AI Ml AI agent skills

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

• Oma Voice

  by @first-fluke

  Generate speech or transcribe audio locally with Voicebox. Use for narration, voice assets, dictation, and meeting transcription.

• Oma Academic Writing

  by @first-fluke

  Draft and revise academic prose against a rubric, evidence, and citation requirements. Use for essays, reports, literature reviews, or academic style audits.

• Oma Refactor

  by @first-fluke

  Restructure existing code while preserving observable behavior. Use for targeted technical debt or hotspot work with characterization tests.

• Oma Skill Creation

  by @first-fluke

  Create or revise OMA skills and their references. Use for skill routing, execution contracts, conditional loading, and authoring validation.

• Oma Pdf

  by @first-fluke

  Extract PDF text, headings, tables, and images into Markdown using opendataloader-pdf. Use for PDF parsing, not PDF layout creation.

• Oma Brainstorm

  by @first-fluke

  Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

• Oma Docs

  by @first-fluke

  Check documentation references, sync docs to code changes, and detect translation drift. Use for documentation maintenance in a repository.

• Oma Recap

  by @first-fluke

  Summarize AI conversation histories for a specified date or period. Use for daily work recaps and cross-tool activity summaries.

• Oma Coordination

  by @first-fluke

  Coordinate assigned specialist tasks and handoffs manually. Use when supervising a multi-agent project step by step.

• Phone Ui Demos

  by @Unclecheng-li

  把产品/知识点/文案做成"手机系统 UI 风格"的电影化网页演示动画——观众像在看一台真手机的精心编排录屏：锁屏通知、聊天、设置页、控制中心、App 界面逐镜头呈现，HyperOS/MIUI 级手感动效 + 虚拟时钟播放器，可全屏录屏当成片。只要用户提到：手机 UI 演示、手机录屏风格动画、App 演示网页、把产品做成手机里的演示、锁屏通知动画、系统 UI 风格演示页、或要求改造升级一批手机风格演示页——就用本…

• 学霸笔记

  by @Unclecheng-li

  生成手写笔记本风格的单文件 HTML 学习笔记。当用户需要将技术内容、漏洞分析、知识总结等转化为视觉精美的网页笔记时使用。

• Flowchart

  by @Unclecheng-li

  生成教育/科普类流程图、概念图、原理演示的动画 HTML 页面。用 CSS/SVG 绘制节点和连线，支持流动箭头、逐步出现、hover 高亮等动画效果。适合技术讲解、视频科普、PPT 配图场景。

• Network Protocol Viz

  by @Unclecheng-li

  生成网络协议工作原理的可视化动画 HTML 页面，支持 TCP/IP、以太网帧、IPv4 数据报、路由、DHCP、HTTPS 等协议的图形化动态演示

• Card Theater

  by @Unclecheng-li

  生成侧边栏叙事 + 3D 卡片轮播的演示动画 HTML 页面。支持滚动翻页、Coverflow 3D、Focus 展开等多种交互模式，内置模式切换（如传输/隧道）、荧光笔高亮、水印图标等效果。适合协议流程演示、产品特性展示、分步讲解场景。

• Stacked Data Cards

  by @Unclecheng-li

  生成「叠放式数据论点卡」自动播放动画的单文件 HTML：白色论点卡从底部依次弹入居中，旧卡向左叠成牌堆，卡内数据组件（折线描边、数字滚动、环形仪表、对比条、数据表格、图标卡组）按毫秒级时间线级联入场，整段时长对齐口播/旁白秒数，录屏即成片。适合视频中的数据论证、研究结论展示、观点陈列、反直觉点揭示等场景。

• Ppt Animation

  by @Unclecheng-li

  生成 PPT 风格的翻页 HTML 演示动画，支持暗色炫酷、暖色报纸、简约白色等多套主题，适合视频科普、技术讲解场景

• Hunt Mcp Security

  by @uphiago

  Hunt Model Context Protocol (MCP) vulnerabilities in AI-tool integration systems.

• Wiki

  by @nvk

  Manage LLM-compiled wikis in Codex: ingest/import, shape/promote Ideas, review portfolios, track inventory/datasets, archive, compile/query/lint/audit, research/plan, manage sessions, private adapters, personal specialists, and…

• Wiki Manager

  by @nvk

  Manage LLM-compiled wikis: initialize, ingest/import, compile/query, research/audit, collect catalogs, track inventory/datasets/Ideas, review Idea/Project portfolios, manage archives/sessions/feedback, and generate outputs.…

• Wiki Manager

  by @nvk

  Manage LLM-compiled wikis in OpenCode: ingest/import, shape/promote Ideas, review portfolios, track inventory/datasets, archive, compile/query/lint/audit, research/plan, manage sessions, private adapters, personal specialists,…

• Wiki Query

  by @nvk

  Fast, explicit, read-only llm-wiki queries for Codex. Use for factual lookups, evidence checks, lists, and inventory status without wiki writes.

• Wiki Query

  by @nvk

  Fast, read-only, index-first queries over an llm-wiki with bounded file reads, exact citations, and honest evidence gaps.

• Wiki Query

  by @nvk

  Fast, read-only, index-first llm-wiki queries for OpenCode and compatible instruction-file harnesses.

• Vben

  by @LangChat

  Vben Admin 5.0 前端框架开发技能。用于开发基于 Vue3、Vite、TypeScript 的中后台管理系统。

• Openkb

  by @yuezhiai

  Use when the user asks about content in their OpenKB knowledge base — research topics, concepts compiled from their documents, cross-document synthesis — or mentions `openkb`, an `.openkb/` directory, or a `wiki/` tree generated…

• Openkb Deck Neon

  by @yuezhiai

  Use when the user asks the openkb chat to make a deck / slide presentation / PPT / slides / 演示稿 / 幻灯片 from their compiled KB content AND wants a dark, high-tech, neon / glow / glassmorphism look (赛博 / 科技风 / 暗色 / 霓虹 / 炫酷).…

• Openkb Html Critic

  by @yuezhiai

  Use to review a generated HTML deck or single-page artifact for visual quality and structural correctness. Especially good at catching CSS specificity bugs where slide-modifier classes (.divider, .center, .q, .flow etc.)…

• Triage

  by @hashgraph-online

  Diagnose stalled, blocked, overloaded, or unhealthy Agiflow projects and recommend specific corrective actions. Use for project health checks, blocked work, conflicting priorities, obsolete tasks, overloaded assignees, or an…

• Gentle Ai Judgment Day

  by @Gentleman-Programming

  Trigger: judgment day, judgement day, dual review, adversarial review, juzgar. Run explicit blind dual review with at most two scoped fix/re-judgment rounds.

• Gentle Ai Issue Creation

  by @Gentleman-Programming

  Create and triage GitHub issues from repository evidence. Trigger: issue creation, bug reports, feature requests, or issue approval.

• Gentle Ai

  by @Gentleman-Programming

  Use Gentle AI harness discipline for Pi work: clarify first, track ODD work, use applicable test-first development by default, delegate when useful, and protect review workload.

• Gentle Ai Rdd Defect Workflow

  by @Gentleman-Programming

  Trigger: RDD, receipt-driven development, review authority, receipt/lineage, correction/recovery, delivery gate/kill switch, bounded review defects. Guide work.

• Gentle Ai Work Unit Commits

  by @Gentleman-Programming

  Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.

• Gentle Ai Skill Creator

  by @Gentleman-Programming

  Trigger: /skill-creation, skill creation, skill creator, create skill, new skill. Create LLM-first skills with valid frontmatter.

• Gentle Ai Cognitive Doc Design

  by @Gentleman-Programming

  Design docs that reduce cognitive load. Trigger: writing guides, READMEs, RFCs, onboarding, architecture, or review-facing docs.

• Gentle Ai Comment Writer

  by @Gentleman-Programming

  Write warm, direct collaboration comments. Trigger: PR feedback, issue replies, reviews, Slack messages, or GitHub comments.

• Gentle Ai Skill Registry

  by @Gentleman-Programming

  Trigger: update skills, skill registry, actualizar skills, after skill changes. Index available skills by trigger and path.

• Gentle Ai Skill Improver

  by @Gentleman-Programming

  Trigger: improve skills, audit skills, refactor skills, skill quality. Audit and upgrade existing LLM-first skills.

• Llm Cost Optimizer

  by @vellum-ai

  Analyze and reduce LLM spend: read usage breakdowns by call site, model, and inference profile, understand single-winner profile resolution, and pin call sites to managed profiles (Balanced / Quality / Budget / Fast) only where…

• Llm Provider Setup

  by @vellum-ai

  Set up a new LLM provider connection, discover valid model ids, create and validate a model profile — securely and end-to-end via CLI. Covers managed vs BYO keys, secure credential collection, model discovery, profile creation,…

• Mcp Setup

  by @vellum-ai

  Add, authenticate, list, and remove MCP (Model Context Protocol) servers — connect any external tool or service that publishes an MCP endpoint to the assistant

• Mcp Cli

  by @philschmid

  Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers.

• Writers Pattern

  by @caliber-ai-org

  Add a new platform writer module in src/writers/ that generates and writes agent config files for a supported platform. Each writer exports a function that accepts a config interface, creates directories (rules/, skills/, mcp…

• Llm Provider

  by @caliber-ai-org

  Adds a new LLM provider implementing LLMProvider interface with call() and stream() methods. Integrates with provider factory in src/llm/index.ts, config detection in src/llm/config.ts, and error handling via tracking and…

• Scoring Checks

  by @caliber-ai-org

  Add a new deterministic scoring check in src/scoring/checks/ that evaluates config quality. Follows the Check[] return pattern, uses point constants from src/scoring/constants.ts, and integrates via filterChecksForTarget() in…

• Find Skills

  by @caliber-ai-org

  Discovers and installs community skills from the public registry. Use when the user mentions a technology, framework, or task that could benefit from specialized skills not yet installed, asks 'how do I do X', 'find a skill for…

• Adding A Command

  by @caliber-ai-org

  Creates a new CLI command following the Commander.js pattern in src/commands/. Handles command registration in src/cli.ts, telemetry tracking via tracked() wrapper, and option parsing. Use when user says add command, new CLI…

• Save Learning

  by @caliber-ai-org

  Saves user instructions as persistent learnings for future sessions. Use when the user says 'remember this', 'always do X', 'from now on', 'never do Y', or gives any instruction they want persisted across sessions. Proactively…

• Setup Caliber

  by @caliber-ai-org

  Sets up Caliber for automatic AI agent context sync. Installs pre-commit hooks so CLAUDE.md, Cursor rules, and Copilot instructions update automatically on every commit. Use when Caliber hooks are not yet installed or when the…

• Ai Search Hub

  by @minsight-ai-info

  Run the AI Search Hub browser automation scripts for Yuanbao, LongCat, Doubao, Qwen, Gemini, Grok, and MiniMax. Use this skill when the user wants to ask one of those sites a prompt, auto-start or attach to a Chrome DevTools…

• Camera Systems

  by @gamedev-skills

  Build game cameras that feel good — 2D follow with a deadzone, look-ahead, smoothing, and level-bounds clamping; 3D third-person orbit with collision and first-person look; plus multi-target framing and a shake hook.…

• Godot Resources

  by @gamedev-skills

  Design data-driven Godot 4.7 games with custom Resource classes: define typed data with class_name + @export, save/load .tres/.res files, instance and duplicate resources, and load on demand with ResourceLoader (incl. threaded…

• Physics Tuning

  by @gamedev-skills

  Tune game physics for stable, good-feeling motion — fixed vs variable timestep, render interpolation, mass/gravity/drag, continuous collision detection (CCD) to stop tunneling, fixing jitter, and collision layers/masks.…

• Swift Mlx Lm

  by @kellyvv

  MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.

• Swift Mlx

  by @kellyvv

  MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory

• Aipex Browser

  by @AIPexStudio

  AI-powered browser automation using the AIPex Chrome Extension via MCP bridge. Use this skill when the agent needs to control a Chrome browser — navigating pages, clicking elements, filling forms, capturing screenshots, managing…

• Wcag22 A11y Audit

  by @AIPexStudio

  WCAG 2.2 Accessibility Audit skill that systematically evaluates web pages against 8 core Success Criteria (1.1.1, 1.4.3, 1.4.11, 2.1.1, 2.1.2, 2.4.3, 2.4.7, 4.1.2) using accessibility tree inspection and visual analysis. Use…

• Clean Code Guard

  by @amElnagdy

  Review generated or changed production code before it ships, using Clean Code, SOLID, DRY, KISS, YAGNI, and LLM-specific failure-mode checks in any programming language. Best used reactively after an agent writes, edits,…

• Wp Guard

  by @amElnagdy

  Review generated or changed WordPress code — plugins, themes, and blocks — before it ships. Best used reactively after an agent writes, edits, or reviews code touching WordPress APIs: add_action/add_filter, shortcodes, meta…

• Woo Guard

  by @amElnagdy

  Review generated or changed WooCommerce code — extensions, payment and shipping integrations, checkout customizations, and order/product logic — before it ships. Best used reactively after an agent writes, edits, or reviews code…

• Test Guard

  by @amElnagdy

  Review generated or changed test code against universal testing rules before it ships. Best used reactively after an agent writes, edits, generates, or refactors tests, before presenting, committing, or merging them. Use for…

• Rundown

  by @alexgreensh

  Answer in the Rundown briefing style (TL;DR + checklist + numbered choices).

• Attention Kind

  by @alexgreensh

  Answer in the ADHD-friendly Attention-kind style for the rest of this chat.

• Aamas Supplementary

  by @brycewang-stanford

  Use when preparing AAMAS supplementary material - proofs, extended game and mechanism definitions, extra multiagent experiments, opponent-set details, and the anonymized artifact zip - under the size cap, anonymity, and…

• Aamas Topic Selection

  by @brycewang-stanford

  Use when deciding whether a project is a strong AAMAS fit, comparing AAMAS with AAAI, IJCAI, NeurIPS, ICML, EC, and the JAAMAS journal, identifying whether the agents are truly the research object, naming the interaction…

• Aamas Experiments

  by @brycewang-stanford

  Use when designing or auditing AAMAS experiments - self-play and population-based training, opponent selection, equilibrium and regret metrics, game-theoretic simulations, ablations, seeds, hyperparameters, compute, and…

• Acmmm Artifact Evaluation

  by @brycewang-stanford

  Use when packaging code, models, datasets, or media as ACM MM (ACM Multimedia) artifacts — building the anonymous review package versus the public release, and choosing between the Open Source Software Competition, the Dataset…

• Acmmm Review Process

  by @brycewang-stanford

  Use when reasoning about the ACM MM (ACM Multimedia) review pipeline — thematic-area routing to reviewers and area chairs, the OpenReview double-blind process and its single-blind track exceptions, the optional anonymous…

• Acmmm Submission

  by @brycewang-stanford

  Use when auditing an ACM MM (ACM Multimedia) submission for OpenReview readiness — thematic-area choice, the 6-8 page ACM sigconf budget, references-only overflow, double-blind anonymity versus the single-blind…

• Aaai Reproducibility

  by @brycewang-stanford

  Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and hyperparameter reporting, compute and cost disclosure, dataset access and licensing, code/data ZIP…

• Acmmm Workflow

  by @brycewang-stanford

  Use when planning the end-to-end ACM MM (ACM Multimedia) campaign calendar — from thematic-area scoping and track choice, through the April OpenReview abstract/paper/supplement chain, the June anonymous rebuttal, the July…

• Acmmm Reproducibility

  by @brycewang-stanford

  Use when strengthening the reproducibility of an ACM MM (ACM Multimedia) paper or preparing for the ACM MM Reproducibility track and ACM artifact badging — capturing environments, media/data access, seeds, and multimodal…

• Aamas Camera Ready

  by @brycewang-stanford

  Use when preparing an accepted AAMAS paper for the IFAAMAS open-access camera-ready, covering author de-anonymization, proceedings metadata, two-column reflow of game figures and learning curves, resolving rebuttal-stage…

• Aamas Reproducibility

  by @brycewang-stanford

  Use when strengthening AAMAS reproducibility evidence for interaction claims, including proofs and game definitions, opponent and population sets, self-play protocols, random seeds, compute, uncertainty on strategic outcomes,…

• Aamas Workflow

  by @brycewang-stanford

  Use when planning an AAMAS project timeline from venue fit through abstract, full-paper or extended-abstract upload, supplementary material, the double-blind rebuttal, decision, IFAAMAS camera-ready, registration, and…

• Aamas Related Work

  by @brycewang-stanford

  Use when positioning an AAMAS submission against multiagent, game-theory, and reinforcement-learning literature spread across AAMAS, AAAI, IJCAI, NeurIPS, ICML, EC, and JAAMAS, including arXiv and workshop versions, concurrent…

• Acl Review Process

  by @brycewang-stanford

  Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decision by senior area chairs and program chairs,…

• Aamas Review Process

  by @brycewang-stanford

  Use when explaining or planning around AAMAS peer review, covering OpenReview review release, the double-blind rebuttal on preliminary reviews, area-chair discussion, the mixed game-theory, MARL, and systems reviewer pool, the…

• Acl Workflow

  by @brycewang-stanford

  Use when planning an ACL project calendar across ACL Rolling Review cycles, covering cycle selection against conference commitment windows, backward planning from an ARR deadline, the review-response-meta-review timeline,…

• Acl Reproducibility

  by @brycewang-stanford

  Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute reporting, prompt and decoding disclosure for…

• Acl Writing Style

  by @brycewang-stanford

  Use when revising an ACL paper for computational-linguistics house style, covering task-first framing, linguistic examples tied to quantitative error analysis, scoping language claims to tested languages, LLM-era claim…

• Acmmm Author Response

  by @brycewang-stanford

  Use when drafting the ACM MM (ACM Multimedia) rebuttal — turning multiple anonymous reviews into one focused, anonymous response that fixes factual errors first, adds small confirmatory cross-modal results, concedes…

• Acmmm Supplementary

  by @brycewang-stanford

  Use when organizing the ACM MM (ACM Multimedia) supplementary material due after the paper deadline — deciding what belongs in the 6-8 page body versus the supplement, packaging video/audio/interactive demos that render on a…

• Acmmm Writing Style

  by @brycewang-stanford

  Use when revising an ACM MM (ACM Multimedia) paper for house style — putting the cross-modal contribution on the first page, framing media (figures, video, audio) as evidence rather than decoration, making the fusion the visible…

• Ccs Artifact Evaluation

  by @brycewang-stanford

  Use when packaging ACM CCS artifacts for the artifact-evaluation committee and the ACM badges — Artifacts Available, Artifacts Evaluated Functional, Artifacts Evaluated Reusable, and Results Reproduced — covering what security…

• Acl Artifact Evaluation

  by @brycewang-stanford

  Use when packaging code, datasets, prompts, model outputs, or annotation materials for an ACL submission under ACL Rolling Review, covering anonymized supplement archives, scientific-artifact items of the Responsible NLP…

• Acl Author Response

  by @brycewang-stanford

  Use when drafting an ACL author response inside an ACL Rolling Review cycle on OpenReview, covering the response window before meta-review, reviewer discussion dynamics, score-change strategy, flagging review issues to the area…

• Acmmm Experiments

  by @brycewang-stanford

  Use when designing or auditing the experiments of an ACM MM (ACM Multimedia) paper — matched baselines per modality, ablations that isolate the cross-modal fusion, user studies or QoE measurement where the claim is subjective,…

• Aamas Artifact Evaluation

  by @brycewang-stanford

  Use when packaging AAMAS multiagent code, environments, opponent and population sets, random seeds, game definitions, and logs as anonymous supplementary evidence or a public post-acceptance release, even without a separate…

• Aamas Writing Style

  by @brycewang-stanford

  Use when revising an AAMAS paper so the interaction contribution leads the first page, the solution concept or incentive property is named, the game and agents are legible, claims are paired with proofs or multiagent…

• Acl Experiments

  by @brycewang-stanford

  Use when designing or auditing experiments for an ACL paper, covering tuned LLM baselines, multi-dataset and multilingual evaluation, statistical significance and variance, human evaluation with agreement reporting,…

• Acl Related Work

  by @brycewang-stanford

  Use when positioning an ACL submission against the NLP literature, covering ACL Anthology citation practice, arXiv-versus-published version citation, concurrent LLM-era preprints, prior-cycle ARR resubmission overlap,…

• Acmmm Topic Selection

  by @brycewang-stanford

  Use when deciding whether a project is a genuine ACM MM (ACM Multimedia) contribution rather than single-modality work, choosing a thematic area, and routing between ACM MM, CVPR/ICCV, ACL/EMNLP, ICMR, MMSys, NeurIPS/ICLR, and…

• Ccs Reproducibility

  by @brycewang-stanford

  Use when strengthening ACM CCS reproducibility evidence, including the artifact-availability posture, threat-model-to-evidence mapping, attack reproduction steps, defense overhead measurement, measurement-dataset provenance,…

• Aamas Author Response

  by @brycewang-stanford

  Use when drafting an AAMAS rebuttal to preliminary OpenReview reviews, covering the double-blind constraint, the no-new-results and no-revised-paper norms, how to answer game-theory, MARL, and systems reviewers at once, and how…

• Ccs Supplementary

  by @brycewang-stanford

  Use when preparing ACM CCS appendices and supplementary material, including the ethics considerations appendix, protocol transcripts, formal proofs, measurement tables, and anonymized supporting material under the 12-page body…

• Aaai Author Response

  by @brycewang-stanford

  Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL rule, no-new-results guidance, AI-generated-review handling, and the AAAI two-phase review process…

• Ccs Author Response

  by @brycewang-stanford

  Use when drafting an ACM CCS rebuttal during the HotCRP author-response window, covering threat-model defenses, adaptive-attack objections, ethics and disclosure questions, anonymity constraints, adversarial reviewer pushback…

• Aaai Workflow

  by @brycewang-stanford

  Use when planning an AAAI project timeline from topic selection through abstract, OpenReview submission, two-phase review, rebuttal, decision, camera-ready, registration, presentation, and public artifact release.

• Langsmith Online Eval Engineering

  by @langchain-ai

  Iteratively inspect traces, interview the user, and create LangSmith online evaluators one at a time. Use specifically for creating online evaluators for use within LangSmith -- use "eval-engineering" for Harbor-style online…