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tooluniverse-chemical-compound-retrieval

Retrieves chemical compound information from PubChem and ChEMBL with disambiguation, cross-referencing, and quality assessment. Creates comprehensive compound profiles with identifiers, properties, bioactivity, and drug information. Use when users need chemical data, drug information, or mention PubChem CID, ChEMBL ID, SMILES, InChI, or compound names.

77

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The skill body is highly actionable and well-sequenced with concrete code, fallbacks, and checklists, and it stays lean without concept-explanation fluff. Its main weakness is progressive disclosure: everything lives in one large file with no references to separate materials.

Suggestions

Move the full Tool Reference tables and the complete Compound Profile Report template into separate reference files (e.g. references/tool-reference.md and references/report-template.md), keeping only a concise quick-start workflow in SKILL.md with clearly signaled one-level-deep links.

De-duplicate the Identity Resolution Checklist (Phase 1.3) and the Completeness Checklist — merge them into a single checklist to remove overlap and save tokens.

Trim the filled-in example values (C₉H₈O₄, 180.16, LogP 1.19, etc.) in the report template down to placeholders like [formula], [MW], [LogP] to reduce template length while preserving the structure.

DimensionReasoningScore

Conciseness

The body avoids explaining concepts Claude already knows and is dense with executable code, fallback tables, and a concrete report template; it assumes Claude's competence. Minor redundancy between the two checklists and a long filled-in template keep it just at the lean/efficient anchor rather than clearly padded, so it is not the level-2 "could be tightened" case.

3 / 3

Actionability

Provides fully executable `tu.tools.PubChem_*` / `ChEMBL_*` calls with real tool names, a fallback-chain table, error-handling table, and a copy-paste report template — concrete and specific rather than pseudocode.

3 / 3

Workflow Clarity

Clear Phase 0→1→2→3 sequence with identity-resolution and completeness checklists plus an error-handling table; this is read-only retrieval so the destructive/batch validation-loop cap does not apply, and the checklists serve as explicit checkpoints.

3 / 3

Progressive Disclosure

It is a monolithic single file (~320 lines) with the full tool-reference tables and the complete report template inline — content that should be split into separate reference files — so it fits the anchor where structure exists but inline content should be separate. It is not level 1 because sections are well organized, and not level 3 because there are no one-level-deep references to bundle files.

2 / 3

Total

11

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12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: it states concrete capabilities, gives an explicit "Use when" trigger with natural terms and identifier keywords, stays in third person, and occupies a distinct niche. No meaningful weaknesses to address.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions — "Retrieves chemical compound information... with disambiguation, cross-referencing, and quality assessment. Creates comprehensive compound profiles with identifiers, properties, bioactivity, and drug information" — matching the anchor for naming several concrete actions.

3 / 3

Completeness

Explicitly answers both what (retrieve/profile compound data) and when ("Use when users need chemical data, drug information, or mention..."), with an explicit trigger clause, so it reaches the top anchor rather than capping at 2.

3 / 3

Trigger Term Quality

Natural user-facing terms are well covered — "chemical data, drug information, or mention PubChem CID, ChEMBL ID, SMILES, InChI, or compound names" — and the voice is correctly third person ("Retrieves", "Creates"), so it is not the level below which lacks common variations.

3 / 3

Distinctiveness Conflict Risk

It carves a clear niche (PubChem/ChEMBL compound retrieval) with distinct identifier-based triggers, making it unlikely to fire for the wrong skill; it is not generic enough to be the level-2 "could still overlap" case.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
wu-yc/LabClaw
Reviewed

Table of Contents

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