Paper to Tools - Match Research Methods to AI Agents
v1.0.0Paste a paper abstract or methods section → get matched AI agent tools that can reproduce the analysis. Maps methodology keywords to 131+ curated science age...
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byJohnny Chen@johnnychen1113
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 match the runtime instructions: the SKILL.md describes extracting methodology keywords and mapping them to a static table of science agents. The skill declares no binaries, env vars, or installs, which is appropriate for a purely informational mapping skill.
Instruction Scope
Runtime instructions are scoped to extracting keywords from user-pasted text, matching them to the provided mapping table, ranking results, and returning agent links and installation hints. The instructions do not direct reading of system files, access to environment variables, or transmitting data to unexpected endpoints. They do recommend 'npx skills add' or linking to GitHub for installation of other agents (which is a valid, limited action to suggest).
Install Mechanism
No install spec or code files are present; the skill is instruction-only and therefore does not install anything itself. This is the lowest-risk model and matches the skill's purpose.
Credentials
The skill requests no environment variables, credentials, or config paths. Nothing in the SKILL.md attempts to access secrets or unrelated services.
Persistence & Privilege
always is false and the skill does not request persistent presence or modify agent/system configs. The default ability for agents to invoke the skill autonomously remains, which is expected and appropriate for a lookup/mapping skill.
Assessment
This skill appears low-risk and coherent: it is a local mapping/information helper that returns links and install hints for other science agents. Before installing or following its recommendations you should (1) review any linked agents individually—those agents may request credentials, external installs, or access to data you should protect (especially clinical/PHI data); (2) avoid pasting sensitive or private data (patient information, proprietary methods) into the skill unless you are sure the target agent and your environment are appropriate; and (3) verify links (claw4science.org and GitHub pages) and the install commands for any third-party tools before running them. If you want additional assurance, ask the skill author for provenance of the mapping table or for an auditable source for the 131+ agents.Like a lobster shell, security has layers — review code before you run it.
bioinformaticsvk97f46mj15pmct7g7wpzwd7ajh84gkhelatestvk97f46mj15pmct7g7wpzwd7ajh84gkhepapervk97f46mj15pmct7g7wpzwd7ajh84gkheresearchvk97f46mj15pmct7g7wpzwd7ajh84gkhesciencevk97f46mj15pmct7g7wpzwd7ajh84gkhetoolsvk97f46mj15pmct7g7wpzwd7ajh84gkhe
License
MIT-0
Free to use, modify, and redistribute. No attribution required.