skill-finder（技能查找器）

Skill Finder

Discover and install agent skills from two complementary sources:

Always search both sources — they overlap but each has unique skills.

Workflow

1. Search

ClawHub — semantic search understands intent ("manage my tasks" finds todo skills):

npx clawhub search "<query>" --limit 10

AgentSkill.work — keyword search with filters:

# By keyword
curl -s "https://agentskill.work/api/skills?q=<query>&limit=10&sort=stars"

# By topic (GitHub topic tag)
curl -s "https://agentskill.work/api/skills?topic=<topic>&limit=10&sort=stars"

# By language
curl -s "https://agentskill.work/api/skills?language=Python&limit=10&sort=stars"

# Combined filters
curl -s "https://agentskill.work/api/skills?q=<query>&topic=<topic>&language=<lang>&limit=10&sort=stars"

Parse results with:

curl -s "<url>" | python3 -c "
import sys, json
data = json.load(sys.stdin)
print(f'Found {data[\"total\"]} skills:')
for s in data['items']:
    desc = s.get('description') or ''
    print(f'  {s[\"full_name\"]}  ★{s[\"stars\"]}  {desc[:80]}')
"

AgentSkill.work API Reference

Query parameters for /api/skills:

2. Present Results

Merge results from both sources into a single list. For each skill show:

• Name — slug (ClawHub) or owner/repo (AgentSkill.work)
• Description — one line
• Stars / Downloads — when available
• Source — ClawHub / AgentSkill.work / both
• Install command

Use a numbered list or compact table. If the user speaks Chinese, prefer description_zh or summary_zh from AgentSkill.work.

3. Inspect Before Installing

Get details on a skill before committing:

# ClawHub — metadata, stats, owner
npx clawhub inspect <slug> --json

# ClawHub — see what files are included
npx clawhub inspect <slug> --files

# ClawHub — read a specific file
npx clawhub inspect <slug> --file SKILL.md

# AgentSkill.work — full detail with features, use cases
curl -s "https://agentskill.work/api/skills/<owner>/<repo>"

4. Install

From ClawHub (preferred — versioned, validated):

npx clawhub install <slug>

Add --force to overwrite an existing installation.

From GitHub (when only on AgentSkill.work):

cd skills/
git clone <html_url> <skill-name>

After cloning, verify SKILL.md exists. If missing, the repo may not be a proper agent skill.

5. Verify

openclaw skills list 2>&1 | grep -i "<skill-name>"
openclaw skills check  # shows ready vs missing requirements

New skills are picked up on the next session — no restart needed.

Browse & Explore

# ClawHub trending / most downloaded
npx clawhub explore --sort trending --limit 10
npx clawhub explore --sort downloads --limit 10

# AgentSkill.work — discover topics
curl -s "https://agentskill.work/api/facets/topics?limit=20"

# AgentSkill.work — browse a topic
curl -s "https://agentskill.work/api/skills?topic=mcp&sort=stars&limit=10"

Tips

• ClawHub search is semantic — "send notifications to my phone" finds push-notification skills even if those words aren't in the name.
• AgentSkill.work has bilingual metadata — description_zh, summary_zh, key_features_zh for Chinese descriptions.
• Many skills exist in both — when a skill appears on both ClawHub and AgentSkill.work, prefer installing from ClawHub (versioned, cleaner packaging).
• Related skills — after finding one skill, check /api/skills/{owner}/{repo}/related to discover similar ones.
• No skill found? Help the user directly, then suggest creating a skill with npx clawhub publish or the skill-creator skill.