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Independent project, not affiliated with Anthropic
mims-harvard avatar

Create Tooluniverse Skill

mims-harvard/tooluniverse
376 installs1.6k stars
Summary

This is a structured workflow for building ToolUniverse skills with a test-first methodology across seven phases, from domain analysis through packaging. It enforces testing tools before writing any documentation, keeps SKILL.md files implementation-agnostic (no Python or MCP code), and includes fallback strategies for when tools fail. The 10-pillar foundation emphasizes verifying tool contracts rather than trusting function names, handling SOAP operations correctly, and grading evidence in tiers. Expect to spend 90 to 120 minutes per skill if you're not creating new tools. The approach is rigid by design, with validation checklists and mandatory test scripts, which makes sense if you're building a catalog where consistency matters more than speed.

Install to Claude Code

npx -y skills add mims-harvard/tooluniverse --skill create-tooluniverse-skill --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Categories
Testing & QACode Review & Quality
First SeenJun 3, 2026
View on GitHub

More from mims-harvard/tooluniverse

All 68 skills →
  • Tooluniverse Proteomics Analysis375
  • Tooluniverse Rare Disease Diagnosis375
  • Tooluniverse Target Research373
  • Tooluniverse Expression Data Retrieval370
  • Tooluniverse Clinical Trial Matching367
  • Tooluniverse Spatial Transcriptomics367
  • Tooluniverse Drug Repurposing366
  • Tooluniverse Protein Therapeutic Design366
  • Tooluniverse Sdk366
  • Devtu Optimize Skills364
  • Tooluniverse Statistical Modeling364
  • Tooluniverse Chemical Safety363
  • Tooluniverse Rnaseq Deseq2362
  • Devtu Create Tool359
  • Tooluniverse Binder Discovery359
  • Tooluniverse Multi Omics Integration359
  • Tooluniverse Gwas Drug Discovery357
  • Devtu Optimize Descriptions356
  • Tooluniverse Antibody Engineering355
  • Tooluniverse Metabolomics Analysis354
  • Devtu Auto Discover Apis353
  • Tooluniverse Gene Enrichment352
  • Tooluniverse Infectious Disease351
  • Devtu Fix Tool350

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