AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Island Rescue
How to be rescued from a lonely island
Screenpipe Shareable Recap
Create a shareable recap of selected Screenpipe activity while minimizing private details.
LifeOS
Install and onboard a user into LifeOS — the Life Operating System (current state → ideal state via TELOS + the Algorithm). The agentic installer detects your OS + harness, wires hooks with…
Css Expert
CSS expert for flexbox, grid, animations, responsive design, and modern layout techniques
Seo Schema
Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".
Whizard Telemetry Ruler
Use when working with WizTelemetry Ruler extension for KubeSphere, including installation, configuration, alerting rules management
Fine Tuning Openvla Oft
Fine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous action heads, LoRA adaptation, and FiLM conditioning on LIBERO simulation and ALOHA…
Proposal Writer
Turn a requirement or idea into a reviewable project or solution proposal covering goals, design, milestones, budget and risks, delivered as a Word document
Material Component Doc
用于 FlowGram 物料库组件文档撰写的专用技能,提供组件文档生成、Story 创建、翻译等功能的指导和自动化支持
Mermaid Studio
Expert Mermaid diagram creation, validation, and rendering with dual-engine output (SVG/PNG/ASCII). Supports all 20+ diagram types including C4 architecture, AWS architecture-beta with service icons,…
Issue Root Resolution
Trigger: root audit, atacar la raíz, issue roots, backlog roots, mechanism map, deletion-driven fix, resolver issues de raíz, close outdated issues. Audit and resolve issue clusters by verified root…
Talk Pipeline
Orchestrates the complete talk preparation pipeline from raw material to revision sheets, running 6 stages in sequence with human-in-the-loop checkpoints for REX or Concept mode talks. Use when…
Bolder
Amplify safe or boring designs to make them more visually interesting and stimulating. Increases impact while maintaining usability. Use when the user says the design looks bland, generic, too safe,…
Building Patient Timelines
Assemble a chronological patient timeline from OpenMed-extracted clinical events, normalizing dates and resolving relative time expressions on-device. Use when the user wants to build a patient…
Broken Authentication
This skill should be used when the user asks to "test for broken authentication vulnerabilities", "assess session management security", "perform credential stuffing tests", "evaluate password…
Node Connect
Diagnose Brigade node connection and pairing failures for Android, iOS, and macOS companion apps. Use when QR/setup code/manual connect fails, local Wi-Fi works but VPS/tailnet does not, or errors…
Gameobject Component List All
List the fully-qualified C# type names of every concrete `UnityEngine.Component` subclass available in the project. Paginated (default 5/page, max 500). Use this to find a valid `componentName` for…
Memory Metadata Search
Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any…
G2 Legend Expert
Expert skill for G2 legend development - provides comprehensive knowledge about legend rendering implementation, component architecture, layout algorithms, and interaction handling. Use when…
Doca Flow Dpa Perf
Use this skill when the user is invoking doca_flow_dpa_perf on DPA-capable hardware (ConnectX-7 minimum supported, ConnectX-8 recommended, or BlueField-3) to measure rule update / disable rates on the…
Reme Memory
Set up and use ReMe as a file-native long-term memory system through the reme CLI. Use when an Agent needs to detect whether ReMe is installed or running, install and configure ReMe, start or verify…
Geometric
Geometric, structured design with clean typography, neutral colors, precise shapes, and intuitive layouts that stay out of the way.
Redteam Evasion Detail Pack
Domain routing and boundary guidance for authorized defense evasion and bypass testing, including WAF bypass, AV/EDR evasion, logging considerations, and traffic obfuscation. Use when a task belongs…
Golang Samber Do
Dependency injection in Golang using samber/do — service containers, lifecycle management, scopes, health checks, graceful shutdown, and module organization. Apply when using or adopting samber/do,…
Ux Audit Rethink
Comprehensive UX audit using IxDF's 7 factors, 5 usability characteristics, and 5 interaction dimensions. Holistic evaluation with redesign proposals based on user-centered design principles.
Icon System
Specify an icon system — grid, sizing, stroke weight, naming, categories, and implementation. Use when standardising iconography. For broader illustration, use `illustration-style` (ui-design).
Comet Github Pr Review
以只读、证据优先的方式审阅 Comet 社区 PR,包括最新 diff、关联 Issue、review thread 状态、可合并性和 CI。用户要求审阅 PR、判断评论是否仍然有效,或准备简洁的合并阻塞评论时使用。
Search Config
Search indexing configuration and full-text search management
Deal Playbook
Write sales playbooks — outbound sequences, discovery call guides, objection handling scripts, and demo frameworks. Use when asked to "write a sales playbook", "build an outbound sequence", "help me…
Openfold3
Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when predicting protein/nucleic-acid/ligand complex structures with an…
Mui
Material-UI v7 component library patterns including sx prop styling, theme integration, responsive design, and MUI-specific hooks. Use when working with MUI components, styling with sx prop, theme…
Self Improve With Tinyfish
Enables Hermes to create new reusable skills for itself by researching live web sources with TinyFish Search and Fetch, analyzing source coverage, writing SKILL.md files, and installing them into…
Strategic Compact
建议在逻辑间隔处手动压缩上下文,以在任务阶段中保留上下文,而非任意的自动压缩。
Desktop Type
Type text at current cursor position in desktop applications. When you need to enter text in dialogs, fill input fields, or type in text editors. Supports Chinese input. For browser webpage forms, use…
Package Author
当用户要把手头的工具打包/标准化成 pinvou 插件包时使用——包括纯技能(SKILL.md)、纯 MCP 服务或它们的组合包。用户说"打包/做成插件包/标准化这个工具/给我一个能上传的标准包/写 plugin.json/加个图标"等,或给了散乱脚本/目录要整理成可上传 zip 时,用本技能把内容规范成 plugin-protocol 标准包(补 plugin.json、补…
Time Dependent Roc
Use when performing time-dependent ROC curve analysis for survival data with follow-up time, event status, and a numeric marker. Supports CSV/TXT/TSV/Excel input, `risk_score` as the default marker…
Gundlach Bonds
Use when evaluating bond, credit, duration, yield-curve, and fixed-income relative-value setups in a Jeffrey Gundlach style.
Unity Addressables
Manage Addressables groups, entries, profiles and content builds (com.unity.addressables, reflection-based)
Research Conventions
The evidence, judgement, intake and market-data rules every research deliverable follows. Read before the first deliverable of a research task; when a number has no source; when two sources disagree;…
Radiology Foundation Models
Use when an imaging study must select, adapt, fine-tune, or audit a pretrained medical imaging or vision-language foundation model. Covers zero-shot evaluation, linear probing, full fine-tuning,…
Create Workflow Command
Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts
Verify
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,…
Gaia Harness Engineering
Help a developer report a GAIA TUI, WebUI or agent problem, explicitly share a snapshot with Claude Code or Codex through MCP, and validate isolated worktree fixes.
Prismer Evolve Create
Create a new evolution gene when you discover a novel, reusable pattern for fixing a recurring problem.
Memory Ticketing
Use when adding Memory Events, Memory Tickets, memory-map.json, vault-references.json, PM Soul memory ownership, or Memory Curator routing to an agent repo.
Typesetting
优化文稿排版与可读性,不改变原始事实与核心表达。
Okr Builder
Crea OKRs (Objetivos y Resultados Clave) bien estructurados para equipos de producto, startups e individuos. Úsalo cuando necesites escribir OKRs, establecer objetivos trimestrales, definir resultados…
Deepl
Translate text with DeepL: translate between 30+ languages, list languages, check usage. Trigger phrases: deepl, translate this.
Oma Backend
Implement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.
Moai Domain Database
Database specialist covering PostgreSQL, MongoDB, Redis, Oracle, and cloud database platforms (Neon, Supabase, Firestore). Use for schema design, query optimization, indexing strategies, data…
Vc Setup
Interactive harness setup for any project. Detects stack, scaffolds process dirs, deep-scans the codebase, populates context. Works on fresh and existing projects — always asks before reorganizing.

