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tooluniverse-chemical-sourcing

Find commercial sources for chemical compounds — PubChem/ChEMBL identity resolution then vendor catalog search across ZINC, Enamine, eMolecules, Mcule. Compares pricing, availability, and identifies purchasable analogs when an exact compound is not in stock. Use for chemical procurement, virtual library curation, and 'where can I buy X' questions for synthesis planning.

69

Quality

83%

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SKILL.md
Quality
Evals
Security

Quality

Content

75%Weight 40%Scale 1-5

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

A well-structured, actionable procurement workflow with clear phasing and domain-specific guidance. Scores consistently strong across dimensions with only minor tightening and bundling opportunities.

Suggestions

Remove or compress the generic 'LOOK UP, DON'T GUESS' and 'COMPUTE, DON'T DESCRIBE' boilerplate to improve conciseness, as they restate behavior Claude already follows.

Add at least one concrete example tool-call sequence (with realistic arguments and parsed output) to lift actionability from strong to copy-paste ready.

Consider moving the Phase 1 per-tool input/output reference table into a bundled reference file so SKILL.md stays a lean overview.

DimensionReasoningScore

Conciseness

Mostly lean and domain-specific with decision matrices and tool signatures that earn their tokens, though generic boilerplate sections like 'LOOK UP, DON'T GUESS' could be trimmed.

4 / 5

Actionability

Provides concrete tool names with explicit inputs and outputs, plus decision matrices and red-flag checks; minor gaps in that no fully copy-paste example call block is shown.

4 / 5

Workflow Clarity

A clear six-phase sequence with validation checkpoints ('confirm the SMILES matches', 'flag any structural mismatches', red flags) is present, though formal validate-fix-retry loops are only implicit.

4 / 5

Progressive Disclosure

Well-organized into clearly signaled sections and phases with no nested references, though the long inline per-tool reference lists in Phase 1 could arguably live in a separate bundled file.

4 / 5

Total

16

/

20

Passed

Description

92%Weight 40%Scale 1-5

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, specific description that clearly states capabilities and explicit use-when triggers with natural user phrasing. Minor room only in trigger-term synonym coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — identity resolution, vendor catalog search across four named databases, pricing/availability comparison, and analog identification — giving comprehensive coverage rather than vague abstraction.

5 / 5

Completeness

Explicitly answers both 'what' (find sources, resolve identity, search vendors, compare pricing, find analogs) and 'when' via the concrete 'Use for...' clause naming several trigger scenarios.

5 / 5

Trigger Term Quality

Includes natural user phrases like 'where can I buy X' plus triggers (chemical procurement, virtual library curation, synthesis planning) and vendor names, but a few common variations are absent.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (commercial chemical sourcing) with named tools and specific triggers, making overlap with other skills minimal.

5 / 5

Total

19

/

20

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
mims-harvard/ToolUniverse
Reviewed

Table of Contents

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