gungun-12-clo - 首席学习官
v1.0.0负责监控对话学习，记录并分析错误，生成学习卡片，更新知识库，推广改进并追踪效果提升滚滚家族能力。
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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 (Chief Learning Officer) match the included scripts and SKILL.md: recorder, error detector, promoter, and stats all read/write learning records and knowledge files. Required resources (filesystem access to a workspace) are what the skill needs to do its job.
Instruction Scope
Runtime instructions and scripts operate on local workspace files (default /home/admin/.openclaw/workspace and its .learnings directory) and on knowledge files such as SOUL.md, AGENTS.md, TOOLS.md, MEMORY.md. There are no network calls or external endpoints in the provided code. Be aware the skill records arbitrary dialog/error text into files (so it may persist sensitive conversation content).
Install Mechanism
No install spec or external downloads. All code is included in the bundle; no remote installers or fetched archives are used.
Credentials
The skill requests no environment variables or credentials. It does, however, assume write/read access to a specific filesystem path (/home/admin/.openclaw/workspace) and to project files (AGENTS.md, SOUL.md, etc.). This filesystem access is proportional to its purpose but may expose persisted conversation data if run with broad permissions.
Persistence & Privilege
always:false and agent-autonomy defaults are preserved (no forced global activation). The promoter writes/updates shared knowledge files (e.g., SOUL.md, AGENTS.md), which is expected for a 'promote' feature but means it will modify repo-wide docs; consider whether that level of write access is acceptable.
Assessment
This skill appears to do what it claims: it records learnings and errors to local files, finds recurring patterns, and can append/promote entries into knowledge files. Before installing: (1) confirm you are comfortable the skill will write persistent records under /home/admin/.openclaw/workspace/.learnings and may store conversation text (potential PII); (2) run it in an isolated/sandbox workspace or change the workspace path to a controlled directory; (3) back up any existing SOUL.md/AGENTS.md/TOOLS.md/MEMORY.md if you don't want automated edits; (4) inspect and if necessary restrict filesystem permissions so the skill cannot overwrite unrelated system files; (5) review log contents periodically and delete any sensitive entries. If you want, I can point out the exact lines to change to relocate the workspace or remove printing of captured outputs.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.