48h-Expert-Methodology
v1.0.1A meta-learning method compressing deep expertise into 48 hours by extracting core mental models, expert debates, and critical assessment questions for mastery.
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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
medium confidencePurpose & Capability
The name/description (compress expertise into 48 hours) matches the runtime instructions: retrieve authoritative sources, extract mental models, map conflicts, generate diagnostic probes, and serialize into schema.json. There are no unrelated env vars, binaries, or credentials requested.
Instruction Scope
SKILL.md explicitly directs web retrieval of textbooks, peer-reviewed research, and syllabi and requires producing precisely structured JSON. This is in-scope for the task, but the instructions do not constrain how retrieval is performed (e.g., no guidance about respecting robots.txt, rate limits, or handling paywalled content), and they forbid any unstructured prose output which may limit human-readable justification. The skill also mandates prioritizing .edu/.gov sources but doesn't describe citation, licensing, or attribution policies.
Install Mechanism
Instruction-only skill with no install spec and no code files — lowest installation risk. Nothing is downloaded or written by an installer step.
Credentials
No environment variables, credentials, or special binaries are requested (proportional). However, the runtime instructions require writing output to a specific path in the user's home directory (~/.openclaw/swarm_tmp/expert_output.json) even though no required config paths were declared — a minor inconsistency that should be documented and approved by the user.
Persistence & Privilege
The skill is not always-enabled and can be invoked normally. It does request persistence by writing a JSON file to the user's home directory; this is reasonable for the stated purpose but is a persistent artifact created without the skill declaring config-path requirements. It does not request system-wide or other-skills modifications.
Assessment
This skill appears to do what it says: fetch authoritative sources, extract core mental models, and write a validated JSON file. Before installing, consider: 1) Confirm you are comfortable with the agent performing web retrievals (it may crawl or fetch many pages); ensure your environment/network policy allows this. 2) The skill will write output to ~/.openclaw/swarm_tmp/expert_output.json but did not declare that config path — decide whether creating that file is acceptable and where you want artifacts stored. 3) The skill gives no guidance on handling paywalled or copyrighted sources, and it does not mention respecting robots.txt or rate limits; if scraping is a concern, restrict or sandbox the agent. 4) Because the skill forbids unstructured prose and insists on deterministic JSON, you may lose helpful narrative explanations; verify this behavior matches your needs. 5) If you want stronger assurance, run the skill in a sandboxed environment first, inspect the generated JSON and any fetched URLs, and confirm no unexpected network endpoints are contacted.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.