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Install in OpenClaw
/install reagent-substitute-scout
Description
Find validated alternative reagents based on literature citation data.
Usage Guidance
This skill appears coherent with its stated purpose, but take these practical precautions before running it: (1) Review scripts/main.py yourself (or run python -m py_compile) to confirm no unexpected behavior. (2) Run inside a virtualenv/container before installing dependencies (rdkit can be large). (3) Provide API keys only to trusted services; PubMed and PubChem endpoints shown are official, but 'google_scholar' support is often implemented via unofficial APIs or scraping — be cautious and prefer enabled=False unless you know the implementation. (4) The skill uses network calls to public APIs and may cache results under ~/.cache and read/write ~/.config/reagent-substitute-scout/config.json; if you store secrets, protect that file. (5) If you need stronger assurance, ask the maintainer for the remainder of main.py (the provided file was truncated in the package listing) and verify there are no hidden endpoints or telemetry.
Capability Analysis
Type: OpenClaw Skill
Name: reagent-substitute-scout
Version: 1.0.0
The reagent-substitute-scout skill is a legitimate scientific tool designed to find alternative chemical reagents using literature citation data from PubMed and structural similarity data from PubChem. The implementation in scripts/main.py is well-structured, uses standard libraries (requests, rdkit, biopython), and contains no evidence of malicious intent, data exfiltration, or unauthorized execution. It includes a small offline database for common reagents and follows secure coding practices such as using timeouts for network requests and providing a clear security checklist in SKILL.md.
Capability Assessment
Purpose & Capability
Name/description match the implementation: the script queries literature and chemical DBs (PubMed, PubChem, ChEMBL), performs structure similarity (rdkit), and generates scored alternatives. Declared dependencies and the packaged script are appropriate for this purpose.
Instruction Scope
SKILL.md limits actions to running scripts/main.py, editing the skill config, and using public literature/chemical APIs. It does not instruct reading unrelated system files or accessing unrelated credentials. It documents config path (~/.config/...) for API keys.
Install Mechanism
No install spec — instruction-only with a single Python script and requirements.txt. No remote downloads or extract-from-URL steps; risk is limited to installing normal Python packages (rdkit is heavy but expected).
Credentials
The skill requests no environment variables or credentials by default. Config supports optional API keys for PubMed/Google Scholar; these are proportional to literature queries. Nothing asks for unrelated secrets.
Persistence & Privilege
always is false and the skill has no special persistence or system-wide configuration changes. It does not request elevated privileges or modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reagent-substitute-scout - After installation, invoke the skill by name or use
/reagent-substitute-scout - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Reagent Substitute Scout v1.0.0 – Initial Release
- Enables search for validated alternative reagents when specific reagents are discontinued or out of stock.
- Analyzes scientific literature (PubMed, Google Scholar, etc.) to identify, score, and report reliable reagent substitutes.
- Supports input by name, CAS number, and molecular formula; outputs results in table or JSON formats.
- Features similarity matching, citation-based validation, field filtering, and robust fallback handling for missing/incomplete data.
- Provides packaged CLI entry point (`scripts/main.py`), configuration options, and audit-ready, reproducible workflows.
Metadata
Frequently Asked Questions
What is Reagent Substitute Scout?
Find validated alternative reagents based on literature citation data. It is an AI Agent Skill for Claude Code / OpenClaw, with 98 downloads so far.
How do I install Reagent Substitute Scout?
Run "/install reagent-substitute-scout" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Reagent Substitute Scout free?
Yes, Reagent Substitute Scout is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Reagent Substitute Scout support?
Reagent Substitute Scout is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Reagent Substitute Scout?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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