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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.

Quality

85%

Does it follow best practices?

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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 highly actionable body: executable verified tool calls with real IDs, concrete source-selection guidance, and well-sequenced reasoning frameworks with useful checkpoints. The main weakness is token efficiency — the community/evolutionary ecology sections restate textbook concepts Claude already knows instead of adding tool-specific or non-obvious guidance.

Suggestions

Trim the definitional lines in sections 5 and 6 (Gause's principle, aposematism, Batesian vs Mullerian, r/K selection, trophic cascades) down to tool-oriented guidance — e.g., which tool answers a keystone-species or mimicry question — since Claude already knows these concepts.

Merge the pollinator-ecology statistical notes with the population-dynamics survival-analysis guidance into one 'statistical methods' section to avoid repeating analysis advice across sections.

Move the 8-source additional-taxonomy table and its four worked examples into a reference file, keeping only the source-selection decision guide inline in SKILL.md.

DimensionReasoningScore

Conciseness

The tool tables, ID-interchangeability warnings, and verified examples are dense and non-obvious, but sections 5–6 restate textbook ecology Claude already knows ("Competitive exclusion: Two species cannot stably coexist on single limiting resource (Gause's principle)", "Aposematism: Warning coloration signals toxicity/unpalatability", "Batesian (harmless mimics dangerous) vs Mullerian"). This fits the 3 anchor 'mostly efficient but includes some unnecessary explanation' — not 2, because most content (API gotchas, source-selection rules) earns its tokens.

3 / 5

Actionability

Fully executable, copy-paste-ready calls with real verified IDs ("tu.run_tool(\"GBIF_get_taxon_parents\", {\"taxon_key\": key})" with usageKey 5219404, tsn 183803, MRGID 25180) plus concrete search templates ("[species] invasive impact [region]") and per-source selection rules covering common cases. This matches the 5 anchor — the examples even document parameter-shape gotchas like OpenTree's comma-separated `names` string.

5 / 5

Workflow Clarity

Multi-step processes are clearly sequenced ("Resolve a name to a GBIF usageKey once, then navigate the Backbone tree") with useful checkpoints such as "check the returned `rank` before assuming species-level". Matches the 4 anchor 'clear sequence with most checkpoints present' — not 5 because there are no explicit validate-and-retry loops, though no destructive or batch operations require them.

4 / 5

Progressive Disclosure

A single-file skill with no bundle files, well-organized into clearly headed sections, a decision guide for choosing among overlapping identity sources, and no nested or buried references. The two large tool tables could arguably live in reference files, which is the minor organization gap of the 4 anchor rather than the 'should be separate is inline' situation of 3.

4 / 5

Total

16

/

20

Passed

Description

87%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 description that clearly states what the skill covers (species identification, invasive species impacts, ecosystem dynamics, conservation status, niche ecology) and when to use it, with named data sources and natural trigger phrases. It is specific and distinctive; the only minor gaps are a few missing synonyms and topic-shaped rather than action-shaped capability phrasing.

DimensionReasoningScore

Specificity

Lists several concrete capabilities with named sources — "species identification (GBIF, NCBI Taxonomy)", "conservation status (IUCN)", "invasive species impact", "ecosystem dynamics" — matching the 'several specific actions; minor gaps' anchor. Not a 5 because the capabilities are topic-shaped rather than verb-led actions and the headline "Ecology, biodiversity, and conservation biology research" is generic.

4 / 5

Completeness

Explicitly answers both: the "what" (species identification, invasive species impact, ecosystem dynamics, conservation status, niche ecology) and a concrete "Use for..." when-clause listing trigger scenarios ("biodiversity questions, species comparison, invasion biology, conservation prioritization"). This matches the 5 anchor exactly.

5 / 5

Trigger Term Quality

Includes natural phrases users would say — "biodiversity questions", "species comparison", "invasion biology", "conservation prioritization" — giving good keyword coverage per the 4 anchor. Not a 5 because common variations like "endangered species", "wildlife", or "taxonomy" are absent.

4 / 5

Distinctiveness Conflict Risk

A clear niche (ecology/biodiversity research) with distinct domain triggers and named authoritative sources (GBIF, IUCN, NCBI). The only mild overlap is "ecology-related literature search" with generic literature skills, which still falls within 'minimal conflict risk'.

5 / 5

Total

18

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

mims-harvard/ToolUniverse

Path

plugins/tooluniverse/skills/tooluniverse-ecology-biodiversity/SKILL.md

Reviewed

Table of Contents

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