AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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Capacitor App Upgrades
Guides the agent through upgrading a Capacitor app project to a newer major version. Supports upgrades from Capacitor 4 through 8, including multi-version jumps. Performs all upgrade steps manually —…
Open Source License
Open Source License guidance, selection, compliance review, and drafting. Use this skill when users ask about choosing open source licenses, checking license compatibility, reviewing projects for OSS…
Claw Mux
Control cmux terminal topology and I/O — send commands to panes, read output, split layouts, monitor logs, orchestrate multi-pane workflows. Requires cmux environment.
Web Video
Encode a video for the web with a bundled ffmpeg script: AV1, HEVC, and H.264 MP4s plus a JPEG poster for ordinary video, or VP9 WebM and HEVC with alpha plus a PNG poster for transparent video,…
Cats Mtl Typed Errors
Scala typed errors with Cats MTL Raise/Handle and allow/rescue. Use for designing custom domain error types without EitherT, while keeping Cats Effect and ecosystem composition. Covers Scala 2/3…
Docker
Manage Docker containers, images, volumes, and docker-compose stacks via the docker CLI.
Backend Specialist
后端开发专家。精通 Node.js/Python/Go/Rust 等后端技术栈,专注于 API 设计、数据库优化、认证授权、微服务架构和性能调优。用于后端服务开发、API 设计和系统架构。
Critique
Review and compare UX designs, flows, prototypes, specifications, or implementations against user goals, evidence, interaction behavior, accessibility, design-system fit, content, and engineering…
Opex
Internal management presentation for a large traditional industrial manufacturing group. Conservative, structured, content-heavy steering-committee style: white ground, deep navy ink, one corporate…
Dg Research
Check for Google Stitch updates and refresh the local knowledge base. Use when the user asks "what's new with Stitch", "are there any updates", or wants to know about current Stitch capabilities,…
Data Viz
Honest, Tufte-informed web data visualization. Use for charts, dashboards, metrics, KPI tiles, sparklines, chart accessibility, chartjunk removal, genre choice, lie-factor checks, direct labels, data…
Zack Motion Taste
动效决策框架:该不该动、动什么、动多久、用什么曲线、怎么打断、怎么退出、性能怎么保。包含时长与缓动对照表、属性选择、手势与弹簧、reduced-motion 处理。当需要添加动画、让组件「活」起来、做转场,或动效显得卡顿/廉价/多余时使用。仅做动效判断,不改视觉风格。
Flow Errors
Use when designing or reviewing error states, failure recovery, offline behavior, destructive-action protection, or 404/500 pages — or when users report lost work, confusing error messages, accidental…
Ui Composition Engine
Defines concrete layout libraries, premium bento systems, and strict composition constraints to prevent repetitive slop.
Deck Open Slide Canvas
Open-Slide 1920 Canvas Deck (Open Design) — use only when explicitly invoked, not for general design requests
Design System Architect
Define or review reusable UI tokens, components, and state behavior. Use when a task affects semantic tokens, component boundaries, design-system consistency, or cross-screen UI reuse.
Design Slop
Detect, prevent, and remove generic AI-looking web design patterns. Use when creating, reviewing, auditing, or refining websites, landing pages, dashboards, WordPress blocks, and UI components.
Git Branch
Create a task branch after plan approval
Clawdtributor
Clawtributor PRs here, last week or another window: discover conversation refs, recheck GitHub, rank by impact.
Requesting Code Review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Skill Host Compat
Lint ECC skills for Codex/Cursor-safe frontmatter and Claude-only substitutions before a skill PR.
Honcho
Configure and troubleshoot Honcho memory for Hermes.
First Reader
Beta readers for any draft, run by simulating how a real reader experiences it, moment by moment. A skim gate, a no-lookahead timed read producing an attention transcript with quit points, a recall…
Caveman Commit
Write a Conventional Commits message compressed to intent only. Use for "write a commit", "commit message", /commit or /caveman-commit.
Mem Search
This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last session", or wants…
Chart Visualization
This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications,…
Wireframe Portal Title
A wireframe portal bursts open, the title comes through, then its letters swap into a second phrase. HyperFrames block, 1920×1080, 8s, 9 variables.
Openspec Bulk Archive Change
Archive multiple completed OpenSpec changes at once. Use when archiving several parallel changes. Also use for a plural archive request - "openspec bulk-archive", "opsx bulk-archive", "openspec…
Publish
Publish oh-my-opencode to npm by triggering the GitHub Actions publish workflow and verifying its artifacts. Ship-only: never runs pre-publish-review or re-reviews merged code unless the user…
Orchard Release
Check deployment evidence and recovery conditions.
Time Svg Creator
Creates an SVG time card showing the current time for Dubai. Writes the SVG to agent-teams/output/dubai-time.svg and updates agent-teams/output/output.md.
Azure Speech To Text
Transcribe audio to text using Azure AI Speech (Fast Transcription REST API). Use when converting audio/video to text, generating subtitles, or processing spoken content in OpenMontage. Optional cloud…
Bmad Agent Architect
System architect and technical design leader. Use when the user asks to talk to Winston or requests the architect
Job Application Assistant
Assists with job applications: evaluating job postings, tailoring CVs, writing cover letters, and preparing for interviews. Triggers on keywords like: job posting, job application, CV, cover letter,…
Resume Tailor
Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline, summary, bullet…
Breakdown Test
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
Analyzing Threat Actor Ttps With Mitre Navigator
Map advanced persistent threat (APT) group TTPs to the MITRE ATT&CK framework using the attackcti Python library to query STIX/TAXII data for group-technique associations, then generate ATT&CK…
Officecli Pitch Deck
Use this skill when the user is building a fundraising / investor pitch deck — seed, Series A / B / C, convertible note, SAFE round, strategic raise. Trigger on: 'pitch deck', 'investor deck', 'Series…
Cognee Improve Sessions
Use when working with cognee's session memory or improve() — storing conversation turns, agent traces and feedback with session_id, bridging sessions into the permanent graph, reading an…
Planning
Break down a coding task into a structured implementation plan with clear steps, file identification, and risk assessment.
Batch
Execute batch operations on multiple files in parallel. Automatically discovers files, splits into chunks, and processes with parallel worker agents. Use `/batch` followed by operation and file…
Screenpipe Commitment Review
Find explicit promises and deadlines in selected work history and reconcile their latest status.
BeCreative
Divergent ideation and corpus expansion via Verbalized Sampling plus extended thinking — single-shot generates several internally diverse candidates and surfaces the strongest, or expands a seed…
Iii Architecture Patterns
Use when composing iii primitives into backend architectures: durable workflows, reactive backends, agentic pipelines, event-driven CQRS, effect pipelines, and trigger-transform-action automation.
Vector Db
Vector database expert for embeddings, similarity search, RAG patterns, and indexing strategies
Seo Firecrawl
Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS…
Kubesphere Devops Credentials
Use when managing credentials in KubeSphere DevOps, including repository credentials, kubeconfig, and API tokens
Auditing Foundry Smart Contract Security
Pre-deployment security audit of Solidity smart contracts in a Foundry project. Combines static analysis (Slither, Aderyn), symbolic execution (Mythril), and property-based testing (forge fuzz +…
Clip
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content…
Explain Changes
Explain recent changes and provide a structured summary with security checks
Safe File Deletion
Enforces explicit user permission before any file deletion. Activates when you're about to use rm, unlink, fs.rm, or any operation that removes files from disk. MUST be followed for all delete…

