AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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AI skills directory results
Crafting Effective Readmes
Use when writing or improving README files. Not all READMEs are the same — provides templates and guidance matched to your audience and project type.
Mcp Server Tools
Adding, removing or changing a tool on RedAmon's INBOUND MCP server, where external agents connect in with a personal access token. The wiki API reference is generated from the server's live…
Portaljs Architect
Recommend a data-portal architecture (storage, compute, catalog, access, hosting, metadata) from stated needs, then hand off to the build skills. The advisory entry point. Use when starting a new…
Ripwire Handoff
Brief someone ELSE on a subsystem — 'hand this area off' to a successor, teammate or fresh session: purpose, the 2-3 entry points with bodies, the design docs that say WHY, hotspot/bus-factor risk — a…
Competitor Product Monitor
Monitor competitor product releases and new feature announcements. Use this skill when the user wants to track what competitors are shipping, find the latest product launches in their industry, or…
Nemotron Policy Generator
Generates BYO custom safety policies for NVIDIA Nemotron content-safety guardrails — Nemotron-Content-Safety-Reasoning-4B (text) and multimodal Nemotron-3-Content-Safety. Produces a Markdown policy,…
Patterns
Design patterns for the Langroid multi-agent LLM framework. Covers agent configuration, tools, task control, and integrations.
Content Engine
为X、LinkedIn、TikTok、YouTube、新闻通讯和跨平台重新利用的多平台活动创建平台原生内容系统。适用于当用户需要社交媒体帖子、帖子串、脚本、内容日历,或一个源资产在多个平台上清晰适配时。
Browser List Tabs
List all open browser tabs with their index, URL and title. When you need to check what pages are open, manage multiple tabs, or find a specific tab to switch to.
Omnilink Agent
Use the built-in OmniLink collaboration primitives to inspect trusted devices, compose cross-device event workflows, send messages to another Xiaowan, and continue after reconnect.
Lark Shared
【何时用:仅在其他 lark-* 技能遇到认证/授权/身份/配置问题时,或首次使用 lark-cli 时;泛指需求默认走本地工具】lark-cli 共享规则:首次配置(config init)、认证登录(auth login --domain/--scope,split-flow)、登录态查询与撤销(auth status/logout/whoami)、--as user/bot…
Skill Creator
Guide for authoring user-defined custom UnitySkills skills inside your own Unity project - a [UnitySkill] C# method plus the conventions that let agents and the server discover and gate it
Benchmark Vlm Qa
Benchmark video Q&A accuracy and latency of a deployed RT-VLM (Cosmos Reason 3) via vss vlm run, using questions and videos from the DSS vss-devx-base dataset. Replaces the deprecated nat eval /…
Stripe Pay
Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask whether an agent can pay a Stripe business. Use Stripe Directory to find or verify a…
Arthur Hayes Liquidity
Use when evaluating crypto markets through an Arthur Hayes-style liquidity lens: dollar liquidity, funding, risk appetite, cycle psychology, and macro-driven crypto positioning.
Postgres Database Migration
Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared databases. **Trigger when user asks to:** - Test a…
Remote Http Mcp
Connect to a remote streamable HTTP MCP service that exposes announcements and FAQ tools.
Interactive Dashboard
Interactive web dashboards: stock trackers, sector heatmaps, portfolio monitors, served via preview URL
Write Tests
Add missing test coverage for your local code changes by generating new test files (covers uncommitted and untracked changes, or the latest commit if everything is committed). Use when you want write…
Trellis Meta
Understand and customize the local Trellis architecture inside a user project. Use when modifying .trellis plus platform hooks, settings, agents, skills, commands, prompts, workflows, the channel…
Context Manager
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems. Orchestrates context across multi-agent workflows,…
Wwud
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,…
Handoff
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。
Stacked Data Cards
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。
Sw Korean French Screenwriting
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…
Dev Commit
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…
Hivemind Graph
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…
Looker Ingest
Extract durable ktx knowledge and semantic-layer contribution proposals from staged Looker runtime dashboard, Look, and explore JSON. Load for WorkUnits whose raw files are under explores/,…
Gaia Release
Cut a GAIA release end-to-end: draft notes, open release PR, run pre-tag verification, push the tag, monitor the publish pipeline, and produce the Discord announcement. Also cuts release candidates…
Liteparse
Parse documents into LLM-ready content entirely on the local machine — PDF / DOCX / XLSX / PPTX / images → Markdown, structured JSON (with bounding boxes), or page screenshots, via the `lit` CLI. No…
Agentlas Core Engine Meta Agent
Use when creating a single Agentlas agent, creating a multi-agent team, or packaging an existing local/external agent into Agentlas architecture. Make sure to use this for /meta-agent requests.
Minutes Ingest
Extract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user asks "ingest my meetings", "update my knowledge base", "extract facts from…
Diary Timeline
将当天的多源事实整理为去重、按时间排序、可追溯的日记时间线。
Dust I18n
Make front and sparkle UI strings translatable with Lingui. Use when adding or changing user-visible text in `front/components`, `front/hooks` or `front/lib` React code or in `sparkle/src` components,…
Co Inbox
Drive `co feishu` / `co lark` — a chat bot as a directory of files. Use when an agent must receive messages from a Feishu or Lark group, reply to them, or run a command per message. Covers setup by…
Content Operations Knowledge Builder
将选题日历、栏目矩阵、素材资产、发布节奏、复盘结论和内容边界等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理内容运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。
Changelog Generator
Convierte un git log, lista de commits o notas de lanzamiento en un changelog pulido orientado al usuario. Usa cuando estés escribiendo notas de versión, generando una entrada en CHANGELOG.md o…
Validate Provider
Validate Providers against interfaces (read-only)
Ssti
Server-Side Template Injection — fingerprint the engine first (Jinja2 / Twig / Velocity / Freemarker / ERB / Smarty / Mako / Handlebars / Pug), then escalate the engine-specific primitive to RCE or…
Seo Strategy
Help users design and execute a modern SEO strategy that balances technical site health with programmatic content scaling and AI-driven discovery.
Asana
Read and manage Asana tasks: my tasks, task details, create tasks. Trigger phrases: asana, my tasks, task list, todo.
Rundown
Answer in the Rundown briefing style (TL;DR + checklist + numbered choices).
Moai Gtd
Canonical GTD entry point for capture, clarification, organization, review, and engagement
Web Search
Search the web and ingest results as wiki pages
Mcpa Certification
AI Engineering from Scratch 中文版中的 MCPA(Model Context Protocol Associate)AI 原生导师与入门流程。学习者需要备考 MCPA、继续认证路线、 交互式学习下一课、运行并验证实践实验、参加诊断或全真模拟、根据薄弱领域 补弱时使用。适用于 Claude Code、Codex、ChatGPT、Cursor 或其他 agent。
Excel Analysis
Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel files, spreadsheets, tabular data, or .xlsx files.
Mcp Case Overrides
Per-case mocked MCP override smoke skill used by skill-up e2e tests.
Video Transcripts
Transcribe a supplied local or linked video with Gemini Files API when its contents are needed as evidence.
Vc Context Discovery
Discover and load all relevant context for the current task. Lists feature group nested files with full paths, loads process/context/ files by domain routing. Called at the start of every agent…
Sandbox Check
Sandbox audit that probes, from inside a live coding-agent session, what the agent can really reach: secret files it can open, secret-like environment variables, files that git, the shell, the editor,…
Code Health Check
Perform a comprehensive code health check on a directory. Use when the user asks to analyze code quality, find issues, or get a health report.

