AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Geniml
This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for training region embeddings (Region2Vec, BEDspace), single-cell ATAC-seq analysis…
Binance Wallet Tracker
Wallet tracking and monitoring on Binance Web3. Monitor token/trade activity for private groups or public Smart Money/KOL data. Four domains: (A) Discovery — consensus, pioneer, leaderboard diff,…
Second Brain Changed My Mind
Trace where the user's recorded position on something has shifted: superseded claims, contradictions between sources of different dates, and what evidence moved them. Use this skill when the user asks…
Svg Visuals
SVG generation via DAX measures and extension measures with ImageUrl data category for inline visualizations in PBIR reports, including ready templates for matrix and table cells, new card images and…
Competitive Pricing Strategy
Build an evidence-based competitive pricing strategy for ecommerce products. Use when a seller asks how to position a price against competitors, set regular and promotional prices, protect…
Prose
OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.
User Research
Plan a user research questionnaire, or turn collected responses into evidence-linked input for a PRD, with the AI Product Development Toolkit's research prompts.
Caspian Toast Test
Dummy skill to test OpenCode TUI toast UI (and optional system notification) via caspian_test_toast. Use when the user says test toast, /caspian:toast, or wants to verify Caspian notifications.
Octocode Prompt Optimizer
Use when an agent prompt, tool schema, policy, or handoff needs to get clearer, safer, easier to trigger, cheaper in context, or measurable against real behavior. For SKILL.md folder…
Develop Web Game
Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and…
Libaihua Perspective
李碧华小说创作思维——奇情叙事、冷艳诡谲、历史重构、香港都市传奇。 触发词:「李碧华视角」「像李碧华那样写」「奇情」「冷艳」「霸王别姬」。 擅长:爱情与恐怖交织、历史重构、女性执念、宿命轮回、影视化叙事。
Et Async
ET async and EntityRef safety workflow. Use when adding, modifying, or reviewing async/await, ETTask, generic ETTask results, ETCancellationToken, NewContext, concurrent waits, handler Run async…
Myagents Cli
你正在 MyAgents 这款 AI 产品里运行——MyAgents 自带一套"产品能力"(定时任务、任务中心、记录收集、MCP 工具接入、 模型 Provider、IM Bot 渠道、社区插件、Skills 安装、协作空间、Agent 网络与 Session 协作、Generative UI Widget、Goal 目标模式等),通过内置 `myagents` CLI 操作。…
Prompt Context Engineer
Transform any rough prompt, request, or idea into a well-structured, context-engineered prompt using Andrej Karpathy's context engineering principles. Use this skill whenever the user asks to improve,…
Local Council Execution
Runs a local council when no external AI providers are configured. Spawns N independent Claude subagents (one per role, blind to each other) that each answer the question from a single assigned lens,…
Crt.Sh
Search certificate transparency logs to enumerate subdomains and TLS certificates for any domain — no API key required
Extract Errors
Use when adding new error messages to React, or seeing "unknown error code" warnings.
Typescript Tests
Apply, review, and explain testing conventions from the TypeScript Style Guide. Use automatically for TypeScript and TSX test tasks involving test design, AAA, mocking, isolation, black-box testing,…
Nine Grid Selection
为朋友圈九宫格选择质量高、重复少、内容与时空分布丰富的照片。
Azure Advisor
Expert knowledge for Azure Advisor development including best practices, decision making, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring Advisor…
Auto Merge
Automatically merge open PRs that have passing CI, no blocking reviews, and no conflicts
Blueprint Graphs
Add, connect, and configure nodes in Blueprint event graphs and function graphs — function-call/event/branch/timer/custom-event/delegate nodes, Standard Macro nodes…
Rote Browse
Use when the task needs to browse a website with rote, browse Gmail or an email web app with rote, attach to an active browser, inspect logged-in web app state, snapshot or slice a page, click or type…
Affiliate Check
Live affiliate program data from openaffiliate.dev. Search programs, compare commissions, check cookie days, find top performers. Use when researching affiliate programs, comparing options, or…
Openai Image Gen
Generate images via OpenAI Images API (GPT Image, DALL-E 3, DALL-E 2). Supports batch generation with random prompt sampler and HTML gallery output. Use when asked to generate images with OpenAI and…
Aws Wechat Article Topics
公众号选题|爆款标题|热点追踪|系列策划 — 公众号 AI 选题与标题生成,覆盖热点调研、选题策划、起标题、写摘要、系列排期。面向自媒体编辑、内容运营。触发词(**单独触发仅限对已有标题/摘要的修改**):「改标题」「换个标题」「重起标题」「优化标题」「标题再想想」「换个标题试试」「改摘要」「重写摘要」「优化摘要」「摘要再优化下」。新做选题、起新标题、策划系列/内容日历、追热点都请走…
Effective Dart
Use when writing Dart code, reviewing for style, refactoring naming, adding doc comments, structuring imports, or enforcing type annotations.
Rust Lint
Check and fix Rust build warnings and clippy warnings across the project
Opc Pricing Sales
Use when a one-person company (OPC/一人公司) or solo founder selling an AI product or service needs to set prices, design packages, write a quote, or turn inquiries into paying customers (定价、套餐、报价单、私域成交).…
Agenticx Deployer
Guide for deploying AgenticX agents to production including Docker containerization, Kubernetes orchestration, Volcengine AgentKit cloud deployment, and API server setup. Use when the user wants to…
Weather
This skill should be used when users ask for weather information, current conditions, or forecasts for any location worldwide. Use for queries like "weather in Beijing", "what's the weather today",…
Mcts Ahd
Monte Carlo Tree Search for Automatic Heuristic Design (MCTS-AHD) method skill. USE WHEN the user explicitly requests MCTS / Monte Carlo Tree Search for heuristic design, or wants tree-structured…
Chain
Use when the workflow needs multi-step processing with sequential, parallel, or conditional tool compositions and proper data flow.
Diagnosing Bugs
Diagnose hard bugs and performance regressions with reproducible evidence, focused hypotheses, and proportional instrumentation. Use when something is broken, failing, throwing, intermittently wrong,…
Novel Innovation
网文创新、反套路与融合引擎。当用户需要创新写法、设计反套路、融合多种题材、植入热梗、规避AI写作陷阱时触发。覆盖类型融合相容性矩阵、30+反套路设计、2026网文趋势、AI辅助写作常见陷阱。
Shopify Functions
Shopify Functions allow developers to customize the backend logic that powers parts of Shopify. Available APIs: Discount, Cart and Checkout Validation, Cart Transform, Pickup Point Delivery Option…
Uloop Get Hierarchy
Get the Unity scene hierarchy as a structured tree. Use for parent-child structure, descendants, roots, or subtrees under objects the user currently selected.
Common Operator Profile
Infer the requesting operator's technical fluency from message content (never ask directly) and adapt register — business, hybrid, or technical — across SDLC workflow output. Use when starting sdlc,…
Mvp Scope
Cut a feature wishlist down to the smallest MVP that delivers value. Triages features into must, should, and won't have, defines the critical user flow, recommends a simple stack, and estimates solo…
Ralph Specum Design
This skill should be used only when the user explicitly asks to use `$ralph-specum-design`, or explicitly asks Ralph Specum in Codex to run the design phase.
Sketch From Image
Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
Agent Memory Curator
Use after a session to promote useful episodic notes from logs/episodic/ into distilled, dated entries in MEMORY.md and memory/semantic/.
Create Subagent
Create custom subagents for specialized AI tasks. Use when the user wants to create a new type of subagent, set up task-specific agents, configure code reviewers, debuggers, or domain-specific…
Discussion
Have an interactive discussion about a topic, approach, feature, or bug without making code changes. Researches the codebase as needed and talks through options. Use to think through an approach…
Referee
Final arbiter for Bug Hunter. Receives Hunter findings and Skeptic challenges, independently re-reads code, and delivers authoritative verdicts with CVSS scoring and proof-of-concept generation for…
Data Analyst
Connects to databases, runs SQL queries, and analyzes datasets using code to provide actionable business insights.
Telemetry
Owns what a session cost and who it was for, under src/contexts/telemetry/ — reading a tool's own local files, attributing a figure to a person, a task, a flow or a step, and the sink that keeps…
Bmad Handoff
Emits a dev-tool-agnostic handoff manifest from ready-for-dev stories so an external dev plugin or runner can pick up and execute the work. Use when the user says "generate a handoff", "create handoff…
Kimi Webbridge
Kimi Browser Extension(Kimi 浏览器扩展,原 Kimi WebBridge)lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login…
Gbrain Lite
Lightweight personal knowledge base — markdown + YAML frontmatter structured notes with full-text search and cross-referencing for AI agents
Operator Repair
Diagnose and repair Operator memory load failures.

