existing

I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.0.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 13 sections Open source page

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

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ skill_loader.py │─────▢│ SkillLoader │──▢ Parses SKILL.md + _meta.json β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β–Ό β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ tool_registry.py │─────▢│ ToolRegistry │──▢ Unified tool catalog β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β–Ό β–Ό β–Ό nanobot overstory Ollama format format format skill_loader.py β€” Discovers skills directories, parses YAML frontmatter from SKILL.md files, extracts tool definitions from _meta.json, returns structured SkillDefinition objects. tool_registry.py β€” 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 β€” 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": {...}}}]

Category context

Code helpers, APIs, CLIs, browser automation, testing, and developer operations.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
2 Scripts1 Docs1 Config
  • SKILL.md Primary doc
  • scripts/skill_loader.py Scripts
  • scripts/tool_registry.py Scripts
  • _meta.json Config