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Skill Search

Find and retrieve available skills using keyword search, semantic search, or LLM-powered task matching. Use when the agent needs to discover, search, or inte...

skill openclawclawhub Free
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High Signal

Find and retrieve available skills using keyword search, semantic search, or LLM-powered task matching. Use when the agent needs to discover, search, or inte...

โฌ‡ 0 downloads โ˜… 0 stars Unverified but indexed

Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

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

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
README.md, SKILL.md, index/skills_index.json, scripts/embeddings.py, scripts/skill_search.py

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.1.0

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

Skill Search V1.1

Find skills using keyword, semantic, or AI-powered task matching.

Overview

This skill provides three search modes: Keyword Search (Fast BM25) โ€” Match skill names and descriptions Semantic Search (Embeddings) โ€” Find skills by meaning/concept similarity LLM Task Matching (AI-powered) โ€” Describe your task, get skill recommendations

When to Use

Before starting a new task โ€” check if a relevant skill exists When user asks for capabilities โ€” "what can you do with PDFs?" To avoid context bloat โ€” find the right skill first, then load only that one When unsure which skill applies โ€” use semantic or LLM matching for fuzzy matches

1. Keyword Search (Fast)

./scripts/skill_search.py keyword "weather" ./scripts/skill_search.py keyword "pdf" ./scripts/skill_search.py keyword "image generation"

2. Semantic Search (Meaning-based)

./scripts/skill_search.py semantic "automate web browsing" ./scripts/skill_search.py semantic "create images with AI" ./scripts/skill_search.py semantic "search my past conversations"

3. LLM Task Matching (AI-powered)

./scripts/skill_search.py suggest "I need to transcribe a podcast episode" ./scripts/skill_search.py suggest "Help me generate product photos" ./scripts/skill_search.py suggest "Search through my old emails"

4. List All Skills

./scripts/skill_search.py list

Usage Pattern

Search: Find skills matching your need (keyword/semantic/LLM) Preview: Read SKILL.md metadata (description, triggers) Load: If it's the right skill, read full body and execute

Example Workflows

User: "I need to generate some images" Agent: Uses semantic search ./scripts/skill_search.py semantic "generate images AI" Output: Top matches (semantic): 1. openai-image-gen (0.87) โ€” Batch-generate images via OpenAI Images API 2. browser (0.65) โ€” Control web browser via Playwright Agent: Reads SKILL.md, confirms fit, executes User: "What skill should I use for transcribing audio?" Agent: Uses LLM suggest ./scripts/skill_search.py suggest "transcribe audio" Output: Recommended skills for "transcribe audio": 1. openai-whisper-api โ€” Transcribe audio via OpenAI Audio Transcriptions API (Whisper) Confidence: High Reason: Task explicitly matches skill purpose 2. sag โ€” ElevenLabs text-to-speech (inverse operation, may be related) Confidence: Low Reason: Related to audio processing but output not input

Search Index

The skill maintains a local search index at: ~/.openclaw/workspace/skills/skill-search/index/skills_index.json โ€” Skill metadata ~/.openclaw/workspace/skills/skill-search/index/embeddings.json โ€” Semantic embeddings (lazy-loaded) Indexing happens automatically on first semantic search if no index exists. Force reindex: ./scripts/skill_search.py index

scripts/

skill_search.py โ€” Main search interface (keyword/semantic/LLM) indexer.py โ€” Build/update search index embeddings.py โ€” Embedding generation (local miniLM)

index/

skills_index.json โ€” Searchable skill metadata embeddings_cache.json โ€” Pre-computed embeddings for semantic search

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 Docs2 Scripts1 Config
  • SKILL.md Primary doc
  • README.md Docs
  • scripts/embeddings.py Scripts
  • scripts/skill_search.py Scripts
  • index/skills_index.json Config