AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Bollinger Reverter 4h
Use when writing a symmetric Bollinger-band mean-reversion strategy on the 4h timeframe — BB reverter, range trader, chop strategy, ADX<25 mean reversion, band-fade with a minimal_roi ladder.…
Ai Voiceover
The AI narration / voiceover mini-skill (ElevenLabs-led). Use when someone wants an "AI voiceover," "narration," "text-to-speech for a video," "voice for my Reel/Short/explainer," "clone my voice," or…
Api Platform Serialization
Control API Platform serialization with groups, #[Context], IRI links (readableLink/writableLink), and custom context builders
Citruscoastai
Guides agents to engage and transact with citruscoastai, an AI venture-operator agent, when they need hired AI labor or an agent-to-agent collaborator.
Flux2 Klein Prompting
Expert prompt engineering for FLUX.2 [klein] image generation and editing model. Use this skill whenever the user wants to create prompts for FLUX.2 [klein], generate images, edit photos with the…
Cold Email
Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR…
Data Analyst
Analyze structured data (CSV/JSON), find patterns, generate insights, and suggest visualizations. Use for data analysis tasks.
Ai System Testing
Test AI/LLM features that ship in your product. Covers prompt regression testing, response quality evaluation, tool-call validation, hallucination and RAG grounding checks, nondeterministic-output…
Adr Reviewer
Review an ExStruct ADR draft for decision quality, overlap with existing ADRs and specs, evidence strength, rollout risk, and human-ownership escalations. Use only after adr-linter reports no…
Chai
Structure prediction using Chai-1, a foundation model for molecular structure. Use this skill when: (1) Predicting protein-protein complex structures, (2) Validating designed binders, (3) Predicting…
Epo Patent Search
Search European patents using EPO OPS API (full-text, legal status, families) and BigQuery (100M+ patents, EP filter) for prior art, competitive intelligence, and freedom-to-operate analysis
Agentseek Lifecycle
Use when helping with AgentSeek-managed projects or AgentSeek-compatible templates: create projects, diagnose lifecycle issues, run doctor/dev/info/task commands, edit lifecycle specs, or maintain…
Npc Showcase Clips
Record short clips of NPC conversations that look like real gameplay, ready to post. Covers scripted exchanges at chosen places and times, the gameplay camera held still behind the player, both lines…
Shopify Admin Agentic Llms Txt
Generate and publish an /llms.txt guide (brand summary, flagship products, key policies, contact) via a theme template so AI assistants get a curated, machine-readable map of the store.
Design Taste
Anti-slop design skill for landing pages, portfolios, and marketing sites. The agent reads the brief, infers a deliberate design direction, and ships interfaces that do not look AI-generated. Ban the…
Llm Context
USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized for LLMs. GET + POST. Adjust max_tokens/count based on complexity. Supports Goggles, local/POI. For AI…
Bold Line Fashion
Wibi Style 官方视觉风格:把一张照片转换成粗线手绘穿搭插画。适合穿搭轮廓和动作清楚的人像、街拍及坐姿照片,转换成浅灰留白与黑色轮廓的时装角色插画。适用于用户要求粗线手绘穿搭插画,或明确调用 $bold-line-fashion 时。
Prospeccao B2b Comercio Local
Prospeccao B2B de comercio local (Google Places + WhatsApp + registro).
Pm Bug Reporting
Bug reporting protocol for PM and agents to file GitHub issues
Bootstrap
Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., "create my SOUL.md",…
Markdown Formatter
Format and clean up markdown documents following best practices
Theme Detector
Detect and analyze trending market themes across sectors. Use when user asks about current market themes, trending sectors, sector rotation, thematic investing, what themes are hot or cold, or wants…
Banimode
Unofficial read-only Banimode: search fashion, compare prices, sizes, stock and flash deals. Use when the user asks about Banimode (banimode.com) or wants clothes, shoes or bags in Iran.
Ui Ux Pro Max
UI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility,…
Video Subtitles
Subtitles, captions and transcripts for a video or audio file. Use when the user wants a transcript (plain or timestamped) of a video, podcast or call recording, static subtitles burned in with a…
Copywriting Assistant
Writes persuasive content for marketing and ads. Use when creating copy.
Game Development
Use when implementing game animations, player feedback, character movement, or interactive entertainment in Unity, Unreal, or other game engines.
Vue Router Best Practices
Vue Router 4 patterns, navigation guards, route params, and route-component lifecycle interactions.
Chainlink Cre Skill
Handles CRE (Chainlink Runtime Environment) Go and TypeScript workflows, the CRE CLI, simulate, and deploy. Sends CRE Connect watchers, gas-less Smart Accounts, and dta.v2 to…
Genai Hub Prompt Evaluation
Run GenAI evaluations on SAP AI Core: benchmark LLMs and prompts against a test dataset using system-defined and custom (LLM-as-judge) metrics, then retrieve aggregate results. Supports all three…
Code Review
Code review with principal-engineer-level depth. Reviews for correctness, performance, security, maintainability, and architecture. Use when completing tasks, reviewing PRs, or before merging.
Major Arcana
The 22 Major Arcana cards mapped to color palettes, lighting, gradients, and moods for UI. Use when a design needs a symbolic color system or atmosphere, or when a user names a card such as the Sun,…
Gitnexus Impact Analysis
Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: "Is it safe to change X?", "What depends on this?", "What will break?"
Otel Dotnet
OpenTelemetry in .NET — DI/builder SDK setup (OpenTelemetry.Extensions.Hosting, AddOpenTelemetry, UseOtlpExporter, OpenTelemetrySdk.Create), native .NET instrumentation APIs (ActivitySource,…
Ax Audit
Audits agentic products for tool parity, authority, approval payloads, recovery, and trust using 27 rules and a ship verdict. Use when asked for an "AX audit", to review an agent approval flow, or…
Ardot Poster
"Use this skill for Ardot canvas design tasks whose deliverable is a visual poster — posters, flyers, billboards, banners, event posters, promotional single-page graphics, e-commerce banners, brand…
Mecddi Query
Query the MecDDI mechanism-based drug-drug interaction database. Use whenever the user asks about drug-drug interactions, DDI mechanisms (PK/PD), enzyme or transporter-mediated interactions, or wants…
Agentic Coding Workflow Expert
AI coding workflows, multi-agent code swarms, and CI/CD self-healing / Workflow koding AI, swarm multi-agen, dan self-healing CI/CD.
Status Update Writer
Use when the user asks to write a status update, weekly or monthly update, stakeholder update, project update, standup, status report, or QBR. Do NOT use for writing a PRD or a retro doc — those need…
Chaos Engineer
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback procedures, and…
Context Router
Resolve the minimum set of knowledge-graph nodes needed for a task before reading any source file. Use at the start of every non-trivial task once a project has a knowledge graph — when changing a…
Codex Session Recovery
Recover Codex or Claude sessions from tmux panes, saved cockpit snapshots, session history, and recent agent logs without overwriting useful restore evidence. Use when a pane crashes, detaches, loses…
Brand Kit
Build a portable brand-kit.json for the user's product — colors, typography, voice — that other skills (video, ad creative, landing page) can consume. Multiple discovery paths so it works whether the…
Healthcheck
Read-only vault health diagnostic. Generates a report without modifying any files. Checks: graphify-out integrity, setup verification, orphan entities, dangling content, old content (>15 days). Safe…
Fin Generate Idea
针对经济金融研究方向的创意生成与评估。生成8-12个可发表的研究idea,过滤后在数据可行的情况下进行小规模实证验证,输出排序后的研究想法报告。
Create Agent
Use to create or customize a Raw agent through files or dashboard, with prompt, tools, skills, vars, MCP and policy. Use create-package to distribute an existing setup; configure-raw for one setting.
Athletics
Use this skill when the job is mostly about sustained force: large batches, exhaustive passes, long-running jobs, or load that needs to be carried without dropping it. It is the right metaphor when…
Anchor Viz
Draw a faithful architecture or structure diagram of a real codebase or project by scanning the actual repo, never guessing. Use for system architecture, request lifecycle, data model, state…
Design Movements
Historical design movements and their enduring influence. Understand Bauhaus, Swiss International Style, Art Deco, Memphis, and more. Use when choosing an aesthetic direction, understanding cultural…
Defold Native Extension Editing
Defold native extension development. Use when creating or editing C/C++ (.c, .cpp, .h, .hpp), JavaScript (.js), or manifest files in native extension directories (src/, include/, lib/, api/).
Docker Stack Ops
Troubleshoot and manage the Docker / Dockge stacks over SSH, especially the arr media stack. Use this whenever the user mentions a container, Docker, Dockge, a compose stack, or any specific app such…

