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Review & quality

19,549 rows, by stacks then stars

1,642 of these skill files have been read, by 1,048 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid

  • Charge verify

    runxhq/runx/skills/charge/graph/charge-verify Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Pr review note

    runxhq/runx/skills/pr-review-note Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Review receipt

    runxhq/runx/skills/review-receipt Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Review skill

    runxhq/runx/skills/review-skill Skill

    75★ repo

    the governed runtime for agent skill workflows, off the leash but on the record

  • Git patch workflow

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/git-patch-workflow Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Jackson deserialization validation

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/fix-security-bug/jackson-deserialization-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Model verification unit tests

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3-flash-preview/nlp-paper-reproduction/model-verification-unit-tests Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Itinerary formatter

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3-flash-preview/travel-planning/itinerary-formatter Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 verification checklist

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/chinese-poem-generator/run2_verification-checklist Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 spatial analysis validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/earthquake-plate-calculation/run2_spatial-analysis-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 json validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/github-repo-analytics/run2_json-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 simpo testing and verification

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/nlp-paper-reproduction/run2_simpo-testing-and-verification Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 nml calibration workflow

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/temperature-simulation/run2_nml-calibration-workflow Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 data filtering validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/travel-planning/run2_data_filtering_validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 csv validation export

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/video-object-counting/run2_csv_validation_export Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 image processing verification

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/video-object-counting/run2_image_processing_verification Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 budget validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/travel-planning/run2_budget-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 file organization and validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/organize-messy-files/run2_file_organization_and_validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 budget validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/travel-planning/run2_budget_validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 excel verification

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/weighted-gdp-calculation/run2_excel-verification Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Compose Seven Character Regulated Verse Character by Character Using Anchors

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/chinese-poem-generator/run3_Compose-Seven-Character-Regulated-Verse-Character-by-Character-Using-Anchors Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Verify Rhyme Integrity in Modern Mandarin Finals

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/chinese-poem-generator/run3_Verify-Rhyme-Integrity-in-Modern-Mandarin-Finals Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 evidence validation checkpoint

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/enterprise-information-search/run3_evidence-validation-checkpoint Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Create and Apply Git Patch Files for Druid Security Fixes

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/fix-security-bug/run3_Create-and-Apply-Git-Patch-Files-for-Druid-Security-Fixes Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Disable JavaScript Execution in Druid Filters

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/fix-security-bug/run3_Disable-JavaScript-Execution-in-Druid-Filters Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Input Stream Validation Before Jackson Deserialization

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/fix-security-bug/run3_Input-Stream-Validation-Before-Jackson-Deserialization Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Check Repository Dependencies

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/nlp-paper-reproduction/run3_Check-Repository-Dependencies Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Track and Verify File Organization

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/organize-messy-files/run3_Track-and-Verify-File-Organization Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 check and setup python310

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-sonnet-4-6/nlp-paper-reproduction/run3_check-and-setup-python310 Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 itinerary validation

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-sonnet-4-6/travel-planning/run3_itinerary-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 glm metric validator

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/temperature-simulation/run3_glm-metric-validator Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 itinerary validation check

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/travel-planning/run2_itinerary-validation-check Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 answer formatter and tracker

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/enterprise-information-search/run3_answer_formatter_and_tracker Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 data format validation

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/financial-analysis/run3_data_format_validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 unit test execution and verification

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/nlp-paper-reproduction/run2_unit_test_execution_and_verification Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Json output formatter

    cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/enterprise-information-search/json-output-formatter Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Rhyme scheme validator

    cxcscmu/SkillLearnBench/skills/b4-skill-creator-gemini-3.1-flash-lite-preview/chinese-poem-generator/rhyme-scheme-validator Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Json answer formatter

    cxcscmu/SkillLearnBench/skills/b4-skill-creator-gemini-3.1-flash-lite-preview/enterprise-information-search/json-answer-formatter Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Artifact review search

    cxcscmu/SkillLearnBench/skills/human_authored/enterprise-information-search/artifact-review-search Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • External pr review

    postmelee/hyper-waterfall/templates/locales/en/mydocs/skills/external-pr-review Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • Task final report

    postmelee/hyper-waterfall/templates/locales/en/mydocs/skills/task-final-report Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • External pr review

    postmelee/hyper-waterfall/templates/locales/ko/mydocs/skills/external-pr-review Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • External pr review

    postmelee/hyper-waterfall/templates/locales/zh-CN/mydocs/skills/external-pr-review Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • Task final report

    postmelee/hyper-waterfall/templates/locales/zh-CN/mydocs/skills/task-final-report Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • External pr review

    postmelee/hyper-waterfall/templates/mydocs/skills/external-pr-review Skill

    74★ repo

    A human-governed AI coding workflow that distills ephemeral session context into persistent project memory—making work traceable, reviewable, and resumable.

  • Enforce sbom

    harness/harness-skills/skills/enforce-sbom Skill

    74★ repo

    A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.

  • Enforce slsa

    harness/harness-skills/skills/enforce-slsa Skill

    74★ repo

    A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.

  • Manage pull requests

    harness/harness-skills/skills/manage-pull-requests Skill

    74★ repo

    A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.

  • Scorecard review

    harness/harness-skills/skills/scorecard-review Skill

    74★ repo

    A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.

  • Verify sign

    harness/harness-skills/skills/verify-sign Skill

    74★ repo

    A collection of structured AI agent skills that enable Claude Code, Cursor, GitHub Copilot, and other AI coding assistants to create, operate, debug, and govern Harness CI/CD workflows through natural language.

  • Langgraph code review

    existential-birds/beagle/plugins/beagle-ai/skills/langgraph-code-review Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Adr writing

    existential-birds/beagle/plugins/beagle-analysis/skills/adr-writing Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Strategy review

    existential-birds/beagle/plugins/beagle-analysis/skills/strategy-review Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Commit push

    existential-birds/beagle/plugins/beagle-core/skills/commit-push Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Receive feedback

    existential-birds/beagle/plugins/beagle-core/skills/receive-feedback Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review feedback schema

    existential-birds/beagle/plugins/beagle-core/skills/review-feedback-schema Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review llm artifacts

    existential-birds/beagle/plugins/beagle-core/skills/review-llm-artifacts Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review plan

    existential-birds/beagle/plugins/beagle-core/skills/review-plan Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review skill improver

    existential-birds/beagle/plugins/beagle-core/skills/review-skill-improver Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

  • Review skill

    existential-birds/beagle/plugins/beagle-core/skills/review-skill Skill

    73★ repo

    Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.