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Agent skills

Drop-in instruction packs that teach an agent a specific job — from wrangling PDFs to shipping a release. Ranked by the community.

552 skills

  1. 433

    Security Guidance

    Skill
    Security review of agent-written code at three points: on edit, on stop, and at commit.
    Repo stars: —Score:0Code Reviews
  2. 434

    Debugging Compose Recompositions

    Skill
    Makes recomposition visible through inspector counts and per-argument change reasons.
    Repo stars: 488Score:0Tests & Debugging
  3. 435

    Molecular Dynamics

    Skill
    Sets up, runs and analyzes MD simulations with OpenMM and MDAnalysis.
    Repo stars: 34KScore:0Research & Science
  4. 436

    Matplotlib

    Skill
    Direct control of Figure and Axes objects, down to the individual artist.
    Repo stars: 34KScore:0Research & Science
  5. 437

    Finding Duplicate Functions

    Skill
    Hunts functions that solve the same problem twice under different names.
    Repo stars: 417Score:0Code Reviews
  6. 438

    Finishing a Development Branch

    Skill
    Closes finished branch work through a fixed order: green suite, then a choice, then cleanup.
    Repo stars: 274KScore:0DevOps & Infrastructure
  7. 439

    Claude-Mem

    Skill
    Carries what an agent learned in one session into the next.
    Repo stars: —Score:0Agent Engineering
  8. 440

    API Design Principles

    Skill
    Decides REST and GraphQL shapes before any endpoint is written.
    Repo stars: —Score:0Coding Workflows
  9. 441

    Canvas Design

    Skill
    Produces poster-style PNG and PDF pieces from a written design philosophy.
    Repo stars: —Score:0Media & Creative
  10. 442

    Dispatching Parallel Agents

    Skill
    Splits genuinely independent problems across agents that run at the same time.
    Repo stars: —Score:0Agent Engineering
  11. 443

    RDKit Cheminformatics

    Skill
    Agent guidance for RDKit: molecule parsing, descriptors, fingerprints and substructure search.
    Repo stars: —Score:0Research & Science
  12. 444

    Literature Review

    Skill
    Runs multi-database literature searches and turns the hits into a cited review document.
    Repo stars: —Score:0Research & Science
  13. 445

    Peer Review

    Skill
    Builds a structured manuscript assessment with the confidentiality rules attached.
    Repo stars: —Score:0Research & Science
  14. 446

    Internal Comms

    Skill
    Writes internal company updates in a set of fixed house formats.
    Repo stars: —Score:0Writing & Content
  15. 447

    Claude API

    Skill
    Reference for building against the Claude API without guessing at parameters.
    Repo stars: —Score:0Agent Engineering
  16. 448

    Web Artifacts Builder

    Skill
    Builds multi-component claude.ai artifacts with React, Tailwind and shadcn/ui.
    Repo stars: —Score:0Frontend & Design
  17. 449

    Algorithmic Art

    Skill
    Generative p5.js pieces built on seeded, reproducible randomness.
    Repo stars: —Score:0Media & Creative
  18. 450

    Brand Guidelines

    Skill
    Applies Anthropic's own palette and type pairing to an artifact.
    Repo stars: —Score:0Frontend & Design
  19. 451

    Threat Model Analyst

    Skill
    Builds a STRIDE-A threat model of a repository and keeps it current as code moves.
    Repo stars: 38KScore:0Security & Compliance
  20. 452

    Create Architectural Decision Record

    Skill
    Writes a numbered ADR from the context, decision and alternatives behind a choice.
    Repo stars: 38KScore:0Documents & Office
  21. 453

    Biopython

    Skill
    Sequence handling, format parsing and NCBI Entrez access through Biopython.
    Repo stars: —Score:0Research & Science
  22. 454

    Performance Optimization

    Skill
    Profile first, fix the measured bottleneck, then measure again.
    Repo stars: —Score:0Coding Workflows
  23. 455

    Debugging and Error Recovery

    Skill
    Stops the line on an unexpected error and works down to the root cause.
    Repo stars: —Score:0Tests & Debugging
  24. 456

    Receiving Code Review

    Skill
    Requires understanding and checking review feedback before acting on any of it.
    Repo stars: —Score:0Code Reviews