End-to-end workflow for detecting structural variants from long-read sequencing data. Covers ONT/PacBio alignment with minimap2 and SV calling with Sniffles or cuteSV. Use when detecting structural variants from long reads.

AI music generation with ACE-Step 1.5 — background music, vocal tracks, covers, stem extraction, audio repainting, and continuation for video production. Use when generating music, soundtracks, jingles, or working with audio stems. Triggers include background music, soundtrack, jingle, music generation, stem extraction, cover, style transfer, repaint, continuation, or musical composition tasks.

Install or uninstall the worktree-and-PR git workflow rule into a project. Triggers on 'install worktree rule', 'add worktree rule', or /install-worktree-rule.

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

notes-processor

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.

Validate historical data completeness and quality over date ranges

Build API routes, server actions, data adapters, and validation logic in web/. Use when creating or editing backend web code, API endpoints, or data-loading functions.

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.

Guidance for `effect/Context` focused on APIs like get, make, and empty. Load after `effect-skill-router` when this module is the primary owner.

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.

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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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Helps with idea overload and prioritization. **Capture first, triage later** — keep a local backlog before promoting to GitHub. Prevents losing ideas without the friction of creating issues for half-b

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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.

INVOKE THIS SKILL when implementing human-in-the-loop patterns, pausing for approval, or handling errors in LangGraph. Covers interrupt(), Command(resume=...), approval/validation workflows, and the 4-tier error handling strategy.

Load and follow the skill at `{project-root}/_bmad/bmm/2-plan-workflows/bmad-edit-prd/SKILL.md`.

Transform any structured CSV or Excel file into a polished React dashboard with KPI cards,

Load and follow the skill at `{project-root}/_bmad/compass/1-analysis/bmad-compass-ingest-whitepapers/SKILL.md`.

ESP32 Pro Master Skill - Engenharia de Firmware Avançada

Portable tmux-based workflow to drive one or multiple long-running Codex CLI “workers” from another process (e.g. Claude CLI) by (1) starting/reusing a tmux session running `codex`, (2) injecting prompts into the Codex pane via `tmux send-keys`/buffer paste, and (3) polling the worker’s Codex JSONL session logs to extract the next assistant reply. Each worker runs with an isolated `CODEX_HOME` (default `~/.codex-workers/<worker_id>`) to prevent log cross-talk when multiple Codex workers run concurrently. Use when you need to submit/wait/read Codex replies in tmux, manage multiple Codex workers, or troubleshoot the tmux worker and log binding.

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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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.

front_setback: 3.0

Compose multi-agent systems with SequentialAgent, ParallelAgent, and LoopAgent. Use when building agent pipelines, parallel workflows, or iterative loops.

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.*`.

Reconcile one active execution slice, optionally execute owner-chain routing, and persist checkpointed resume context for one-slice acceleration.

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.

Turn user interviews into actionable insights. Advanced synthesis techniques and frameworks.

'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 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.'

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Build, configure, and deploy iOS applications using XcodeGen and Swift Package Manager.

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