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tooluniverse-ecology-biodiversity

Ecology, biodiversity, and conservation biology research — species identification (GBIF, NCBI Taxonomy), invasive species impact, ecosystem dynamics, conservation status (IUCN), niche ecology. Use for biodiversity questions, species comparison, invasion biology, conservation prioritization, and ecology-related literature search.

68

Quality

82%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

65%

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 skill body with concrete code and a useful tool table, but it carries some textbook ecology concept restatement and is a monolithic single file with no progressive disclosure pointers. Tightening the concept-heavy sections and splitting reference detail into bundle files would lift the weaker dimensions.

Suggestions

Trim sections 5 (Community Ecology) and 6 (Evolutionary Ecology) to the non-obvious reasoning guidance, removing restatements of well-known concepts like trophic cascades, aposematism, and r/K selection.

Move the full tool table and/or the GBIF tree-navigation walkthrough into a separate references file (e.g., REFERENCES.md) and link to it from the body to add genuine progressive disclosure.

Add an explicit validate/retry checkpoint to the computational guidance — e.g., after running an analysis, confirm expected output shape before reporting — to strengthen workflow clarity.

DimensionReasoningScore

Conciseness

Mostly efficient reasoning frameworks and a lean code example, but sections 5–6 restate textbook concepts Claude already knows ('Trophic cascades', 'Keystone species', 'Aposematism', 'Batesian vs Mullerian mimicry', 'r/K-selected'), which the rubric penalizes; not a 3 because of this redundant concept explanation, not a 1 because the bulk is actionable tool guidance rather than padding.

2 / 3

Actionability

Provides a copy-paste-ready executable Python block for GBIF tree navigation with concrete taxon keys, plus a tool table with specific use cases and named tools — matching the fully-executable anchor.

3 / 3

Workflow Clarity

Reasoning frameworks are clearly numbered (e.g., the invasive-species 6-step framework), but there are no explicit validation checkpoints or feedback loops; not a 3 because the top anchor requires explicit validation/error-recovery steps, not a 1 because sequences are present and the skill involves no destructive/batch operations that would demand them.

2 / 3

Progressive Disclosure

The body is well-organized into clear headed sections with no nested references, but it is a ~95-line monolithic single file with all content inline and no external reference files to split out detail; not a 3 because the under-50-lines simple-skill allowance does not apply and content like the full tool table / GBIF walkthrough could be offloaded.

2 / 3

Total

9

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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, third-person description that names specific capabilities, data sources, and natural trigger phrases with an explicit 'Use for' clause. It cleanly answers both what the skill does and when to invoke it.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities with named sources — 'species identification (GBIF, NCBI Taxonomy)', 'conservation status (IUCN)', 'invasive species impact', 'niche ecology' — matching the anchor for multiple specific concrete actions.

3 / 3

Completeness

Explicitly answers both what (the listed research capabilities) and when via an explicit 'Use for ...' trigger clause, satisfying the top anchor; not a 2 because the when is explicit, not merely implied.

3 / 3

Trigger Term Quality

The 'Use for' clause covers natural user phrasings — 'biodiversity questions', 'species comparison', 'invasion biology', 'conservation prioritization', 'ecology-related literature search' — terms a user would actually say.

3 / 3

Distinctiveness Conflict Risk

Ecology/biodiversity/conservation is a clear niche with distinct triggers and named data sources (GBIF, IUCN, NCBI), making it unlikely to fire for unrelated skills.

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
mims-harvard/ToolUniverse
Reviewed

Table of Contents

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