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Install in OpenClaw
/install clawhub-publisher-stats
Description
Fetch live ClawHub publisher metrics for a specific user, including published skills, author rank, total downloads, stars, current installs, all-time install...
README (SKILL.md)
ClawHub Publisher Stats
Use this skill when the user wants marketplace data for a ClawHub publisher.
Common trigger phrases:
- 查某个用户发布了哪些 skill
- 查作者数据 / 查发布者数据
- 看某个 ClawHub 用户的安装量、下载量、星标
- 统计这个作者的 skills 表现
- 分析这个发布者的 marketplace performance
- fetch ClawHub publisher stats
- show this creator's skills and metrics
- get install/download/star counts for an author's skills
Workflow
- Run the bundled script:
python3 skills/clawhub-publisher-stats/scripts/fetch_clawhub_publisher_stats.py --user \x3Chandle> --limit 20 --format markdown
- Use
--include-skill-pageswhen the user needs per-skill install counts or comment counts:
python3 skills/clawhub-publisher-stats/scripts/fetch_clawhub_publisher_stats.py --user \x3Chandle> --limit 20 --include-skill-pages --format markdown
- Use
--format jsonwhen the user wants machine-readable output.
Output Rules
- Always report the author aggregate block first when available:
- rank
- published skill count
- total downloads
- total stars
- Then report per-skill metrics for the returned skills.
- Call out source limitations explicitly:
- the searchable API may return fewer skills than the aggregate author total
- ClawHub public pages expose stars and comments, but may not expose a separate user rating field
- If skill-page fetches fail for some rows, keep the search API values and mark install/comment fields as unavailable.
Notes
- Data is fetched live from public pages on each run.
- The script filters results to the exact publisher handle to avoid mixed search matches.
- Read
references/sources.mdonly if you need to explain where the numbers come from.
Usage Guidance
This skill is coherent and the included Python script is readable: if you plan to use it, review the script to confirm it meets your policies, avoid running it as a privileged user, and be aware it scrapes public pages (multiple concurrent requests may trigger rate limits). If you operate in an environment with restricted outbound network access, ensure calls to topclawhubskills.com and clawhub.ai are acceptable. Otherwise there are no signals that it exfiltrates secrets or performs unrelated actions.
Capability Analysis
Type: OpenClaw Skill
Name: clawhub-publisher-stats
Version: 1.0.1
The skill is a legitimate tool for fetching and aggregating public marketplace metrics for ClawHub publishers. The Python script (fetch_clawhub_publisher_stats.py) uses standard libraries to scrape data from topclawhubskills.com and clawhub.ai, employing safe practices such as URL encoding and structured argument parsing without any signs of malicious intent, data exfiltration, or command injection.
Capability Assessment
Purpose & Capability
Name/description match the included script and instructions. The bundled Python script fetches Top Authors and per-skill pages from the public sites the SKILL.md and references list; nothing in the code asks for unrelated services or credentials.
Instruction Scope
SKILL.md instructs the agent to run the bundled script with flags and to read the included references for sources. The script only performs HTTP GETs to topclawhubskills.com and clawhub.ai, parses HTML/JSON, and returns aggregated results. It does not read local files, environment variables, or send data to unexpected external endpoints.
Install Mechanism
No install spec; the skill is instruction + a local Python script. No downloads or archive extraction are performed. This is low-risk for install-time code execution because the code is bundled and visible for review.
Credentials
The skill declares no required environment variables, credentials, or config paths and the runtime code does not access any secrets or system configuration. Network access is limited to the documented public endpoints.
Persistence & Privilege
The skill is not always-enabled and uses normal agent invocation. It does not modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install clawhub-publisher-stats - After installation, invoke the skill by name or use
/clawhub-publisher-stats - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Expand Chinese and English trigger phrases for auto-activation.
v1.0.0
Initial release of clawhub-publisher-stats:
- Fetches live ClawHub publisher metrics including rank, skill count, downloads, stars, installs, comments, and per-skill breakdowns.
- Supports both author-level and per-skill reporting for marketplace performance.
- Output can be formatted as markdown or JSON.
- Handles API and source limitations transparently by marking unavailable fields and explaining result constraints.
- Filters results precisely to the specified publisher handle.
Metadata
Frequently Asked Questions
What is ClawHub Publisher Stats?
Fetch live ClawHub publisher metrics for a specific user, including published skills, author rank, total downloads, stars, current installs, all-time install... It is an AI Agent Skill for Claude Code / OpenClaw, with 118 downloads so far.
How do I install ClawHub Publisher Stats?
Run "/install clawhub-publisher-stats" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is ClawHub Publisher Stats free?
Yes, ClawHub Publisher Stats is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does ClawHub Publisher Stats support?
ClawHub Publisher Stats is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created ClawHub Publisher Stats?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.1.
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