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...

Security Scan

The skill does what it says: it scrapes public ClawHub/topclawhubskills pages for publisher and per-skill metrics and does not request secrets or install external code.

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.

Assessment

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.

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

1. Run the bundled script:

python3 skills/clawhub-publisher-stats/scripts/fetch_clawhub_publisher_stats.py --user <handle> --limit 20 --format markdown

2. Use --include-skill-pages when the user needs per-skill install counts or comment counts:

python3 skills/clawhub-publisher-stats/scripts/fetch_clawhub_publisher_stats.py --user <handle> --limit 20 --include-skill-pages --format markdown

3. Use --format json when 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.md only if you need to explain where the numbers come from.