AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Fix Db
Fix Prisma schema compilation errors
Deserialize
Insecure-deserialization playbook — fingerprint the language/format (Java serialized, .NET BinaryFormatter, Python pickle, PHP unserialize, Node serialize, YAML/JSON-with-types), then build a working…
Morph Ppt
Use this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style continuous motion, shapes that grow / move / rotate as the slide advances.…
Memory Audit Dead Data Purge
死数据清洗。当一条记忆读不读你的行为都不会变、感悟没有现实锚点时使用。
Public Speaking
Help users master the art of public speaking by decomposing the skill into manageable components, leveraging storytelling frameworks, and utilizing professional acting techniques for executive…
Airtable
List Airtable bases, read table records, and add records. Trigger phrases: airtable, my base, add a record, spreadsheet.
Workthreads
SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more). It groups the window's sessions…
Wiki Manager
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…
Openkb Deck Neon
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 /…
Find Skills
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…
Swift Mlx
MLX Swift - High-performance ML framework for Apple Silicon with lazy evaluation, automatic differentiation, and unified memory
Moai Codemaps
Scan codebase and generate architecture documentation in codemaps/
Store Submit
Publish a SoloMD release to the stores that have no usable submission API — Google Play Console and Microsoft Partner Center — by driving them through the local Unzoo Browser REST API. Covers upload,…
Himalaya
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML…
Claude Certification
AI Engineering from Scratch 中四条独立 Claude 认证路线的 AI 原生导师与入门流程。适用于学习者 希望选择 Claude 认证、备考 CCAO-F、CCDV-F、CCAR-F 或 CCAR-P、继续认证路径、以交互方式学习 下一课、运行并验证实践实验、构建并评分产物、参加诊断或模拟测评,或通过 GitHub 上的 Claude Code、…
Axiom Ai
Use when implementing, testing, or evaluating ANY Apple Intelligence, on-device AI, or speech-to-text feature. Covers Foundation Models, @Generable, LanguageModelSession, Tool protocol, eval suites,…
Mcp Sdk Audit
Upgrade @modelcontextprotocol/server (the MCP TypeScript SDK v2) and prove the wire contract survived. The SDK is a runtime dependency whose breakage lands on the wire, not in the type checker — so…
Cleanup
Free disk in a project by removing the git worktrees and Next.js cache folders nothing uses, keeping every worktree a session or process works in and every cache a running server holds. Use for…
Bedrock
AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or implementing RAG patterns.
Cloudbase
Use when the user builds, deploys, debugs, or troubleshoots anything on 腾讯云开发 CloudBase / 云开发 / TCB / 微信云开发 — Web, 微信小程序, uni-app, 原生 App. Triggers on: 建站, 页面, 表单, 后台, 原型, 登录, 注册, 鉴权, 数据库, 集合, 建表,…
Vc Agent Strategy Compare
Evaluate 4 execution strategies (sequential, parallel-subagents, workflow, agent-team) for a phase or fan-out task. Outputs 7-signal score table, agent count math, cost guards, and strategy…
Claim Check
Claim checker that audits a coding agent's statements that tests pass or a build is clean against its own session transcripts: whether a matching run happened before the claim, whether it passed, and…
Api Conventions
API design patterns and conventions for this project. Covers RESTful URL naming, response format standards, error handling, and authentication requirements. Use when writing or reviewing API…
Contributing
Use when contributing to Tel-Agent - picking an issue to work on, setting up the repository for the first time, starting or finishing a task, opening a pull request, or asking "what can I work on" /…
Distill Protocol
蒸馏协议:为个人数字资料生成人类可读条款与机器可读 manifest;戏称「牛马保护法」仅为传播梗,非法律意见。
React Useeffect
React useEffect best practices from official docs. Use when writing/reviewing useEffect, useState for derived values, data fetching, or state synchronization. Teaches when NOT to use Effect and better…
Binance Leaderboard
On-chain wallet leaderboard and Gem Hunter analysis on Binance Web3. Query top trader rankings by PnL, win rate, volume, trade count, or token count across BSC/Solana/Base/ETH. Analyze individual…
Evals Bootstrap
Scaffold a first eval suite for an agent: mine real failures into cases, write behavioural checks over traces, and generate the runner. Use when the user wants evals, regression tests for an agent, a…
Pptx
Create and validate Microsoft PowerPoint presentations (.pptx), including structured slide decks, tables, workflows, metadata, and reproducible generation scripts. Use for presentation, slides,…
Brand Protection Amazon
Amazon brand protection toolkit. Detect hijackers, counterfeits, and unauthorized sellers. Includes MAP violation monitoring, trademark abuse detection, complaint templates for Brand Registry, and…
Agent Infini
Use the InfiniSynapse CLI (`agent_infini`) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files. Use when the user mentions InfiniSynapse, agent_infini, database or…
Mariadb Operator Pr Review
Perform a structured maintainer-style PR review for the mariadb-operator repository. Gathers PR context, triages the change, and evaluates correctness, safety, pitfalls, backwards compatibility and…
Diffs
Use the diffs tool to produce real, shareable diffs (viewer URL, file artifact, or both) instead of manual edit summaries.
Mvp
Define the smallest first version worth building (the MVP concept) from a PRD through a guided interview, with the AI Product Development Toolkit's MVP concept prompt.
Pr Comment
Write GitHub PR comments in Jack's voice. Use whenever writing, drafting, or posting PR comments — review feedback, thank-you notes, merge comments, close explanations, or change requests. Also use…
Mindmemos Cli
Give an AI agent persistent, cross-session long-term memory through MindMemOS. Covers installing and authenticating the mindmemos CLI, the full command interface (add / search / get / update / delete…
Review Spd
Findings-first code review workflow for AI coding agents. Use when the user asks to review uncommitted changes, commits in a date range, or a branch compared to the main branch / PR-style diff.…
Caspian Connect Email
Connect Caspian email for OpenCode: ensure credentials (sandbox or dashboard API key), write caspian.env, connect inbox, enable email in caspian.json. Use when the user wants to link email, set up the…
Octocode Brainstorming
Use when an idea needs disciplined exploration before building: generate options, test whether it is worth building, map adjacent solutions, challenge assumptions, narrow scope, or choose Build RFC /…
Kicad Manufacture
Manufacturing and fabrication workflow for KiCAD projects via MCP tools. Triggers on: "send to fab", "order boards", "gerbers", "JLCPCB", "manufacturing", "export for production", "pick and place",…
Eq Emotional Intelligence
情商(EQ)训练专家系统——基于Mayer-Salovey能力模型与Goleman混合模型的 完整情商培养框架。涵盖自我意识、自我管理、社会意识、关系管理四大维度, 提供科学评估工具(MSCEIT/EQ-i 2.0/TEIQue)与实用训练方法。 触发词:「情商训练」「EQ提升」「情绪智力」「情绪管理」「情商测评」 适用场景:个人成长、职场发展、领导力培训、心理咨询辅助
Aibridge Code Index
Optional read-only AIBridge Code Index semantic lookup for Unity projects. Use only when this Skill is installed and project rules or AIBridge settings say Code Index is enabled. Use for CLI-only…
Tool Install
内置小助理在当前设备上安装、补齐、升级或修复独立本地工具、CLI 与运行环境时使用。用户直接要求“帮我安装某个工具”、 收到 Space 自定义工具的安装请求,或启用 MCP 时发现缺少本地命令,都应使用本 Skill。负责核对来源、选择适合当前系统的安装方式、 避免污染用户项目、控制高权限与敏感信息风险,并在完成后实际验证。MCP 配置导入、MyAgents Skill/Plugin…
Pdf Text Replace
Replace text in fillable PDF forms by updating form field values. This skill should be used when users need to update names, addresses, dates, or other text in PDF form fields.
Paper Xray
论文精读:把一篇论文讲透,不只是译出来。用户说“讲透这篇”“精读这篇”“这篇到底是怎么想出来的”“x-ray 一下”时使用——先通读全文含附录,还原作者真实的思考起点、押的那个赌注和证据落在哪,把每个符号和关键公式落到能自己动手算的小例子上,再怀疑式地过一遍超参、消融、基线和数字。产出写进 EasyRead 的页边讨论条目并锚到对应段落,也可以另存一份长文 Markdown。用于…
Compare Options
Compare two to five options (products, plans, places, tools, offers) on the criteria that matter to the user, in a table the user can re-weight, with a recommendation. Use when the user asks which to…
Reachai Onboarding
Integrate Java business systems with ReachAI SDK registration, SDK instance heartbeat, gateway/embed access, and optional API Management handoff. Use when asked to connect a Spring Boot service to…
Cmd Review
Review the current diff or selected files (usage: /review [instructions | --last-diff | --target <expr> | --file <path> | files...] [--style <style>])
Ci Fixer
A CI job fails on a named revision and the fix belongs in code, config or tests, not in the CI provider.
Arxiv
Search, fetch, and download academic papers from arXiv using the public REST API — no API key required
Build System
Use when detecting and running project build systems automatically. Supports npm/yarn/pnpm/pip/poetry/gradle/maven/cargo/go/make. Triggers on build, test run, project setup, package manager detection.

