AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Tasknotes
Create, update, delete, and list tasks via HTTP API. USE WHEN user wants to create tasks, mark done, update status, or manage tasks.
Telnyx Ai Inference Java
Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Java SDK examples.
Deadline Drift
Use when a Polymarket market probability changes as the resolution deadline approaches.
Before After And Transformation
The transformation / before-after content format — structure a credible, honest, satisfying transformation (fitness, beauty, business results, skill progress, makeovers, client glow-ups, product…
Bootstrap Check
Verify Symfony project configuration including .env, services.yaml, doctrine settings, and framework requirements
Debugging Methodology
Systematic root cause analysis for production and development bugs. Hypothesis-driven debugging — never guess-and-check.
Content Strategy
When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about,"…
Pdf Processing
Read a PDF directly with vision and extract text, summarize, or analyze its structure. Use when the user passes a PDF file.
Ligandmpnn
Ligand-aware protein sequence design using LigandMPNN. Use this skill when: (1) Designing sequences around small molecules, (2) Enzyme active site design, (3) Ligand binding pocket optimization, (4)…
Patent Claims Analyzer
Automated analysis of patent claims for USPTO compliance with 35 USC 112(b) requirements - antecedent basis, definiteness, claim structure
Flagshiprouter
Entry point for FlagshipRouter — local/remote AI gateway with OpenAI-compatible REST for chat, image, TTS, embeddings, web search, web fetch. Use when the user mentions FlagshipRouter,…
Playful Color
Genre pack: bold, joyful consumer design — giant display type, thick ink outlines, flat vibrant color fields, sticker-like shapes, chunky buttons. For D2C brands, consumer apps, events, education, and…
Hz Quest Verify First
MANDATORY pre-flight check before answering any question or writing any code related to Meta Quest VR headsets (Quest 2, Quest 3, Quest 3S, Quest Pro) or apps that target them. Forces verification…
Cream Home Sketch
Wibi Style 官方视觉风格:把一张照片转换成奶油纸复古家居速写。家居角落、窗边植物、茶具和日式房间等摄影;主体和陈设位置清楚。适用于用户要求奶油纸复古家居速写,或明确调用 $cream-home-sketch 时。
Triagem Conteudo Externo
Tratar conteúdo externo não confiável antes de agir.
Mpm Doctor
Run diagnostic checks on Claude MPM installation
Doctoreto
Unofficial read-only Doctoreto: Iranian doctors, visit fees, free appointment times, clinics, labs. Use when the user asks about Doctoreto (doctoreto.com) or wants doctors, clinics, labs or…
Knowledge Base
使用 ARS 知识库进行检索、打开文档、文档内定位和查看思维导图。当用户需要基于已配置知识库回答问题、核验资料或引用文档内容时使用此技能。
After Close Watchlist Recap Skill
在收盘后总结自选股当日表现、驱动因素、强弱分化与次日观察点。适用于每日收盘复盘、维护自选股观察节奏、为次日盘前准备提供输入等场景。
Financial Analyzer
Analyzes financial data and generates insights. Use when working with financial reports.
Technology Mapping
全自动生成前沿技术领域的全景图谱。适用于以技术为核心的赛道(如量子计算、核聚变、AI Agent 等),通过双向挖掘(正向追踪学术源头 + 逆向溯源独角兽创始团队)构建学术→开源→商业化的完整脉络。触发词:「技术mapping」「技术全景图」「technology map」「赛道图谱」。
Presentations
Use when creating Keynote, PowerPoint, Google Slides animations, or any presentation motion design work.
File Reading
Use this skill when a file has been uploaded but its content is NOT in your context — only its path at /mnt/user-data/uploads/ is listed in an uploaded_files block. This skill is a router: it tells…
Sap Fiori Guidelines
SAP Fiori design guidelines for building enterprise applications. Use this skill when designing, building, or reviewing SAP Fiori applications, implementing SAPUI5 or UI5 Web Components, working with…
Deploy
Pre-flight checks then deploy. Validates env vars, migrations, bundle size, runs /ship audit, then deploys via git push or platform CLI.
Skillbuddy Skill Creator
通过自然语言对话创建或更新可由多个本机 AI agent 使用的 Skill,并检查重复、触发条件、资源依赖与跨平台兼容性。用户在 SkillBuddy 中要求新建、完善、迁移或适配 Skill 时使用。
Temporal Python Testing
Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal…
Ketchup
Catch up on autonomous runs, background tasks, and unread transcripts. Generates concise summaries under 100 words with native Antigravity Artifact links, visual receipts, and selectable action items.
Requirement Interviewer
Gather missing product, UX, technical, and delivery constraints before planning or coding. Use when a request is underspecified, when several implementations are plausible, when frontend work needs…
Otel Ottl
OpenTelemetry Transformation Language (OTTL) expert for writing and debugging telemetry transformations in the OpenTelemetry Collector. Use when authoring or reviewing `transform`, `filter`,…
Dx Audit
Audits libraries, CLIs, and SDKs using 38 rules for public contracts, package exports, piped output, errors, and configuration. Use when asked to "audit my CLI", "review my SDK", or diagnose package…
Cloudstudio Deploy
Deploy static sites to CloudStudio sandbox workspaces or take published sites offline. This skill should be used when users want to deploy a local build directory (e.g. dist/, build/, out/) to a…
Drugcentral Query
Query the DrugCentral drug pharmacology database. Use whenever the user asks about approved drug structures, drug targets, pharmacological actions, or wants to look up any entity (drug name,…
Ai Code Review Autonomous
Autonomous AI code self-review: syntax, logic, security, and perf / Review mandiri kode AI: sintaks, logika, keamanan, dan performa.
Code Reviewer
Analyzes code diffs and files to identify bugs, security vulnerabilities (SQL injection, XSS, insecure deserialization), code smells, N+1 queries, naming issues, and architectural concerns, then…
Knowledge Graph
Build and maintain the project's knowledge graph — a tiered set of nodes under docs/graph/ that lets an agent load only the few facts a task needs instead of the whole codebase. Use when adopting a…
Ghcrawl Cluster Operator
Use when inspecting a ghcrawl SQLite store, pulling GitHub issue/PR data, refreshing summaries, embeddings, and clusters, or extracting one cluster and its evidence through the ghcrawl CLI.
Cogny
Run Cogny marketing analysis tasks — fetch scheduled tasks, analyze ad accounts via MCP, report findings
Cometchat Android V6 Events
React to what the CometChat Android v6 UI Kit is doing — the CometChatEvents SharedFlow bus (message, call, conversation, group, user and UI events), how to collect it in Compose vs XML Views with…
Sync
Re-synchronizes the vault with external sources. In default mode, scans the `sources` field of all entities, deduplicates URLs, fetches updated content from each source (Confluence, GDocs, GitHub,…
Vercel Ai Sdk
Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming…
Create Tool
Use to create or customize a Raw tool plugin or executable variable provider through files or dashboard. Covers contracts, registration and verification; use create-package to distribute components.
Dependency Upgrade
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing…
Defold Scripts Editing
Creates and edits Defold Lua script files (.script, .gui_script, .render_script, .editor_script) and plain Lua modules (.lua). Use when asked to create, modify, or configure any Defold script or Lua…
Inventory
Build a complete live inventory of everything running across the homelab. Use this whenever the user asks what is running, what VMs / LXCs / containers / apps exist, "what's on <host>", "give me the…
Delete Key
Delete one or more API keys from a live LiteLLM proxy. Ask for the key(s) and confirm before calling POST /key/delete.
Debugging Runtime Errors
Loads when a session ends with `status: failed` AND a structured error message. Recognize: `did not call complete` (agent never called the injected complete tool); `emitted empty output` (called…
D Official Market Analysis
基于可验证的官方和权威来源分析影视、微短剧、漫剧、AI影视、网络动画与剧情短视频市场。用于“调用D”“用D分析”、题材趋势、平台对比、指标解释、项目市场评估与完整市场研究;按本次问题确定范围与交付,不把单项咨询自动扩成全市场报告。
Completion Verification
Verifies a completion, fix, passing, compatibility, release, or readiness claim with fresh task-specific evidence mapped to the actual requirements. Use before saying a change is done, before merge,…
Audio Production
Professional audio production for music, podcasts, and sound design. Use when working with audio recording, mixing, mastering, or sound design for any medium.
Tao Run Deft Object Detection
Run the full DEFT smart-data-augmentation loop for NVIDIA TAO Grounding DINO object detection: zero-shot baseline inference, KPI analysis, per-class gap analysis, SigLIP embedding of weak images,…

