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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | Prepares a LangBot development and testing environment for an agent, covering service startup, proxy settings and browser access through Computer Use or Playwright MCP. | langbot-app/ | 18k | — | ~496 | Automated safety check: Notes | Apache-2.0 | today |
| 2018 | Creates C4 model diagrams at every zoom level, from system landscape to code, in ASCII, Mermaid or Structurizr, for designing or documenting software architecture. | lexler/ | 239 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2019 | Export, validate, and publish model sample-result images into docs/source/images and reference them from README/docs pages. | open-edge-platform/ | 6.2k | — | ~874 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2020 | 2020.Elves Autonomous multi-batch development agent for long unattended runs, reviewed-PR landing, Cobbler-first orchestration, and optional Fugu, Manus, Grok, Devin, or Oh My Pi (omp) provider shortcuts. | aigorahub/ | 221 | — | ~16k | Automated safety check: Notes | MIT | today |
| 2021 | 2021.Code Review Review a PR or working diff against this repo's intent layer (the AGENTS.md hierarchy), toolception pitfalls, and core invariants. | imbenrabi/ | 150 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 2022 | 2022.Go Carry out the intent approved in ready, as meant, and prove it with checks that actually ran. | prekuter/ | 413 | 1 repo | ~7.2k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 2023 | Drafts, creates, comments on and approves GitHub issues under strict rules: YAML Issue Forms, a duplicate search first, and guarded protected labels. | Gentleman-Programming/ | 7.7k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | today |
| 2024 | Check that an XLS specification conforms to the XRPL-Standards templates. | XRPLF/ | 291 | — | ~859 | Automated safety check: Pass | MIT | yesterday |
| 2025 | Prepare a stable release PR for the unified rslint npm packages by updating package versions and rule/TypeScript release metadata. | web-infra-dev/ | 461 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 2026 | Use EVERY time the user asks to update / bump the version catalogs, "сделать обновление", "обновить каталог(и)", "обнови версии", "оформи изменения", "update the catalog", or to record dependency… | RedMadRobot/ | 118 | — | ~9.5k | Automated safety check: Pass | MIT | 8 days ago |
| 2027 | 2027.Port Upstream Check GitHub notifications for upstream dcastil/tailwind-merge pull requests and port merged ones into this Ruby gem (branch, translated code, tests, commit, PR). | gjtorikian/ | 148 | — | ~1.9k | Automated safety check: Pass | MIT | 28 days ago |
| 2028 | IdeaVim git workflow conventions covering commits, branches, PRs, and CI. | JetBrains/ | 10k | — | ~424 | Automated safety check: Pass | MIT | today |
| 2029 | Sweep and update every dependency surface in the kubelb repo (go.mod, Makefile tool versions, prow images, GitHub Actions, hack/ci pins, addon Helm charts, pinned container images) and split the… | kubermatic/ | 148 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 2030 | 2030.Release Release ovenplayer to npm — confirm the version, verify the committed dist/ bundle is current, write the release notes, and open a draft GitHub Release for the user to publish. | OvenMediaLabs/ | 592 | — | ~1.3k | Automated safety check: Pass | MIT | 28 days ago |
| 2031 | 2031.Update Dedupe Update the repo-local dedupe-issue-local companion skill using closed-as-duplicate signals. | warpdotdev/ | 312 | — | ~927 | Automated safety check: Pass | MIT | 23 days ago |
| 2032 | 2032.Classify Paper List Classify papers newly added to Paper-List README.md into the repository's Markdown topic files. | YanjieZe/ | 610 | — | ~829 | Automated safety check: Pass | No licence | yesterday |
| 2033 | 2033.Ss Cpp Modern Modern C++20 authoring guidance for Serial Studio (Qt 6.11, C++20): concepts, ranges, move/RAII, std smart pointers, constexpr, lock-free SPSC atomics. | Serial-Studio/ | 7.2k | — | ~1.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 2034 | 2034.Odoo Workflow Mandatory pre-code gate and definition-of-done for ANY Odoo change (add field, override method, inherit view/xpath, OWL/JS patch, wizard, cron, controller, report, security, migration, bug fix… | unclecatvn/ | 145 | — | ~4.7k | Automated safety check: Pass | MIT | 17 days ago |
| 2035 | 2035.Research Lint Health-check a research directory produced by /research. An agent skill from iusztinpaul/ai-research-os-workshop. | iusztinpaul/ | 179 | — | ~2.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 2036 | 2036.Context Fields Apply cognitive constraints that reshape thinking. An agent skill from NeoVertex1/context-field. | NeoVertex1/ | 147 | — | ~1.3k | Automated safety check: Pass | No licence | 8 mo ago |
| 2037 | End-to-end GitHub repository maintenance for open-source projects. | numman-ali/ | 1.1k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 29 days ago |
| 2038 | 2038.Atmos Lint Atmos Terraform linting with TFLint: standalone atmos terraform lint, component-aware config discovery and toolchain versions, TFLint rule configuration, and lifecycle hooks/CI findings. | cloudposse/ | 1.4k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 2039 | 2039.Release Cut a Mission Control desktop release — bump package.json (must match the git tag), commit, create an annotated v-tag, push to trigger release.yml CI. | AgentSystemLabs/ | 159 | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 2040 | 2040.Code Review Reviews code for correctness and potential bugs, pinpoints bug locations by file and line, and suggests concrete fixes. | aide-family/ | 253 | — | ~815 | Automated safety check: Pass | No licence | 3 mo ago |
| 2041 | 2041.Release Lithoxyl Walks through releasing the lithoxyl Python package to PyPI: CalVer version bump, tagging, pushing and checking the published release. | mahmoud/ | 146 | — | ~1.3k | Automated safety check: Pass | BSD-3-Clause | 2 mo ago |
| 2042 | 2042.Agr Release Release process for the agr package. An agent skill from computerlovetech/agr. | computerlovetech/ | 451 | — | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 2043 | 2043.Skills Constitution 当 Agent 接到专业任务(编码/爬虫/文件操作/API调用/数据分析/文档/部署/推送等)时,强制先查记忆层和技能索引,有匹配必用、无匹配必搜、答复时自动推荐(排除已装)。用于防止 Agent 跳过技能直接硬扛通用能力。跨平台通用(WorkBuddy/Claude/ChatGPT/Cursor/Gemini 等 20+ 框架)。完整版本史见 CHANGELOG.md。 | jiabaobei/ | 232 | — | ~5.6k | Automated safety check: Pass | MIT | 8 days ago |
| 2044 | 2044.Recursive Mode Repository workflow orchestration skill for staged implementation, locked artifacts, late-phase receipts, and durable memory maintenance. | try-works/ | 136 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 2045 | 2045.Revdiff Pi-only interactive diff and file review with revdiff. An agent skill from umputun/revdiff. | umputun/ | 924 | — | ~2.5k | Automated safety check: Pass | MIT | today |
| 2046 | 2046.Noodle Release Prepare a versioned Noodle release by updating package.json, inspecting changes since the latest tag, auditing every repository-maintained skill, synchronizing affected README, AGENTS.md, tests… | wilfredinni/ | 367 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2047 | 2047.Merjs Work with the merjs Zig web framework. An agent skill from justrach/merjs. | justrach/ | 356 | — | ~4k | Automated safety check: Notes | MIT | 1 mo ago |
| 2048 | 2048.Conventional Commits Conventional Commits specification for consistent, machine-readable git commit messages. | pdsuwwz/ | 579 | — | ~522 | Automated safety check: Pass | MIT | 2 mo ago |
| 2049 | 2049.Excalidraw Architect Choose and compose the right Excalidraw diagram - architecture, flowchart, sequence, state, ER, swimlane, process, timeline, quadrant, pyramid, venn, loop, gantt, bar, line, scatter, and more -… | BV-Venky/ | 158 | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 2050 | 2050.Profile Route a verl-omni performance investigation to the right tool and capture a usable trace. | verl-project/ | 1.2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2051 | 2051.Architecture Diagram Build interactive, click-through architecture diagrams for software systems — a self-contained single HTML file with animated step-by-step flows, mode toggles (dev/prod, offline/online, v1/v2)… | konraddzbik/ | 115 | — | ~5.7k | Automated safety check: Pass | MIT | today |
| 2052 | 2052.Root Cause Debugging Runs a reproduce, localize, hypothesize, test, fix and verify loop to find a bug's root cause, applies the minimal fix and hands off a regression test. | jsmastery-pro/ | 1.5k | — | ~1.8k | Automated safety check: Notes | MIT | 2 mo ago |
| 2053 | 2053.Sdd Implementation Execute planned implementations following todo-lists systematically. | madebyaris/ | 197 | — | ~444 | Automated safety check: Pass | MIT | 3 mo ago |
| 2054 | 2054.Clippy CI Run QueryFlux Clippy the same way CI does (-D warnings, workspace, exclude queryflux-bench) and fix failures before opening or updating a PR. | lakeops-org/ | 144 | — | ~458 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2055 | A skill your agent uses whenever releasing or deploying KanVibe desktop from a clean, up-to-date dev checkout: ask only for the target version and release-note approval, then let the AI update… | rookedsysc/ | 144 | — | ~12k | Automated safety check: Notes | AGPL-3.0 | today |
| 2056 | 2056.Vivid Figures Skill 规划、生成、修改和检查数学建模与科研图表;包含143个完整源码配方、3套组合模板、统一配色和来源差异工具,以及Draw.io/TikZ、HTML/Mermaid和科学场景插图。 | yjz211/ | 457 | — | ~395 | Automated safety check: Pass | Proprietary | 24 days ago |
| 2057 | Skill for identifying code smells and refactoring code using Clean Code, SOLID, and DRY principles. | fike/ | 101 | — | ~402 | Automated safety check: Pass | MIT | 2 days ago |
| 2058 | 2058.Rails Jobs Apply best practices for Rails background jobs using simple orchestration, idempotency, and safe retries. | marckohlbrugge/ | 724 | — | ~1.2k | Automated safety check: Pass | No licence | 4 mo ago |
| 2059 | 2059.Design Council A skill your agent uses when the user says "convene the council", "design debate", "council review", "get the team together", "run a design review", or "debate this design"; OR describes a… | sjsyrek/ | 181 | — | ~2.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 2060 | 2060.Skill Doli Upmerge Forward-port (upmerge) Dolibarr maintenance branches in cascade (n into n+1, up to develop) with dev/pullmerge.sh, and resolve merge conflicts without committing. | Dolibarr/ | 7.7k | — | ~674 | Automated safety check: Pass | MIT | today |
| 2061 | 2061.GitHub Closing Draft A skill your agent uses when drafting GitHub PRs, issues, listing copy, or maintainer requests for qualified codex-profiles tracker targets. | Ducksss/ | 180 | — | ~913 | Automated safety check: Pass | MIT | today |
| 2062 | Designs scalable NestJS modular monoliths with domain-driven design, Clean Architecture layers and optional CQRS, defining bounded contexts and strict module boundaries. | tech-leads-club/ | 7k | — | ~3.9k | Automated safety check: Pass | CC-BY-4.0 | 2 days ago |
| 2063 | 2063.Hunk Herdr Review Leave inline review notes on a hunk session a user is reviewing inside herdr, using the hunk binary bundled with the jhochenbaum.hunkdiff plugin. | jhochenbaum/ | 143 | — | ~1.9k | Automated safety check: Pass | MIT | 4 days ago |
| 2064 | 2064.PR Reviewer Evaluates GitHub Pull Requests against a Test Sufficiency Matrix and Intent Realization Alignment, or provides a high-level summary of all open PRs in the repository. | pyuvm/ | 572 | — | ~813 | Automated safety check: Pass | Unknown | 5 days ago |