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tooluniverse-cs-setup

Install or update ToolUniverse in Claude Science — create the conda env, install the tooluniverse pip package, and (re)build the tooluniverse-research skill by fetching the current workflow library from GitHub. Use for first-time setup, upgrading the ToolUniverse version, refreshing the bundled workflows after an upstream release, or reinstalling on a new machine.

80

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

The body is concise, fully actionable, and clearly sequenced with an explicit validation gate and verification step. With no bundle files present, its clean section structure satisfies progressive disclosure for a compact skill. Strong across all dimensions.

DimensionReasoningScore

Conciseness

The body is lean — minimal prose plus executable code, with no tutoring of concepts Claude already knows (conda, pip, GitHub) — and every section earns its tokens.

3 / 3

Actionability

Provides fully executable, copy-paste-ready code for each step (manage_environments, manage_packages, tu_build_research_bundle, the os.walk publish loop) plus a verify snippet with real expected output.

3 / 3

Workflow Clarity

A clearly numbered four-step sequence with per-step tool/env guidance and an explicit validation checkpoint via the sidecar-gate publish refusal and a Verify section that runs a real tool.

3 / 3

Progressive Disclosure

Well-organized into Full install, Verify, and Notes sections with no nested references; per the simple-skills note, this under-50-line body with no external bundle files scores 3 for clear organization.

3 / 3

Total

12

/

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.

The description is specific, actionable, and complete, with explicit 'Use for' triggers covering the natural scenarios a user would describe. Voice is consistently third person and there is no vague fluff. It is a strong, well-targeted description.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'create the conda env', 'install the tooluniverse pip package', and '(re)build the tooluniverse-research skill by fetching the current workflow library from GitHub' — matching the multiple-specific-actions anchor.

3 / 3

Completeness

Explicitly answers both what (create env, install package, rebuild skill) and when via a clear 'Use for ...' clause with multiple triggers, satisfying the both-what-and-when anchor.

3 / 3

Trigger Term Quality

Natural trigger phrasings a user would say are well covered: 'first-time setup', 'upgrading the ToolUniverse version', 'refreshing the bundled workflows after an upstream release', and 'reinstalling on a new machine'.

3 / 3

Distinctiveness Conflict Risk

The niche is specific — ToolUniverse setup in Claude Science with the tooluniverse-research skill and GitHub workflow library — making it unlikely to trigger 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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