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AI Skills for software development

Usable Skills and open-source skill projects, in one list.

A usable Skill is reviewed and pinned to one version. A listing points to a project on GitHub. Choose a task guide

Two kinds of entry, side by side: reviewed Skills, pinned to one version with the permissions they ask for, and open-source projects on GitHub that give an AI coding assistant a repeatable way to review a change, write tests or trace a bug. Each links to its source and licence; read the author’s instructions before you add one to your setup.

Category

9 results

Results

  • API and payload contract documentation

    Document an existing machine interface with endpoint indexes, payload shapes, semantics, errors and omitted-versus-null behaviour.

    Recorded tool support: Claude, Codex

    Usable SkillUpdated 2026-10-13License: MIT

  • Evidence-based code review

    Review code for actionable defects by tracing agreements across boundaries, constructing a feasible failure and checking the strongest counterargument.

    Recorded tool support: Claude, Codex

    Usable SkillUpdated 2026-10-13License: MIT

  • Acceptance test scenarios

    Expand a user story into test objectives, starting conditions, roles, actions and observable expected results, including invalid input and boundary cases.

    Recorded tool support: Claude, Codex

    Usable SkillUpdated 2026-10-13License: MIT

  • Intended vs. implemented audit

    A method for checking code against its own documentation: treat each documented rule as a claim, find the code that enforces it, and report only the gaps that…

    Recorded tool support: Claude, Codex

    Usable SkillUpdated 2026-09-24License: MIT

  • 67 Full-Stack Claude Skills

    Sixty-seven role-based development skills across 12 categories: language specialists, backend and frontend frameworks, mobile, APIs and GraphQL, databases…

    ListingListed 2026-09-24GitHub stars: 11,849 (as of 2026-10-13)License: MIT

  • Superpowers

    A software-development method for coding agents, packaged as 14 skills and a starting instruction that tells the agent to check for a relevant skill before…

    ListingListed 2026-09-24GitHub stars: 298,428 (as of 2026-10-13)License: MIT

  • Addy Osmani Agent Skills

    An engineering workflow skill library covering API and interface design, browser testing, CI/CD, debugging, code review and git versioning.

    ListingListed 2026-09-24GitHub stars: 105,916 (as of 2026-10-13)License: MIT

  • Matt Pocock Skills

    A personal engineering skill library built around aligning with the agent before code is written: structured interview sessions, a shared project glossary…

    ListingListed 2026-09-24GitHub stars: 288,755 (as of 2026-10-13)License: MIT

  • SwiftUI Agent Skill

    SwiftUI guidance for a coding agent, covering current API usage and commonly repeated mistakes when generating or reviewing SwiftUI code.

    ListingListed 2026-09-24GitHub stars: 5,845 (as of 2026-10-13)License: MIT