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Install in OpenClaw
/install synthesis-evaluation
Description
Synthesis evaluation workflows combining SynFormer-ED, Retrosynthesis Planner, and SAScore through SciMiner.
Usage Guidance
This skill appears internally consistent, but exercise standard caution before installing: 1) Confirm you trust the SciMiner service (https://sciminer.tech) and its privacy/data-retention policies, since you will be sending molecule data and SMILES strings. 2) Treat SCIMINER_API_KEY as a secret — provide a scoped API key if possible and avoid reusing high-privilege keys. 3) Note the SKILL.md uses endpoints under /v1/internal; verify these endpoints are intended for external use and that the returned share_url does not unintentionally publish proprietary data. 4) Because the skill’s source/homepage is unknown, consider running it in a controlled environment first and review network traffic if you have sensitive data to protect.
Capability Analysis
Type: OpenClaw Skill
Name: synthesis-evaluation
Version: 1.0.1
The synthesis-evaluation skill is a legitimate integration for chemical informatics workflows using the SciMiner API (sciminer.tech). It provides structured tools for molecular analog generation, retrosynthesis planning, and synthetic accessibility scoring (SAScore). The code and instructions in SKILL.md and sciminer_registry.py are consistent with the stated purpose, containing no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Tags
Capability Assessment
Purpose & Capability
Name/description match the functionality implemented in scripts/sciminer_registry.py and SKILL.md. The skill only requests SCIMINER_API_KEY, which is exactly the credential needed to call SciMiner's API; required tools and parameters in the registry align with the described SynFormer-ED, Retrosynthesis Planner, and SAScore tools.
Instruction Scope
SKILL.md instructs the agent to call SciMiner internal endpoints, upload files via the described file endpoint, poll for results, and attach the returned share_url. It does not instruct the agent to read unrelated files, access other environment variables, or exfiltrate data to unexpected endpoints. The guidance to stop if the API key is missing is explicit.
Install Mechanism
No install spec (instruction-only behavior) and included Python registry code are small and local. Nothing in the manifest attempts to download or install external binaries or archives.
Credentials
Only a single API credential (SCIMINER_API_KEY) is required and used as described (sent in X-Auth-Token header). No unrelated secrets or config paths are requested.
Persistence & Privilege
always is false and the skill does not request elevated or persistent system privileges. It does not modify other skills or system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install synthesis-evaluation - After installation, invoke the skill by name or use
/synthesis-evaluation - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- Minor documentation updates for clarity.
- Instructions now refer to a "free SciMiner API key" for user guidance.
- Slightly revised error-handling instructions to direct users to obtain a free key.
- No functional changes to the skill code or APIs.
v1.0.0
- Initial release of synthesis-evaluation skill.
- Combines SynFormer-ED (synthesizable analog generation), Retrosynthesis Planner (route prediction), and SAScore (synthetic accessibility scoring) using the SciMiner API.
- Supports workflows for generating, filtering, ranking, and planning synthesis of candidate molecules.
- Requires SCIMINER_API_KEY for API access; prompts users to obtain it if missing.
- Includes workflow guidance, invocation patterns, and code examples for single and batch jobs.
Metadata
Frequently Asked Questions
What is Synthesis Evaluation?
Synthesis evaluation workflows combining SynFormer-ED, Retrosynthesis Planner, and SAScore through SciMiner. It is an AI Agent Skill for Claude Code / OpenClaw, with 87 downloads so far.
How do I install Synthesis Evaluation?
Run "/install synthesis-evaluation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Synthesis Evaluation free?
Yes, Synthesis Evaluation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Synthesis Evaluation support?
Synthesis Evaluation is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Synthesis Evaluation?
It is built and maintained by SciMiner (@sciminer); the current version is v1.0.1.
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