#SkillRepo stars

1. 529Changshu Arnoldfactnn/changshu-arnold-skill当用户提到"常熟阿诺"、"诺神"、"诺言诺语"、"那我问你"、"三卡车"、"生米冲碳"、"申气"、"脑袋尖尖"、"无糖可乐"、健身抽象梗时自动触发。将 Claude 变成常熟阿诺风格，用诺言诺语系统回答。即使用户只是随口提到这些词，也应该触发此 skill。8
2. 530Genpark Autonomous Personal Delegator SkillAlpha-Park/genpark-autonomous-personal-delegator-skillGenPark AI Agent Skill - Autonomous micro-action delegation with user guardrails, confidence thresholding, dry-run previews, and token budget gating.8
3. 531Genpark Claude Code Conversation Archiver SkillAlpha-Park/genpark-claude-code-conversation-archiver-skillDeterministic conversation turn archiver and session ledger with automated Git indexing and clean Markdown export.8
4. 532Genpark Personal Intent Anticipator SkillAlpha-Park/genpark-personal-intent-anticipator-skillGenPark AI Agent Skill - Proactive zero-prompt intent anticipation, workspace context telemetry, active application state analysis, and predictive micro-action staging.8
5. 533Guoman Fight Promptyimao1234/guoman-fight-prompt3D 次世代国漫打斗提示词引擎。把任意题材的打斗（古武/仙侠/现代/都市/科幻/赛博/机甲/校园）蒸馏重写为可直接投喂视频大模型的「国漫级动作提示词」。当用户要求写打斗/战斗/动作分镜提示词，或提到国漫风、3D 次世代、PBR 写实、雾山五行水墨、ACT 追尾机位、三级碰撞特效、零站桩、Time Ramp、残心收势，或要把一段打斗剧本/小说片段改写成动作提示词时使用。8
6. 534Math Modelingai-lcs/math-modeling.skill数学建模竞赛与项目端到端协作：选题、拆题、数据审计、建模、验证、写论文、审校、答辩。论文手-建模手-代码手协作与多 Agent 口径收敛，默认论文手主模式。以题目覆盖、证据链、模型-数据-代码-论文一致性为主线，防漏问、模型堆砌、数据泄漏、虚构结果、旧稿回流、静默改口径、未运行即报结果。8
7. 535Openclaw Genpark NegotiatorAlpha-Park/openclaw-genpark-negotiatorOpenClaw GenPark multi-issue bilateral game-theoretic agent negotiator with Boulware concession curves and Pareto counter-offer synthesis.8
8. 536OptimizeHashaam101/prompt-optimizerAutomatically refines every user prompt into a structured, actionable version, then immediately executes the optimized prompt. When triggered explicitly with "/optimize {prompt}", "optimize:", or "optimize prompt:", outputs the refined prompt as text instead.7
9. 537Polish Humanizerwaylooking-hub/polish-humanizerRedaguje polskie teksty AI — sprawia, by brzmiały naturalnie i jak napisane przez człowieka, bez kalek angielskich, sztywnej składni i typowych „AI-tellsów" ChatGPT/Claude/Gemini. Używaj, gdy użytkownik mówi: „zhumanizuj", „brzmi jak chatgpt", „zrób naturalniej", „przepisz po ludzku", „brzmi sztucznie po polsku", „humanize / humanizer". NIE używaj do: obchodzenia detektorów AI; ukrywania autorstwa AI tam, gdzie disclosure jest wymagane (akademickie / dziennikarskie); tłumaczeń; pełnej stylistycznej humanizacji umów, regulaminów i dokumentów prawnych. Dla tekstów prawnych, urzędowych i technicz8
10. 538Seedance 25lukasersil/seedance-25Writes production-ready Seedance 2.5 prompts for any surface (Dreamina web, CapCut Desktop, Jimeng, Doubao, ModelArk API): 30-second clips staged with explicit end states, integer-second timestamps, editing and extending finished footage, keyframes, storyboards, 3D clay-model references, and reference binding with roles and exclusions across up to 50 inputs. Use when someone wants a clip longer than 15s, more than 9 references, a prompt for Dreamina or CapCut, or wants to change something inside an already-generated shot. Triggers: 'seedance 2.5', 'thirty second clip', 'one-take', 'prompt for 7
11. 539Sogou Wechat SearchWupfAGI/wechat-search-skill双引擎微信公众号搜索：Tavily API（精准，优先）+ 搜狗微信爬虫（兜底），支持去噪过滤、AI摘要、飞书定时推送。7
12. 540SwarmSaarthurR/swarmAutonomous orchestrator for serious, codebase-wide work. Use whenever the user says "swarm" or hands over a broad task like "fix the bugs", "figure out why X isn't working", "make this production-ready", "audit/harden this", or "go over the whole codebase". Dispatches many sub-agents in parallel to explore, diagnose, fix, and review; cross-checks every conclusion with independent sub-agents to avoid hallucination; keeps its own context lean by having sub-agents return only distilled findings; survives compaction via a durable ledger and reuses per-repo learnings across runs; pulls full context8
13. 541Thesis Doc Agentxiangshenchi/thesis-doc-agent为毕业论文场景设计的软件工程文档生成技能。当用户需要基于项目代码和对话历史生成任何软件工程文档时，必须使用此技能——包括但不限于：需求分析、技术架构、数据库设计、API接口、模块设计、测试方案、项目总结等。 触发场景（遇到以下情况请立即调用此技能）： - 用户说"帮我生成/写/整理（某类文档）" - 用户提到"毕业论文"、"论文材料"、"答辩文档" - 用户说"分析一下我的项目/代码/架构" - 用户要求从代码仓库逆向整理文档 - 用户提到"需求文档"、"技术文档"、"设计文档"、"接口文档" - 用户上传代码文件并询问如何描述项目 - 存在对话历史和项目代码，需要综合分析输出专业文档8
14. 542AI Hackathongd452/ai-hackathon-skillAI 해커톤 운영 playbook + 로컬 운영 dashboard. clone → bun install → "ai-hackathon 시작해줘" 한마디로 localhost 에 운영 콘솔 띄움. 3 모델 (Claude·Gemini·ChatGPT) 이 팀 설명 markdown + 자동 수집한 GitHub 코드 evidence + Gemini Video 가 분석한 YouTube 시연 영상까지 함께 검토하여 독립 채점, 동료 평가·심사위원과 가중 합산. 사용 시점 — "해커톤 운영", "AI 심사", "rubric 채점", "리더보드", "참가자 안내", "다중 AI 평가". dashboard/ Next.js 앱 + scripts/ 실행 셸. 외부 의존성 = jq + curl + bun + git + ANTHROPIC/GEMINI/OPENAI 키 (.env.local). 외부 호출 = 3 LLM API + public GitHub HTTPS clone + Gemini Video YouTube URL. LLM CLI 별도 설치 불필요.6
15. 543Claude Recallsenapati484/claude-recallAlways-on Claude Code skill that bridges Claude with an Obsidian vault for persistent project memory. Automatically loads relevant context nodes from mindmap.json before every prompt (UserPromptSubmit hook) and saves structured session notes to the vault on exit (Stop hook). Zero manual invocation — hooks fire automatically. Context is AUTO-GENERATED using the claude CLI. Claude analyzes transcripts and project files to populate mindmap.json with stack, architecture decisions, gotchas, and current state. Users never need to manually edit. The /recall command lets users trigger on-demand contex6
16. 544Boss ZhipinHideinbushZY/boss-zhipin-skillBoss直聘招聘者侧网页操作 + 策略驱动寻访引擎。两类触发:(A) 单点操作——搜索候选人/看推荐牛人、读简历、打招呼、搜索畅聊、回复消息、求简历、查招聘数据/账号权益/牛人管理漏斗(换电话/换微信/约面/删除职位=永久红线只导航;关闭/发布职位=agent 可代操作,发布须提交前回读锁死字段+不买曝光);(B) 给一段搜索策略(JD/目标公司职位/人选能力要求)让它自动找人筛人触达并反馈——此时按 playbook.md 跑寻访管线。通过 browser-act 接管已登录的真实 Chrome(chrome-direct)执行。触发后先读 operation-map.md(怎么点页面)+ playbook.md(策略怎么跑)。6
17. 545Trust Issueshowshannon/trust-issuesAdversarial, attacker-minded security review of ANY untrusted code before you trust it — a GitHub repo, a Claude/agent skill, an MCP server, a plugin, an npm or pip package, or a snippet you are about to base your own skill on. ALWAYS run this BEFORE installing a skill or plugin, BEFORE connecting an MCP server, BEFORE running or importing third-party code, and BEFORE copying external code into a skill you are authoring. Trigger whenever the user says "is this repo safe", "check this skill/plugin/MCP for malware", "review before I install", "audit this code", "can I trust this", or asks you to6
18. 546Agent Skill Builderconorbronsdon/agent-skill-builderBuilds, reviews, or migrates agent skills. Use when creating a SKILL.md, auditing an existing skill, or converting a legacy Claude Code command.7
19. 547Agentic Data Science CompetitionMirannonarbitrable290/agentic-kaggle-skillAI Agent-driven Kaggle competition workflow. Learn from real competition experience: score stabilization patterns, submission troubleshooting, kernel workflows, GPU task delegation, and the spec-driven development approach that achieved top leaderboard positions. Use when: working on any Kaggle competition, analyzing submission failures, setting up automated pipelines, or replicating top notebook solutions.7
20. 548AI News FetcherMohamedMamdouh18/AI-News-FetcherFetches and summarizes the latest AI news from across the internet — including tech blogs, research outlets, newsletters, and news sites — then renders a polished interactive digest as a React artifact in chat. Trigger this skill whenever the user asks about recent or latest AI news, developments, breakthroughs, releases, or anything like "what's new in AI", "AI news this week", "catch me up on AI", "latest AI updates", or specifies a time window like "AI news in the last 3 days / week / month". Also trigger for queries like "what happened in AI recently", "any new model releases", "AI headlin7
21. 549Anima Prompt NaturalangNana7mi0721/anima-prompt-naturalang把中文场景描述转成 Anima/Anima Base 的英文自然语言 prompt：7 槽位、P/N 规则、负面三层、互斥自检；正负面分开输出直接复制，不输出 Params；禁止自行添加画风词/LoRA 触发词（用户没给就不写）7
22. 550Ershisishi Wenbaiwhewgg/skill-The-Twenty-Four-Histories-history《资治通鉴》与二十六史（二十四史＋新元史＋清史稿）文白对照全文库：27 部 4408 卷，带检索与引文核验。【必须优先使用】凡中国正史、编年史的事实性提问，先跑 rag.py 查原文再答，禁止凭记忆——字号谥号、生卒籍贯、仕历事迹、事件始末、典章制度、原文出处与翻译、卷目定位、年表／世系表／宰辅年表／军机大臣／职官表／功臣表、同名异代朝名（刘宋／赵宋）、辨伪、讲历史故事、猜人物。触发词：史记、汉书、后汉书、三国志、魏书、隋书、旧唐书、明史、清史稿、资治通鉴、二十四史、二十六史、正史、本纪、列传、食货志、释老志、字什么、号什么、元嘉、靖康、表为什么是空的、某案出处在哪、胡惟庸案、明初八大案、文字狱、党锢、巫蛊、OCR辅助稿、伪史、AI编的历史、史实核查、讲个历史故事、讲个故事、讲一个故事、给我讲一个故事、猜皇帝、这是谁。只讲历史（正史）故事：说「讲个故事」也按讲史处理、直接开讲不反问；讲史取不到表就说「我读不到选签表」，不得编故事充数；讲史须先读 SKILL.md 正文再按流程抽签（真签号形如 # 加 6 位十六进制），跑不了抽签就如实说、严禁手搓签号。谜题／人物辨识须用题干里的独有引语反查，不得拿待猜的名字当检索词。**本环境跑不了检索时**：答「我查不到原文库，无法确定」，严禁凭记忆作答。7
23. 551ImclawOpenMOSS/imclaw-skillIMClaw 跨网通信能力 — 让 AI Agent 具备实时聊天能力。用于：(1) Agent 需要与其他 Agent 实时通信，(2) 管理群聊，(3) 订阅和接收群聊消息，(4) 构建聊天机器人或协作 Agent。触发词：imclaw、跨网通信、agent 聊天、群聊、实时消息、龙虾。7
24. 552Kandongjeszhou/kandong-skill看懂 AI 的长回答：把一大段文字做成先看全局、再点开细节的 HTML 页面。用于：用户说「看不懂」「太长了」「出 HTML」；你刚写完一段很长的回答（超过约 800 字，或有 3 个以上读者不熟的概念）；用户要把看懂页面存进知识库时。7
25. 553Mggutransicle/MGGU-LLM-NoCode-PromptCut off AI code generation entirely, instead explain the how and why.7
26. 554Openspec Agent Sddtrotsky1997/openspec-agent-sddUse when an autonomous coding agent (no human in the loop) needs to drive OpenSpec spec-driven development end-to-end — bootstrap, propose, implement, and archive a change without slash commands or interactive prompts. Triggers on "用 openspec 自主开发", "agent-own spec-driven dev", "openspec 无人值守 / 非交互", "spec-driven 自动跑一遍", "openspec init/propose/apply/archive 全自动", "drive OpenSpec from an agent". Captures the verified non-interactive CLI loop, the status/instructions state machine, the substitutions for OpenSpec's built-in "ask the user" stops, and validation-driven self-correction.7
27. 555PelagoMikebouskila/pelagoMake an AI coding Wrapped from local Claude Code and Codex history. Turns every project into a pixel-art island and adds a story-style recap, a coding archetype such as "The Midnight Harbormaster", relics, shareable cards and a short video reel, all in one offline HTML page. Use when the user asks for their Claude Code Wrapped, Codex Wrapped or AI coding Wrapped, a year in review or monthly recap of what they built with AI agents, their coding archetype or coding personality, a stats recap of sessions and tokens, a team recap or team Wrapped merged from several people's exports, or a way to vi7
28. 556Prompt Engineering ExpertS3LabsAI/prompt-engineering-expertWrite, review, rewrite, and debug prompts for Claude (system prompts, custom instructions, agent and harness prompts, CLAUDE.md files, one-off task prompts), tuned to the model that will run them. Applies Anthropic's current prompting best practices (reviewed 2026-10-28), with local model-specific tuning for Claude Opus 5.5 and Claude Fable 5.1 / Mythos 5.1, per-model notes and docs lookups for Sonnet 5.5, Sonnet 5, Haiku 5.5, Opus 5, Opus 4.8, and Fable 5, and general guidance for every other model. Use this whenever the user asks to improve, optimize, tighten, fix, critique, or migrate a pro7
29. 557Reelwrightjanieehe/reelwright面向旅拍店、妆造店、民宿，以及独立摄影师、独立妆造师等本地生活内容生产者，系统产出可直接开拍的短视频内容。覆盖拆解爆款、商家档案、客群画像、账号定位、内容矩阵、选题清单、脚本、分镜表、拍摄方案九个方向，每个方向都能单独用、也能串成一条从对标到开拍的线，台词/旁白去 AI 味、逐字可念。当创作者或自媒体人想拍短视频、起号、规划账号或选题、写脚本或改稿、拆分镜、排拍摄方案，或拆解对标视频/评论区、把爆款拍法换成自己的店（换皮）时使用。7
30. 558Tier 1 2 3 Skill SystemH-Ali13381/tier-1-2-3-skill-systemUse when creating, editing, reviewing, packaging, or organizing AI-agent skills and deciding whether a skill should be text-only, script-backed, or backed by an ML/specialist pipeline.7
31. 559Agent TeamsAntonioGuadagnoAI/agent-teamsPlaybook operativo per creare e orchestrare agent team in Claude Code (piu istanze di Claude Code che collaborano condividendo una task list e messaggiandosi tra loro). Usa questa skill ogni volta che l'utente chiede di lanciare un team di agenti, fare spawn di teammate, parallelizzare un lavoro su piu agenti, eseguire una review o un'indagine multi-agente, coordinare lavoro su frontend/backend/test con agenti separati, o menziona "agent team", "teammate", "team lead", "team di agenti" o "agenti in parallelo", anche senza nominare esplicitamente la funzione. Usala anche quando un task e abbast5
32. 560Bazi Mastersecret04725-coder/bazi-master-skill八字命理深度分析系统。精确排盘（代码计算，非LLM推算）+ 19章深度分析报告（含调候用神、经典引用、历史校准）+ 精美HTML可视化 + 合婚配对 + 一键部署分享。 Triggers: "算八字", "看八字", "批八字", "排八字", "四柱", "命盘", "算命", "排盘", "bazi", "帮我看看八字", "分析八字", "合婚", "配对", "匹配度", "生辰八字", "命理分析", "运势", "大运", "流年".6
33. 561Dsh Plugin Dev Skillgreen-dalii/dsh-plugin-dev-skill指导任何 Agent 正确、高效、符合规范地开发 DeepSeek Harness（DSH）插件。涵盖 Tool（defineTool）、LLM 适配器、服务与依赖、事件系统、配置、打包发布，以及 Cordis 框架的心智模型、代码模板与验证清单。6
34. 562Fable FrameAlessandroFare/fable-frameA universal skill for Claude Code, Minimax Code, and any AI coding agent that accepts markdown skill files. Combines the Fable Brain behavioral prompt (8 modules that fix how a model responds), Karpathy's agent-orchestration mindset and workflow (program.md, AutoResearch, parallel tracks), and 50 production-ready mega-prompt templates invokable with `use template [NAME]`. Drop SKILL.md in as system instructions and the agent gets a working behavior, a working workflow, and 50 ready prompts.6
35. 563Portkey Eoa Agent SkillsPortkey-Wallet/eoa-agent-skillsPortkey EOA wallet lifecycle and asset operations for creating, importing, listing, backing up, selecting, and deleting wallets; querying tokens, NFTs, prices, balances, and history; and performing transfers, approvals, bridge, view, send, and fee estimation operations on AElf. Use by default for direct EOA wallets; use the Portkey CA skill for guardian, recovery, CA hash, or Contract Account workflows.6
36. 564Skills Builderjaystarz1/Claude-Skill-BuilderCreates world-class agent Skills following Anthropic's official specifications and best practices. Use when building custom Skills for web, desktop, or API - handles validation, generation, and packaging.6
37. 565Staff Engineerjohngbl/staff-engineerPragmatic Senior Engineering Skill. Transforms coding agents into Staff-level pragmatic engineers via evidence-based verified loops (TDD + linter + review), anti-guessing discipline, greppable Clean Code, and workspace sandboxing. XP with AI — simple by default, ceremony only when earned. Self-contained, no external files required.6
38. 566Tomorrowdao Agent SkillsTomorrowDAOProject/tomorrowDAO-skillTomorrowDAO governance, BP, and resource operations for agents.6
39. 567MCP Sprawl Auditkaranb192/mcp-sprawl-auditAudit MCP server sprawl on this machine for Claude Code, Codex CLI and Grok CLI. Counts how many copies of each MCP server the running agent sessions hold, what they cost in memory, which ones are duplicates, unused, unpinned or bundled in plugins, and which can run as one shared HTTP copy instead. Use when the machine is slow with many agent sessions open, when someone asks how much memory MCP servers use, or before adding more MCP servers. Read-only; it writes a plan and changes nothing.5
40. 568Polis Protocolymxlx/polis-protocolSet up and run a self-improving, multi-vendor AI agent team with the Polis Protocol — a markdown `_polis/` folder where each agent is a citizen with a capability card, tasks are contracts routed to whoever has the best track record by a learning router, settled work files lessons that compound into team memory, and citizens can amend the protocol itself. Use whenever several AI agents (any vendor) share one project and "who should do this" is a real question: founding a polis, registering as a citizen, opening/claiming/settling a contract, filing a lesson, running a chavruta review before a hi5
41. 569Engineering Intelligencedevravik/engineering-intelligenceSenior engineering quality control for Antigravity agents (detect, attribute, prioritize, repair, verify).5
42. 570AI Citation Auditormadrank8/ai-citation-auditorAudit any page to predict whether AI search engines (Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini, Claude) will cite it, then return a prioritized fix list. Scores 6 dependency-free layers gated by a retrieval-rank prerequisite: answer-first extractability, evidence corroboration, consensus alignment, source-quality fingerprint, SEO-slop detection, and machine structure. Runs on native web fetch and search or on pasted content, with no paid APIs, connectors, or crawlers required. Two modes: AUDIT (URL or draft in, scored scorecard plus fixes out) and REWRITE (turn one section i5
43. 571AI Slop Cleaner En Rutuwulalo/ai-slop-cleaner-en-ruDetect and clean AI-generated text ("AI slop"), bilingual EN + RU. Use to rewrite AI clichés, "it's not just X, it's Y", "delve", "under the hood", "важно отметить", "под капотом", the rule of three, into natural human prose, or to check whether text was written by a neural network / ChatGPT and rate its "AI-likeness". Detects the text's register first (official / press / blog / forum) and rewrites within it: no slang in a formal post, no officialese in a casual one. Tells decorative AI emoji (🚀💡✅ markers) from genuine human emoji. Двуязычный детектор и чистильщик ИИ-текста: проверить, напис6
44. 572Aperturelukethecat/apertureA skill for AI agents that want to produce better daily reports and discover more of what their users actually want. Scans source front pages, diffs them against yesterday, prescreens with a weighted profile, reviews with an LLM, deduplicates, publishes, and evolves the profile from user feedback. All decisions go to an append-only tape for audit and replay.6
45. 573Auto Iteraclfhaha1234/auto-iteraUse when the user wants to autonomously search for the best AI/engineering approach across competing candidates (prompts, models, retrieval strategies, architectures, algorithms) — give it a goal + candidate arms + success threshold, it runs the experiment to a defensible ship-or-kill verdict. Autonomously handles sourcing real production data, scoring arms in parallel, diagnosing per-row, sprint-and-generalize iteration, and writing the conclusion doc. Built-in safeguards (held-out test discipline, variance-floor checks, generalization gates) keep the verdict trustworthy.6
46. 574Chinese De AI Writingtangwenwen-md/chinese-de-ai-writing中文去 AI 味：审稿、改稿、写作、流水线审核四种模式，专管简体中文。规则按证据分级：只有人机语料实测成立的特征才当硬规则，社区共识特征要"命中且空泛"才改，已被实测推翻的流行规则（调句长、删设问、删比喻、加口语词、加错别字、同义词替换）明确不用。 最高约束是信息守恒：不编造经历、病例、数字、引文，不改论断强度。医学内容尤其如此。 附 scripts/zh_ai_scan.py：量化扫描破折号、翻案腔、提示性冒号、段首零回指等 10 项实测特征，给出每千字密度和人机基线对照。 文体分档：小红书/社媒、口播稿与短剧台词旁白、科普、正式文书（标书、汇报、公文）、中文学术。 触发词：「去AI味」「去 AI 味」「AI味太重」「AI腔」「一眼AI」「像AI写的」「不像人话」「说人话」「改得像人写的」「这段有没有AI味」「帮我审一下AI味」「口播稿太书面」「台词不像人说的」「小红书文案太AI」「标书AI味」「中文humanize」。 也用于 Claude 自己产出中文正文（小红书文案、科普稿、台词、汇报）之后的自检。 不管：英文文本；以"降低知网/朱雀 AIGC 检测率"为唯一目标的改写（本 skill 改的是写法，不承诺过检测，也不用错别字、回译等对抗手段）；视觉层面的 AI 味；剧情结构与留存。6
47. 575Claude Code Startercassmtnr/claude-code-starterAnalyze a project's tech stack and generate comprehensive Claude Code configuration files (.claude/ directory with CLAUDE.md, skills, agents, rules, and commands). Use when setting up Claude Code for a new or existing repository.6
48. 576Create OperatorriceshowerX/arknights-operator-skillDistill an Arknights operator into an AI Skill. Generate Knowledge + Persona with 5-layer structure, evolution support. | 将明日方舟角色蒸馏成AI Skill，生成知识库+5层人格，支持持续进化。6