AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Decay

  by @NeoLabHQ

  Manage evidence freshness by identifying stale decisions and providing governance actions

• Judge With Debate

  by @NeoLabHQ

  Evaluate solutions through multi-round debate between independent judges until consensus

• Query

  by @NeoLabHQ

  Search the FPF knowledge base and display hypothesis details with assurance information

• Setup Serena Mcp

  by @NeoLabHQ

  Guide for setup Serena MCP server for semantic code retrieval and editing capabilities

• Setup Context7 Mcp

  by @NeoLabHQ

  Guide for setup Context7 MCP server to load documentation for specific technologies.

• Setup Codemap Cli

  by @NeoLabHQ

  Guide for setup Codemap CLI for intelligent codebase visualization and navigation

• Fix Tests

  by @NeoLabHQ

  Systematically fix all failing tests after business logic changes or refactoring

• Plan Do Check Act

  by @NeoLabHQ

  Iterative PDCA cycle for systematic experimentation and continuous improvement

• Cause And Effect

  by @NeoLabHQ

  Systematic Fishbone analysis exploring problem causes across six categories

• Analyse Problem

  by @NeoLabHQ

  Comprehensive A3 one-page problem analysis with root cause and action plan

• Create Pr

  by @NeoLabHQ

  Create pull requests using GitHub CLI with proper templates and formatting

• Commit

  by @NeoLabHQ

  Create well-formatted commits with conventional commit messages and emoji

• Add Task

  by @NeoLabHQ

  creates draft task file in .specs/tasks/draft/ with original user intent

• Attach Review To Pr

  by @NeoLabHQ

  Add line-specific review comments to pull requests using GitHub CLI API

• Analyze Issue

  by @NeoLabHQ

  Analyze a GitHub issue and create a detailed technical specification

• Propose Hypotheses

  by @NeoLabHQ

  Execute complete FPF cycle from hypothesis generation to decision

• Actualize

  by @NeoLabHQ

  Reconcile the project's FPF state with recent repository changes

• Load Issues

  by @NeoLabHQ

  Load all open issues from GitHub and save them as markdown files

• Setup Arxiv Mcp

  by @NeoLabHQ

  Guide for setup arXiv paper search MCP server using Docker MCP

• Status

  by @NeoLabHQ

  Display the current state of the FPF knowledge base

• Create Ideas

  by @NeoLabHQ

  Generate ideas in one shot using creative sampling

• Reset

  by @NeoLabHQ

  Reset the FPF reasoning cycle to start fresh

• Spec Init

  by @legeling

  按风险编写和维护项目规范，保留有效功能约定与关键决策。用于明确要求整理 spec、补齐项目文档、更新需求设计或迁移旧文档流程；普通代码修改不自动启动完整文档流程。

• Release Sync

  by @legeling

  PromptHub release update skill. Use for `/update-readme`, version bumps, changelog updates, website sync, GUI screenshot/doc refresh, and multilingual release/documentation alignment.

• Bankvertrag Sparkassen Bauvertrag Vob

  by @Klotzkette

  Für AGB im Bankvertrag Sparkassen und Banken: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: bankvertrag-sparkassen-bauvertrag-vob.

• Begriff Vorformuliert Digitalen Produkten Iso

  by @Klotzkette

  Für AGB Begriff Vorformuliert 305: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route: begriff-vorformuliert-digitalen-produkten-iso.

• Blue Pencil Board Agb Bonitaetspruefung Bonus

  by @Klotzkette

  Für Blue Pencil und Geltungserhaltende Reduktion: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Tatbestands- oder Anspruchsmatrix.

• Aufrechnung Zurueckbehaltung 309

  by @Klotzkette

  Für Aufrechnung Zurückbehaltung 309: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Battle Of Forms Agb Kollision

  by @Klotzkette

  Für Battle of Forms AGB Kollision: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Automatische Verlaengerung

  by @Klotzkette

  Für Automatische Verlängerung: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt.

• Context Manager

  by @rmyndharis

  Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows, enterprise AI systems, and…

• Context Management Context Restore

  by @rmyndharis

  Use when working with context management context restore

• Context Management Context Save

  by @rmyndharis

  Use when working with context management context save

• Skill Creator

  by @Jamailar

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Codex's capabilities with specialized knowledge, workflows, or tool integrations.

• Wwud

  by @Jamailar

  What Would User Do for RedConvert. Infer how the current app user would decide, approve, reject, scope, phrase, prioritize, or route work inside RedClaw, automation approvals, creative workflows, manuscript/media decisions,…

• Video Director

  by @Jamailar

  Canonical entrypoint for every AI chat request that asks to make, generate, plan, or edit a video, including promotional films, ads, short videos, product videos, reference-image videos, image-to-video, first/last-frame…

• Redbox Video Director

  by @Jamailar

  Use when generating short videos with RedBox official video API. Produces a detailed shot script first, asks the user to confirm it, then chooses between text-to-video, reference-guided, and first-last-frame modes and calls the…

• Xhs Title

  by @Jamailar

  小红书标题公式工具。从 75 个验证过的爆款公式中，帮你挑对的、用对的、理解为什么用这个。 触发方式：/xhs-title、/小红书标题、「帮我起个小红书标题」「小红书标题公式」 Xiaohongshu title formula tool. Pick the right formula from 75 proven templates. Trigger: /xhs-title, "xiaohongshu title", "RED title…

• Wechat Official Formatter

  by @Jamailar

  Must be used for WeChat Official Account writing, Xiaohongshu-to-WeChat expansion, WeChat rich-text formatting, public-account draft preparation, binding checks, and draft publishing decisions.

• Member Skill Distiller

  by @Jamailar

  Distill team members from profile, files, and YouTube subtitles into session-activated member skills.

• Redclaw Style Definition

  by @Jamailar

  RedClaw 空间首次创作前的自媒体定位与写作风格定义。用“账号首页截图 + 文章/对标内容截图”两步证据流完成定位和文风学习。

• Wander Synthesis

  by @Jamailar

  漫步选题综合技能，用于从随机素材中选出高互动母版、拆解其内容公式，再从三条素材里挖掘细小选题，并完成基础质量自检。

• Skill Creator

  by @feiskyer

  Create, refine, and benchmark agent skills. Use when building a new skill, updating an existing one, running evals, checking trigger quality, or improving a skill description.

• Codex Skill

  by @feiskyer

  Leverage OpenAI Codex/GPT models for autonomous code implementation, code review, and plan review. Triggers: "codex", "use gpt", "gpt-5", "let openai", "full-auto", "adversarial review", "second opinion review", "用codex",…

• Brainstorming

  by @feiskyer

  Explore user intent, requirements, and design options through collaborative dialogue before implementation. Use before building new features, components, or systems — whenever the user describes something to build and design…

• Gpt Image Skill

  by @feiskyer

  Generate or edit images using OpenAI GPT Image API (gpt-image-2, gpt-image-1, etc). Use ONLY when the user explicitly names OpenAI or GPT as the provider: "gpt image", "openai image", "generate image with openai", "用 openai 画图",…

• Nanobanana Skill

  by @feiskyer

  Generate or edit images via Google Gemini (nanobanana). This is the DEFAULT image skill — use whenever the user asks to generate, create, or edit an image and does NOT name another provider. Triggers: "nanobanana", "generate…

• Github Review Pr

  by @feiskyer

  Review GitHub pull requests with detailed, multi-perspective code analysis using parallel subagents. Use this skill whenever the user wants to review a PR, asks for code review on a pull request, mentions "review PR", "check…

• Deep Research

  by @feiskyer

  Multi-agent research orchestration: split a research goal into parallel sub-goals, run each via headless `claude -p` subprocesses, aggregate results into a polished report file. Use for systematic web/document research,…

• Translate

  by @feiskyer

  Translate English or Japanese tech articles into natural, fluent Chinese. Use whenever the user asks for Chinese translation, says "translate to Chinese" or "翻译", or provides English/Japanese content (pasted text or a file) to…

• Github Fix Issue

  by @feiskyer

  Fix GitHub issues end-to-end — analysis, branch creation, implementation, testing, and PR submission. Use whenever the user mentions fixing a GitHub issue, says "fix issue

• Youtube Transcribe Skill

  by @feiskyer

  Extract subtitles/transcripts from YouTube videos. Triggers: "youtube transcript", "extract subtitles", "video captions", "视频字幕", "字幕提取", "YouTube转文字", "提取字幕".

• Grill Me

  by @feiskyer

  针对方案或设计的高强度追问式面试（adversarial design review / grill session），暴露假设漏洞与缺失约束，过程中同步维护领域模型（术语表和 ADR）。手动调用 /grill-me。

• Handoff

  by @feiskyer

  将当前对话压缩为交接文档（handoff document / session handoff brief），供下一个 agent 接续工作。手动调用 /handoff。

• Session Compact

  by @codeaholicguy

  AI DevKit · Compact a historical AI coding session with Jev when context is long, work is handed off or resumed, or durable continuation facts and memory candidates need extraction.

• Sw Chinese Opera Banqiang Cases

  by @jtydhr88

  Worked full-length scripts of banqiang-system Chinese opera with their creation records (板腔体全本语料库). Primary texts; 翁偶虹《锁麟囊》 (the revised score edition, 65 arias, 15 self-account-vs-score checks), 汪曾祺等《沙家浜》 (the 1965 text, not…

• Sw Chinese Opera Banqiang

  by @jtydhr88

  Playwriting for banqiang-system Chinese opera (板腔体：京剧、豫剧、越剧、秦腔、评剧、沪剧、淮剧、川剧弹戏), where sung passages are paired seven- or ten-character lines varied by metre (板式) rather than filled into fixed tune patterns. Covers genre…

• Sw Chinese Series Practice

  by @jtydhr88

  Mainland-Chinese TV-series craft, documents and production chain (国产剧创作体系与制片链) — the China layer parallel to the Japanese and Korean/French skills. Distilled from Yao Kougen 姚扣根《电视剧写作概论》(2016; series taxonomy, four Chinese…

• Sw Chinese Opera Qupai

  by @jtydhr88

  Chinese opera playwriting for the qupai (曲牌体) system — 元杂剧, 明清传奇, 昆曲, 川剧高腔, where sung text is filled into fixed tune patterns (填词) rather than built from paired lines varied by metre. Covers stage vs study (李渔 vs 吴梅/王季烈), the…

• Sw Series Case Studies

  by @jtydhr88

  Case studies of television series writing (剧集案例库) from primary texts; Sorkin's six West Wing teleplays (act-page tables, eight act-out types); Chase's five Sopranos scripts (the 35-beat A/B/C/D recipe, what a pilot refuses to…

• Sw Series Engine Bible

  by @jtydhr88

  From an idea to a sellable series design; series engine / franchise, story pattern, character webs that keep generating conflict, pilot types, and the documents that sell them (剧集引擎/franchise/故事模式/人物网/试播集类型/剧集圣经/跳板/提案). Merged…

• Sw Genre Anatomy

  by @jtydhr88

  Genre anatomy from John Truby's The Anatomy of Genres (类型解剖 / 类型节拍 / 混合类型 / 超越类型) — genres as beat systems with a life philosophy underneath; three rules (hit every beat of your genre, mix three or four genres, transcend the…

• Sw Japanese Screenwriting

  by @jtydhr88

  Japanese (and other non-Hollywood) screenwriting methods (日本编剧方法/原创剧本实战) — distilled from ten Japanese directors and writers in ゼロからの脚本術; Kosawa Ryota (three acts as 起承转合, speed by jumping), Uchida Kenji (beautiful structure,…

• Sw Dialogue

  by @jtydhr88

  Dialogue writing and revision for screen and stage (对白/台词/潜台词) — merged from Robert McKee's Dialogue (dialogue as action, said/unsaid/unsayable, exposition as ammunition, beat = action/reaction gerunds, flaws of…

• Sw Korean French Screenwriting

  by @jtydhr88

  Korean and French screenwriting practice (韩国/法国编剧方法) — from the international masterclass; Oh Seung-uk (Christmas in August, The Shameless; field research in disguise, "write the emotion", first act and last act first, spaces as…

• Simplify Implementation

  by @codeaholicguy

  AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability. Use when users ask to simplify code, reduce complexity, refactor for readability, clean up…

• Security Review

  by @codeaholicguy

  AI DevKit · Review code, skills, and prompts for security vulnerabilities — OWASP Top 10, prompt injection, business logic flaws, and insecure defaults. Use when reviewing PRs, auditing modules, reviewing AI skills/prompts, or…

• Dev Lifecycle

  by @codeaholicguy

  AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.

• Structured Debug

  by @codeaholicguy

  AI DevKit · Guide structured debugging before code changes by clarifying expected behavior, reproducing issues, identifying likely root causes, and agreeing on a fix plan with validation steps. Use when users ask to debug bugs,…

• Agent Orchestration

  by @codeaholicguy

  AI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies, relay outputs, resolve conflicts, and verify completion. Use only for ongoing multi-agent…

• Agent Communication

  by @codeaholicguy

  AI DevKit · Exchange information with active Codex, Claude Code, and other AI agents using ai-devkit agent list, detail, and send. Use when an agent needs to find another active agent, read its recent context, send it…

• Dev Implementation

  by @codeaholicguy

  AI DevKit · Implementation phase guidance for executing feature plans and checking implementation against design. Use when the user wants to implement planned tasks, update implementation docs, verify code matches design, or run…

• Agent Management

  by @codeaholicguy

  AI DevKit · Manage running AI agents with ai-devkit agent commands. Use when an agent needs to identify itself, list agents, start workers, inspect agent detail, assign work, group agents, resume sessions, stop agents, or…

• Dev Planning

  by @codeaholicguy

  AI DevKit · Planning phase guidance for creating and reconciling feature task plans. Use when the user wants to create an implementation plan, update planning docs, mark task progress, capture blockers or new tasks, or run…

• Dev Requirements

  by @codeaholicguy

  AI DevKit · Requirements phase guidance for starting features and reviewing requirements. Use when the user wants to capture a new requirement, clarify product scope, initialize feature docs, review requirements, or run…

• Verify

  by @codeaholicguy

  AI DevKit · Enforce evidence-based completion claims — require fresh command output before reporting success. Use when completing any task, fixing a bug, finishing a phase, running tests, building, deploying, or making any "it…

• Dev Commit

  by @codeaholicguy

  AI DevKit · Safe git commit workflow for AI coding agents. Use when the user asks to commit, prepare a commit, stage changes, create a PR-ready checkpoint, or finish work with a conventional commit while avoiding unrelated user…

• Refactor

  by @codeaholicguy

  AI DevKit · Systematic structural or multi-file refactors across any stack while preserving behavior and public contracts. Use for reorganizing modules, boundaries, naming, APIs/contracts, staged refactor plans, or refactor risk…

• Dev Worktree

  by @codeaholicguy

  AI DevKit · Worktree setup and resume guidance for isolated feature work. Use when starting, resuming, switching, or verifying a feature branch/worktree for lifecycle, debugging, implementation, review, or multi-agent workflows.

• Changelog

  by @codeaholicguy

  AI DevKit · Update CHANGELOG.md Unreleased items from git commits since the latest release. Use when users ask to update changelog/release notes from recent commits, with one concise line per commit and commit/PR links.

• Memory

  by @codeaholicguy

  AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable knowledge, update stale entries, and avoid saving transcripts, secrets, or one-off task progress.

• Document Code

  by @codeaholicguy

  AI DevKit · Document a code entry point with structured analysis, dependency mapping, and saved knowledge docs. Use when users ask to document, understand, or map code for a module, file, folder, function, or API.

• Dev Design

  by @codeaholicguy

  AI DevKit · Design phase guidance for reviewing feature design against requirements. Use when the user wants to validate architecture, review design docs, resolve design trade-offs, or run dev-lifecycle phase 3.

• Dev Review

  by @codeaholicguy

  AI DevKit · Final code review phase guidance for holistic pre-push review. Use when the user wants code review, final lifecycle review, design alignment checks, integration risk review, or dev-lifecycle phase 9.

• Dev Testing

  by @codeaholicguy

  AI DevKit · Testing phase guidance for adding and validating feature test coverage. Use when the user wants to write tests, update testing docs, run coverage, close coverage gaps, or run dev-lifecycle phase 8.

• Technical Writer

  by @codeaholicguy

  AI DevKit · Review and improve documentation for novice users. Use when users ask to review docs, improve documentation, audit README files, evaluate API docs, review guides, or improve technical writing.

• Tdd

  by @codeaholicguy

  AI DevKit · Test-driven development — write a failing test before writing production code. Use when implementing new functionality, adding behavior, or fixing bugs during active development.

• Task

  by @codeaholicguy

  AI DevKit · Track dev-lifecycle / structured-debug progress on a durable task with the ai-devkit task CLI. Use to record phase, progress, next step, blockers, and validation evidence.

• Dev Pr

  by @codeaholicguy

  AI DevKit · Publish a ready feature branch for review. Use when the user wants to sync, push, and open or update a code review request on GitHub, GitLab, or another Git host.

• Ai Devkit Setup

  by @codeaholicguy

  AI DevKit · Check local AI DevKit readiness and run setup only when status shows onboarding or harness integration gaps.

• Remote From Telegram

  by @codeaholicguy

  AI DevKit · Connect the current agent session to an available Telegram channel bridge.

• Remote From Slack

  by @codeaholicguy

  AI DevKit · Connect the current agent session to an available Slack channel bridge.

• Brainstorm

  by @codeaholicguy

  AI DevKit · Use when the user asks to brainstorm, ideate, generate ideas, expand options, challenge ideas, pressure-test ideas, compare concepts, narrow choices, name something, plan content angles, explore strategy, evaluate…

• Hivemind Graph

  by @activeloopai

  Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/. Use when the user asks structural questions about the codebase — "what calls X?", "what does Y import?", "where is Z…

• Hivemind Goals

  by @activeloopai

  Create, track and update team goals via the Deeplake virtual filesystem at memory/goal/. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use when the…

• Hivemind Goals

  by @activeloopai

  Create, track and update team goals in Hivemind via the `hivemind` CLI. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use when the user says "task",…

• Hivemind Graph

  by @activeloopai

  Query the local code graph (functions, classes, calls, imports) through the Deeplake mount at memory/graph/. Use when the user asks structural questions about the codebase — "what calls X?", "what does Y import?", "where is Z…

• Hivemind Goals

  by @activeloopai

  Create, track, and read team goals via Hivemind from openclaw. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use when the user says "task", "todo",…

• Hivemind Graph

  by @activeloopai

  Query the local AST-derived code graph (functions, classes, calls, imports) for structural codebase questions — what calls X, what does Y import, where is Z defined, blast radius of a change. The graph rebuilds automatically…

• Hivemind

  by @activeloopai

  Global team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling information.