AI Ml AI Skills

Platform detection and adaptive spawning for CLI vs VS Code vs other surfaces

Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.

用于前端工程面试出题；覆盖 JavaScript、React/Vue、浏览器原理和性能优化，强调业务实战与工程化能力。

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with…

Audit TanStack AI provider adapters for feature parity gaps and outdated model lists. Triggered as /gap-analysis <provider|feature <name>|models|--all>. Produces a dated markdown report under…

Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning.

Prepare compact factual project context for another session or coding tool without copying transcripts or secrets.

Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with extended thinking…

Establish review gates — criteria, checkpoints, and approval flow. Use when work ships without consistent review. For running one individual session, use `design-critique`.

AI-assisted dataset annotation with COCO export — bbox, SAM2, DINOv3 methods

Integrate markstream-vue into a Nuxt 3 or Nuxt 4 app. Use when Codex needs client-only boundaries, SSR-safe setup, browser-only peer gating, worker-aware initialization, renderer `mode` selection, or…

User pairing, authentication, and trust management

Generate a polished HTML presentation page and Obsidian Canvas for big releases — new products, takeovers, major migrations. Non-technical audience. Use when asked to "present this", "release…

Use when a user explicitly requests Sepia write to create new prose.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art…

Adding a built-in Agent Skill (an attack technique like ssrf, xxe, rce) that ships hardcoded in RedAmon: classified by the Intent Router, injected into the agent prompt, toggled per project, badged in…

Universal AI-powered web scraper for any platform. Scrape data from Instagram, Facebook, TikTok, YouTube, LinkedIn, X/Twitter, Google Maps, Google Search, Google Trends, Reddit, Airbnb, Yelp, and 15+…

Auto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server. Normalizes CRS to EPSG:4326,…

You have a SYMPTOM — crash, exception, wrong output, failing test, error string — and don't know which code is responsible. Ranks candidates; a stack trace or sanitizer output maps onto frames…

Default, free, and fastest way to search the web — faster and more token-efficient than Claude's built-in web search, returning compact structured results instead of raw pages. Supports flexible…

Add a new step under src/nemotron/steps/<category>/<step_id>/ — manifest (step.toml), runner glue, configs, and per-step README.md. Use when extending the catalog so /nemotron-customize can route to…

Create, review, run, inspect, pause, resume, and cancel durable JavaScript workflows that coordinate multiple headless Codex agents. Use for dynamic fan-out and fan-in, per-item analysis, multi-stage…

根据提供的示例或品牌指导，以独特的语气撰写文章、指南、博客帖子、教程、新闻简报等长篇内容。当用户需要超过一段的精致书面内容时使用，尤其是当语气一致性、结构和可信度至关重要时。

Record important information to long-term memory for learning user preferences, successful patterns, and error lessons. When you need to remember user preferences, save successful patterns, or record…

Guide for creating and updating effective Omnibot skills. Use when the user wants to add a new skill or improve an existing skill for the built-in {{OMNIBOT_TERMINAL_DISTRIBUTION}} workspace, tool…

【何时用:仅当用户明确指向飞书/Lark(发到飞书、飞书文档等)时使用;泛指做个文档或PPT或表格或方案默认走本地工具,不要误用飞书】飞书云文档(Docx/Wiki)与思维笔记内容操作:读取、创建、编辑文档,插入或下载图片附件,查询或回滚历史版本。用户给出文档 URL/token(含 doubao.com 的 /docx/、/wiki/)时使用,按 URL 路径/token…

Benchmark video Q&A accuracy and latency of a deployed RT-VLM (Cosmos Reason 3) via vss vlm run, using questions and videos from the DSS vss-devx-base dataset. Replaces the deprecated nat eval /…

Manage HLSL/ShaderLab .shader files

Create diagrams and visual drawings using Excalidraw (.excalidraw files). Use when the user wants flowcharts, architecture diagrams, system diagrams, sketches, or any visual diagram. For database…

Guides Stripe integration decisions across development and test environment planning (separate sandboxes vs the shared test mode sandbox), API selection (Checkout Sessions vs PaymentIntents), Connect…

Use when evaluating startups or tech platforms through an a16z-style lens: technology adoption, market creation, platform power, AI/crypto/software narratives, and bold long-duration tech bets.

Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables. **Trigger when user asks to:** - Analyze database tables…

Use this workflow recipe when a question benefits from several independent perspectives followed by a single evidence-based synthesis.

Word documents a human will review and edit: build with python-docx, edit an existing file in place with tracked changes and comment threads, render, validate

Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.

Comprehensive quality verification: spec compliance, lint, type-check, tests, cross-layer data flow, code reuse, and consistency checks. Use when code is written and needs quality verification, before…

Review GitHub pull requests with detailed, multi-perspective code analysis using parallel subagents. Use this skill whenever the user wants to review a PR, asks for code review on a pull request,…

把产品/知识点/文案做成"手机系统 UI 风格"的电影化网页演示动画——观众像在看一台真手机的精心编排录屏：锁屏通知、聊天、设置页、控制中心、App 界面逐镜头呈现，HyperOS/MIUI 级手感动效 + 虚拟时钟播放器，可全屏录屏当成片。只要用户提到：手机 UI 演示、手机录屏风格动画、App 演示网页、把产品做成手机里的演示、锁屏通知动画、系统 UI…

Dialogue writing and revision for screen and stage (对白/台词/潜台词) — merged from Robert McKee's Dialogue (dialogue as action, said/unsaid/unsayable, exposition as ammunition, beat = action/reaction…

AI DevKit · Check local AI DevKit readiness and run setup only when status shows onboarding or harness integration gaps.

Create, track and update team goals in Hivemind via the `hivemind` CLI. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use…

Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection.

Use when testing or validating the GAIA TUI (tui/) by actually running it — driving screens, clicking and scrolling with the mouse, sending queries to an agent, capturing screenshots and video of a…

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5…

Use when the user types /agentlas-call <agents> <context>, /agentlas call, or /hep-call to borrow and execute named Agentlas Hub/Cloud agents attached to the current project.

Skill for working with local .knowledge.yaml files via KnowledgeStore. Use this when you need to recall, search, or manage directory-local memories and knowledge links stored in plain YAML alongside…

Write the step-by-step runbook a computer-use or browser agent follows to finish a real online task, such as cancelling a subscription or changing an energy supplier: what to look for on screen, one…

Guides evaluation of RAG pipeline retrieval and generation quality. Use when evaluating a retrieval-augmented generation system, measuring retrieval quality, assessing generation faithfulness or…

Post-meeting debrief — analyzes what happened, compares outcomes to your prep intentions, tracks decision evolution. Use when the user says "debrief", "what just happened in that meeting", "what did…

Organize a newly created Context Room from its title and description into structured room info. Use for room-enrich tasks.

Step-by-step guide for creating and running SQL schema migrations in `front` or `connectors` using the `npm run migration:*` tooling (pg-schema-diff + Umzug). Use when adding or removing columns,…