Activates when writing code against upstream contracts. Ensures implementation stays within module boundaries and escalates design gaps instead of silently fixing them.

Alias router for the design phase skill in LocusQ. Use when user references `skill_design` explicitly or requests UI/interface design work.

notes-processor

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Strategic automation architecture advisor. Use when users want to plan automation solutions, evaluate their tech stack (Shopify, Zoho, HubSpot, etc.), decide between n8n vs Python/Claude Code, or need guidance on production-ready automation design. Invokes plan mode for complex architectural decisions.

Use this skill any time the user wants to work with Sandstorm agent stacks. This includes: creating, spinning up, or starting stacks; dispatching tasks or work to an inner Claude agent in a stack; checking stack status, task progress, or whether a task is done; viewing diffs, changes, or task output from a stack; pushing or publishing code changes from a stack to git; tearing down, cleaning up, or removing stacks; viewing container logs. Trigger whenever the user mentions 'stack' with a number or ID (like 'stack 1', 'stack 2', 'stack 3'), says 'sandstorm', refers to an 'isolated environment' for development, or asks to send work to an agent. Also trigger for multi-stack operations and any reference to agent workspaces. Do NOT trigger for general Docker, docker-compose authoring, CI/CD pipelines, or direct code editing unrelated to stacks.

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

Interact with the Theodo Blueprints registry — a platform for publishing, discovering, and downloading annotated code patterns.

Transform project requirements into concrete architectural decisions with proper ADR documentation.

Extract extreme response values with linked statistics from OrcaFlex

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Use when adding a full-stack analytics/usage-tracking feature to a FastAPI + React project. Provides backend models, middleware, aggregation service, API routes, and a polished enterprise-grade React dashboard with charts, KPI cards, and user activity tables.

Team capacity = (# engineers) × (days in sprint) × (focus factor 0.6-0.8)

Unpack a ZIP archive, inventory its files, run the corresponding child grounding skill for each supported child file, and then write a real archive-level grounded.md.

Systematically explore and deeply understand an entire codebase — its structure, architecture, data flow, models, training pipelines, and utilities. Use ONLY when the user manually invokes this skill via /skill-understand-codebase. After exploration, the agent is ready to modify code, build features, explain functionality, or answer questions about the codebase.

Clerk Organizations for B2B SaaS - create multi-tenant apps with org switching, role-based access, verified domains, and enterprise SSO. Use for team workspaces, RBAC, org-based routing, member management.

Use 0G Compute Network for decentralized AI inference, fine-tuning, and GPU computing. Use when building AI apps, running LLMs, or integrating GPU compute.

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Загрузка конфигурации 1С из XML-файлов. Используй когда пользователь просит загрузить конфигурацию из файлов, XML, исходников, LoadConfigFromFiles

Comprehensive design guide for web and mobile applications. Contains 67 styles, 161 color palettes, 57 font pairings, 99 UX guidelines, and 25 chart types across 16 technology stacks.

Ingest KUKA PDFs (manuals, application notes, training material, error code refs) from kuka_dataset/raw_sources/ into normalized knowledge entries under kuka_dataset/normalized/. Use when new PDFs are added or when re-ingesting after schema updates.

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Inclui uma figura estática ou gerada neste livro em mdBook. Use quando a tarefa envolver adicionar uma imagem, SVG, asset de terceiro ou ilustração gerada por scripts para algum capítulo.

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Construção de dashboards Grafana orientados a operação, incidentes e acompanhamento de saúde de serviços.

UI/UX design intelligence with searchable database

INVOKE THIS SKILL when setting up a new project or when asked about package versions, installation, or dependency management for LangChain, LangGraph, LangSmith, or Deep Agents. Covers required packages, minimum versions, environment requirements, versioning best practices, and common community tool packages for both Python and TypeScript.

Scene understanding and analysis. Use when users want to get a summary, overview, dependency report, or export of the current scene state. Triggers: scene summary, analyze, overview, statistics, count, export report, 场景摘要, Unity分析, Unity概览, Unity统计, 导出报告, 依赖分析.

Use when preparing a Formax code handoff: selecting files, generating repomix bundles, and writing a high-quality prompt for WebGPT or another coding agent with clear constraints and validation scope.

Product Manager (Morgan). Use for PRD creation (greenfield and brownfield), epic creation and management, product strategy and vision, feature prioritization (MoSCoW, RICE), roa...

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1. imageloader 的话自己怎么设计这个功能

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自动化处理 Word 和 Excel 文件。使用 Python 脚本读取、写入、格式化文档和表格。支持批量处理、模板填充、数据提取和格式转换。

The universal tool adapter for AI agents. Search, install, and run packages from the anyclaw registry. Use anyclaw to access web APIs, data pipelines, CLI tools, and scripts as unified commands.

Free YouTube video downloading, transcript extraction, and metadata retrieval using yt-dlp. Use this skill for downloading YouTube videos (single or bulk), extracting transcripts/subtitles, getting video metadata, or downloading audio-only. This is FREE (no API keys) unlike Apify. Triggers on YouTube download requests, transcript extraction, video metadata, or bulk video downloads.

Collaborate in Nereid Mermaid sessions via MCP using AST-first, probe-refine workflows for sequence diagrams, flowcharts, xrefs, routes, and walkthroughs. Use when exploring or editing diagrams with a human watching live in TUI, and when coordinating attention through `attention.*`, `follow_ai.*`, and `selection.*`.

Archive Behance projects to Eagle DAM (Digital Asset Management) library. Use when user wants to archive or save a Behance project URL to their Eagle collection with proper metadata. Triggers include requests like '归档 https://www.behance.net/gallery/...', '保存 Behance 项目', 'archive behance project', or any request to download or save Behance gallery content to local Eagle library.

**Purpose**: Apply a structured analytical framework to any document, extracting non-obvious insights, tensions, actionable implications, and gaps — going far beyond a generic summary.

'Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and proposes automation at multiple complexity levels using tools already installed on the user machine.'

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Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pipelines.

Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structuring crawl-walk-run partner deployment.

'Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks, stamp overlays, extract metadata, burst documents into pages, repair corrupted PDFs, attach or extract files, or perform any PDF manipulation from the command line.'

Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.

Install, troubleshoot, and use Scrapling CLI to extract HTML, Markdown, or text from webpages. Use this skill whenever the user mentions Scrapling, `uv tool install scrapling`, `scrapling extract`, WeChat/mp.weixin articles, browser-backed page fetching, or needs help deciding between static and dynamic extraction.

Convert documents to high-quality markdown with intelligent multi-tool orchestration and automatic DOCX post-processing.

Two-phase correction pipeline: deterministic dictionary rules (instant, free) followed by AI-powered error detection. Corrections accumulate in `~/.transcript-fixer/corrections.db`, improving accuracy

Download YouTube videos and HLS streams (m3u8) from platforms like Mux, Vimeo, etc. using yt-dlp and ffmpeg. Use this skill when users request downloading videos, extracting audio, handling protected streams with authentication headers, or troubleshooting download issues like nsig extraction failures, 403 errors, or cookie extraction problems.

MUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API.