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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.

69

Quality

83%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

The canonical home for this skill is tooluniverse-ecology-biodiversity in mims-harvard/ToolUniverse

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 skill body that assumes Claude's intelligence and leads with executable code and a useful tool table. The main improvement is trimming textbook ecology concepts Claude already knows and possibly extracting the tool table into a reference file.

Suggestions

Trim the Community Ecology and Evolutionary Ecology sections to the non-obvious points only (e.g., keep birth-death identifiability strategy, drop definitions of aposematism/Batesian mimicry/r-K selection) to improve conciseness.

Consider moving the ~15-row tool table into a references/TOOLS.md file referenced from the body, reducing SKILL.md footprint and improving progressive_disclosure.

Add a brief validation/verification step to the literature-search workflow (e.g., cross-check a claim across two sources before reporting) to strengthen workflow_clarity.

DimensionReasoningScore

Conciseness

Mostly lean and assumes Claude's competence (e.g., the GBIF code block and tool table earn their place), but the Community Ecology and Evolutionary Ecology sections restate textbook concepts Claude already knows (aposematism, Batesian/Mullerian mimicry, r/K selection) that could be trimmed.

4 / 5

Actionability

Provides an executable GBIF navigation code block, a concrete tool table mapping use cases, and specific search-string patterns ("[species] invasive impact [region]"); minor gaps in that most tools lack worked examples.

4 / 5

Workflow Clarity

Numbered reasoning frameworks (species ID, invasive impact, pollinator, population) and the GBIF tree-walk sequence give clear ordering; no destructive/batch operations so the validation cap does not apply, but explicit checkpoints/feedback loops are absent.

4 / 5

Progressive Disclosure

No bundle files exist, and the single SKILL.md is well-organized with clear section headers and a focused code example; the bulky tool table (~15 rows) is the one block that could plausibly live in a separate reference file, keeping this just below 5.

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 names concrete capabilities and data sources plus an explicit "Use for..." trigger clause. Trigger term coverage is the only slightly weaker area, missing a few natural synonyms.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities — "species identification (GBIF, NCBI Taxonomy)", "invasive species impact", "ecosystem dynamics", "conservation status (IUCN)", "niche ecology" — with comprehensive coverage of the domain.

5 / 5

Completeness

Explicitly answers both "what" (research areas enumerated) and "when" ("Use for biodiversity questions, species comparison, invasion biology, conservation prioritization, and ecology-related literature search").

5 / 5

Trigger Term Quality

"Use for biodiversity questions, species comparison, invasion biology, conservation prioritization, and ecology-related literature search" gives good natural keyword coverage, though a few common synonyms (e.g., "endangered species", "wildlife") are absent.

4 / 5

Distinctiveness Conflict Risk

A clear niche (ecology/biodiversity/conservation research) with distinct triggers and named data sources (GBIF, IUCN, NCBI); minimal overlap risk with unrelated skills.

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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