Claude MarketplacesSubmit
mims-harvard avatar

Devtu Code Optimization

mims-harvard/tooluniverse

A hardened checklist and pattern library extracted from 80+ debugging rounds in the ToolUniverse project. You get pre-commit checks (schema structure, indentation traps, real test IDs), a reference table mapping common failure modes to fixes (silent parameter drops, wrong endpoints, hidden truncation), and API-specific bug lookups for GtoPdb, CIViC, GTEx, and others. Use it when writing or refactoring tool classes to catch the mistakes that don't show up until runtime. The Git workflow section is opinionated: no direct pushes to main, never multiple fix PRs, commit messages say "Fix" not "Bug". It pairs with devtu-fix-tool and devtu-self-evolve and insists you run a simplify skill after every change.

skills.sh installs
268
GitHub stars
1.8K
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add mims-harvard/tooluniverse --skill devtu-code-optimization --agent claude-code

Installs into .claude/skills of the current project.

Files

A hardened checklist and pattern library extracted from 80+ debugging rounds in the ToolUniverse project. You get pre-commit checks (schema structure, indentation traps, real test IDs), a reference table mapping common failure modes to fixes (silent parameter drops, wrong endpoints, hidden truncation), and API-specific bug lookups for GtoPdb, CIViC, GTEx, and others. Use it when writing or refactoring tool classes to catch the mistakes that don't show up until runtime. The Git workflow section is opinionated: no direct pushes to main, never multiple fix PRs, commit messages say "Fix" not "Bug". It pairs with devtu-fix-tool and devtu-self-evolve and insists you run a simplify skill after every change.

Browse the repository on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/mims-harvard/tooluniverse
Categories
Backend & APIs, Documentation, Code Review & Quality, Debugging, Python
First seen
Jun 3, 2026

More from mims-harvard/tooluniverse

All 68

Recommended

More Backend & APIs
1cinience avataralicloud-security-kmscinience/alicloud-skillsManage Alibaba Cloud Key Management Service (KMS) via OpenAPI/SDK. Use whenever the user needs key lifecycle/resource operations, policy/configuration changes, 267skills.sh installs
2community-access avatarcognitive-accessibilitycommunity-access/accessibility-agentsCognitive accessibility specialist for reviewing content, forms, authentication, timeouts, and UI patterns for clarity, reduced cognitive load, and WCAG 2.2/COG267skills.sh installs
3luongnv89 avatarollama-optimizerluongnv89/skillsOptimize Ollama configuration for the current machine's hardware. Use when asked to speed up Ollama, tune local LLM performance, or pick models that fit availab267skills.sh installs
4patricio0312rev avatarstructured-logging-standardizerpatricio0312rev/skillsEnforces consistent structured logging with request correlation IDs, standardized log schema, middleware integration, and best practices. Use for "structured lo267skills.sh installs
5wrsmith108 avatarvarlockwrsmith108/varlock-claude-skillSecure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never267skills.sh installs
6zpqq132555 avatarcocos-creator-3x-cnzpqq132555/skills提供 Cocos Creator 3.8 游戏引擎的全面开发指导，包括组件系统（_decorator、Component）、生命周期回调、事件系统（EventTarget、input）、resources 资源管理、tween 缓动系统、对象池、UI 系统、物理碰撞以及可试玩广告优化。在用户编写或重构 Cocos Cr267skills.sh installs