chemical-recognitionOptical chemical structure recognition workflow for extracting molecule structures and names from images through SciMiner.
Install via ClawdBot CLI:
clawdbot install sciminer/chemical-recognitionGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
notify → https://sciminer.tech/utility`.Calls external URL not in known-safe list
https://sciminer.tech/utility`AI Analysis
The skill sends user-uploaded chemical images to the documented SciMiner API (sciminer.tech) for processing, which is consistent with its stated purpose of optical chemical structure recognition. While the external endpoint is not on a pre-approved safe list, there is no evidence of credential harvesting, hidden instructions, obfuscation, or exfiltration to unauthorized servers beyond the declared service.
Audited Apr 19, 2026 · audit v1.0
Generated May 21, 2026
Researchers can upload figures from papers to automatically extract molecular structures and names, streamlining data entry for literature reviews and meta-analyses. This reduces manual effort and errors in capturing chemical information from published images.
Convert hand-drawn or scanned chemical diagrams from lab notebooks or archives into machine-readable molecular formats. This enables digital storage, searching, and further processing of historical chemical data for patent analysis and compound libraries.
Extract molecule structures from slides, posters, or screenshots used in conferences or meetings. This helps drug discovery teams quickly capture and integrate chemical information shared in visual formats into their databases.
Use extracted structures from compound images to cross-check or populate chemical databases, ensuring data completeness and accuracy. This is valuable for building training datasets for AI models or updating commercial compound catalogs.
Extract molecules from regulatory documents or marketing materials to compile required chemical data for submissions. This speeds up the preparation of dossiers and ensures consistent representation of molecular entities across documents.
Charge users per API call or per image processed, with potential tiered pricing based on volume. Revenue scales with usage, making it suitable for small labs to large enterprises.
Offer monthly or annual subscription plans with different limits on number of images processed and access to advanced features like batch processing or higher priority. This provides predictable recurring revenue.
License the extraction API to other software platforms (e.g., ELN, LIMS, database vendors) who embed it in their products. Revenue comes from licensing fees or revenue sharing.
💬 Integration Tip
The API requires a free key from https://sciminer.tech/utility; ensure the environment variable SCIMINER_API_KEY is set before invocation. Upload image files first to get a file_id, then pass it as the 'image' parameter.
Scored Jul 18, 2026
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