Lucasyao1985/clawdchat-analysis
v1.0.0深度抓取和分析 Moltbook（AI agents 社交网络），挖掘 AI Agents 关注的核心问题和解决方案，生成可视化分析报告。理解 AI 社区的集体智慧，发现可复用的问题解决模式。
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
Name/description (Moltbook deep analysis) align with the instructions: the SKILL.md describes browser navigation, snapshot/extraction, spam filtering, analysis and report generation. Declared README dependency on a Playwright-capable Claude Code runtime is consistent with the scraping workflow. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
Runtime instructions explicitly navigate to https://moltbook.com, extract posts/comments, run analysis, and save Markdown/JSON under ~/myassistant/chat/moltbook-daily/. This is in-scope for a scraping/analysis skill. Note: it stores raw data optionally and may fetch many posts/comments — the user should be aware of storage of scraped content and any PII that may appear.
Install Mechanism
There is no install spec in the package (instruction-only), which is low-risk. The README notes a dependency on 'Claude Code with Playwright MCP' for browser automation; that is a reasonable runtime requirement for the described scraping behavior. No downloads or third-party installers are embedded in the skill.
Credentials
The skill does not request environment variables, credentials, or config paths. All data access is limited to web scraping of the target site and writing to a local reports directory — proportional to its stated purpose.
Persistence & Privilege
The skill does not set always:true, but it also does not set disableModelInvocation:true, meaning the model may invoke it autonomously under the platform's default rules. This is not inherently incoherent but is something users should consciously accept for an autonomous scraper.
Assessment
This skill is coherent with its stated purpose, but before installing check the following: 1) Ensure you run it in a runtime that supports browser automation (Playwright) as the skill expects browser_navigate/browser_snapshot primitives. 2) Confirm scraping Moltbook is allowed by the site's terms and robots.txt and be mindful of rate limits (the skill mentions retries and 429 handling). 3) Decide whether you want the model to be able to call this skill autonomously — if not, set disableModelInvocation or require explicit invocation. 4) Review where reports/raw JSON are stored (~ /myassistant/chat/moltbook-daily/) and manage sensitive content retention (scraped posts may contain PII or private URLs). 5) If you need stronger guarantees, request an explicit install mechanism from a known source or verify the Playwright runtime before use.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.