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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit. | openobserve/ | 22k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 2 | Runs a loop on a GitHub pull request: fetch review state, triage comments into actions, implement them and resolve threads, repeating until nothing actionable is left. | prisma/ | 48k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts. | automazeio/ | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 4 | Reviews Cherry Studio branches, pull requests, commits, files and docs against the project's own architecture, naming, API-boundary and UI rules, report-only by default. | CherryHQ/ | 52k | — | ~3.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 5 | 5.Jevgrep A skill your agent uses for questions about how, why, or where behavior works in a repository, including questions that name a function or setting. | dzhng/ | 2.5k | — | ~741 | Automated safety check: Pass | MIT | 7 days ago |
| 6 | 6.PR Cycle PR review-and-update cycle — the orchestrator that takes a PR from review to resolved. | jaemk/ | 2.1k | — | ~4.8k | Automated safety check: Notes | MIT | 8 days ago |
| 7 | Iterative benchmarking, evaluation, and algorithmic optimization of alternative A2UI inference formats (such as Express, Atom, and Elemental). | a2ui-project/ | 17k | — | ~985 | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Runtime-V2 performance-iteration workflow. An agent skill from mirage-project/mirage. | mirage-project/ | 2.5k | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 9 | Clones any web app pixel-for-pixel from a URL. An agent skill from per-simmons/clone-app-pat-pro-public. | per-simmons/ | 259 | — | ~1.9k | Automated safety check: Notes | No licence | 4 mo ago |
| 10 | 10.PR Review Targeted, read-only review of a PR or checked-out branch. An agent skill from jaemk/self_update. | jaemk/ | 961 | — | ~1.5k | Automated safety check: Notes | MIT | 1 mo ago |
| 11 | 11.PR Review Targeted, read-only review of a PR or checked-out branch. An agent skill from jaemk/cached. | jaemk/ | 2.1k | — | ~2.5k | Automated safety check: Notes | MIT | 8 days ago |
| 12 | Hands one implementation task to Cursor Composer in an isolated git worktree, then reviews its diff and cherry-picks the result into the main branch. | Chachamaru127/ | 3.2k | — | ~4.4k | Automated safety check: Notes | MIT | 4 days ago |
| 13 | Delegates one bounded repository task to Kimi Code in non-interactive prompt mode and reads back the final result from its JSON event stream. | CherryHQ/ | 52k | — | ~504 | Automated safety check: Pass | AGPL-3.0 | today |
| 14 | Run a final code review on a pull request | openinterpreter/ | 69k | 2 repos | ~163 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 15 | Coordinates a hierarchical swarm of specialized agents through the claude-flow CLI for work that spans several files or modules at once. | ruvnet/ | 74k | 2 repos | ~779 | Automated safety check: Pass | MIT | today |
| 16 | Runs a hostile review of the Caffeine Java caching library with parallel subagents that get no design docs, then challenges and consolidates their findings. | ben-manes/ | 18k | — | ~1.9k | Automated safety check: Notes | Apache-2.0 | today |
| 17 | Runs the same code review locally that GitHub's auto-review actions run on a PR, delegating to a fresh-context subagent so the review isn't biased by the main session's own reasoning. | windmill-labs/ | 18k | — | ~995 | Automated safety check: Pass | Unknown | today |
| 18 | 18.Qwen Agent Delegate menial, well-scoped coding tasks to a cheap Qwen-backed subagent via the claude-9arm command instead of burning Claude tokens/quota. | thananon/ | 3.2k | — | ~1.5k | Automated safety check: Pass | No licence | 3 mo ago |
| 19 | 19.Team Mode A skill your agent uses when a task may benefit from a bounded subagent for implementation, large-codebase discovery at task start, independent review, requested or pre-commit code simplification… | oil-oil/ | 217 | — | ~1.3k | Automated safety check: Pass | MIT | 8 days ago |
| 20 | 20.Bench Baton Coordinate heavy local workloads across worktrees, processes, and subagents — benchmarks and timing-sensitive gates run exclusively on a quiesced machine, while builds, test suites, regeneration… | nooga/ | 568 | — | ~821 | Automated safety check: Pass | MIT | today |
| 21 | 21.Auto Devflow A skill your agent uses when starting an issue, bugfix, feature, or refactor that should be driven by multiple coordinated subagents: explore → plan → code → review, with the main agent acting as… | HuangPuStar/ | 552 | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | A skill your agent uses when writing, debugging, or resubmitting a dynamic-workflow script for the CreateWorkflow tool: choosing subagent topology, typing subagent results, fanning out over files or… | zai-org/ | 7.6k | — | ~23k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 23 | Picks a small, graph-based slice of source with Trailmark and hands a focused code task to a smaller or local model without exposing the whole repository. | trailofbits/ | 7.4k | — | ~2.1k | Automated safety check: Pass | CC-BY-SA-4.0 | 2 days ago |
| 24 | 24.Antigravity Run the Antigravity CLI (Gemini) as a collaborating AI inside Claude Code, with intelligent model routing across the software development lifecycle. | yuting0624/ | 377 | — | ~9.1k | Automated safety check: Pass | MIT | 4 days ago |
| 25 | Run the rule-driven agentic code review — discover rule blocks in the repo's .mdl files, prepare per-rule review groups (full project by default; diff-only with --pr-only), spawn one focused Sonnet… | dxos/ | 525 | — | ~4.4k | Automated safety check: Pass | Unknown | today |
| 26 | 26.QA Release Run jit's pre-release QA — a team of QA-engineer subagents (functionality, integrations, UX, bug-hunting, code review) that exercise a release candidate on this real Mac and hand back a consolidated… | jitpass/ | 162 | — | ~1.1k | Automated safety check: Pass | Unknown | 4 days ago |
| 27 | 27.Walkthrough Generates a self-contained HTML file with an interactive, clickable Mermaid diagram (flowchart or ER diagram) that explains how a codebase feature, flow, architecture, or database schema works. | alexanderop/ | 141 | — | ~3.4k | Automated safety check: Notes | No licence | 6 mo ago |
| 28 | Reference for MoAI-ADK's core development principles: TRUST 5 quality gates, SPEC-first domain-driven workflow, agent delegation and token budgeting. | modu-ai/ | 1.2k | — | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | A skill your agent uses when reviewing ava-labs/firewood code changes — pull request or local workspace. | ava-labs/ | 153 | — | ~2.1k | Automated safety check: Notes | Unknown | yesterday |
| 30 | Compares code paths that should behave the same, such as sync and async cache methods, and requires a concrete scenario where the two observably disagree. | ben-manes/ | 18k | — | ~4.3k | Automated safety check: Notes | Apache-2.0 | today |
| 31 | Capture a hard-won "golden path" from the current session as a reusable Agent Skill, so future sessions start already knowing it. | Kulaxyz/ | 963 | — | ~2.8k | Automated safety check: Warn | MIT | 25 days ago |
| 32 | 32.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/ | 222 | — | ~16k | Automated safety check: Notes | MIT | 3 days ago |
| 33 | Comprehensively diagnose and fix a failing Dependabot PR. An agent skill from axsaucedo/kaos. | axsaucedo/ | 280 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 34 | Orchestrate complex Codex coding work for the Plus profile with GPT-6 Luna at max reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra… | donvito/ | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 35 | Write or update the CLI --help text and README section for a new or changed rezolus feature (a subcommand, flag, mode, or behavior change), then prove the help is usable by dispatching a fresh… | iopsystems/ | 275 | — | ~2.2k | Automated safety check: Pass | Unknown | yesterday |
| 36 | Delegate coding, code review, analysis, and research jobs to Google Antigravity CLI (agy) sub-agents that run alongside your own work. | markfulton/ | 130 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 37 | 37.Review Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match… | fossasia/ | 1.6k | 35 repos | ~996 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 38 | Review tutti git diffs for project structure, layering, module ownership, and duplicate event-center infrastructure by planning focused architecture review tasks, then having the main agent… | tutti-os/ | 3.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 39 | End-to-end GECX/CXAS/CES conversational agent lifecycle -- build agents from requirements (PRD-to-agent), create and run evals (goldens, simulations, tool tests, callback tests), debug failures, and… | GoogleCloudPlatform/ | 107 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | In-depth code review that fans out parallel subagents across review areas — CRITICAL after non-trivial development. | Azure/ | 795 | — | ~1.6k | Automated safety check: Pass | MIT | today |
| 41 | Audit a finished design document for hard-to-read or hard-to-understand paragraphs, then harden the house-style rules so future design docs avoid them. | JetBrains/ | 439 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Multi-agent SlangPy code review using predefined specialist sub-agents. | shader-slang/ | 154 | — | ~777 | Automated safety check: Pass | Unknown | yesterday |
| 43 | 43.Sub Agent COSTLY: Spawns a separate sub-agent CLI session. An agent skill from Wide-Moat/open-computer-use. | Wide-Moat/ | 126 | — | ~1.9k | Automated safety check: Pass | Unknown | 4 days ago |
| 44 | Monitor GitHub pull requests through a subagent-based loop that watches CI checks, review comments, PR comments, review state, merge conflicts, and branch freshness. | elastic/ | 210 | — | ~4.1k | Automated safety check: Pass | MIT | today |
| 45 | Diagnoses misbehaving ADK agents by inspecting sessions, events, tool calls, and the exact request that reached the model. | google/ | 22k | — | ~837 | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Hands a self-contained coding task to Codex, Claude Code, OpenCode or Pi as a non-interactive background process, using OpenSquilla's exec_command and process tools. | TokenRhythm/ | 7.1k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | Publish an agent session as a readable trace page in Grain, with the story, key moments, every request and step on a timeline, subagents, and the pull requests it opened. | greenfield-inc/ | 522 | — | ~836 | Automated safety check: Pass | Unknown | today |
| 48 | Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an… | donvito/ | 1.7k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 8 days ago |