工具

Analyzes completed projects to identify generalizable patterns, common workflows, and reusable knowledge worth extracting into skills. Use after completing a project to review LOG.md, skill updates, and project artifacts. Generates extraction recommendations but does not modify skills directly (user decides whether to apply via skill-updater).

Analyze and optimize parallel workflow performance. Use when users report slow parallel execution, want to improve speed, or need performance analysis. Activate for questions about bottlenecks, time savings, optimization opportunities, or benchmarking parallel workflows.

HTTP client for Clojure and Babashka built on java.net.http. Use when making HTTP requests, working with REST APIs, downloading files, or needing WebSocket support in Babashka or Clojure.

Generate privacy policy for Android apps with GitHub Pages hosting

Biome - Fast all-in-one toolchain for web projects (linter + formatter in Rust, 100x faster than ESLint)

[Extends solution-architect] GraphQL API specialist. Use for GraphQL schemas, Apollo Server/Federation, DataLoader, resolvers, subscriptions. Invoke alongside solution-architect for GraphQL API design.

Creates and updates well-formatted pull requests using GitHub CLI. Use when creating PRs, pull requests, submitting code for review, or when the user mentions "pr", "pull request", "create pr", or wants to open a code review. Analyzes all commits since branch divergence and handles existing PRs gracefully.

Format and lint GDScript files using gdscript-formatter. Use after editing GDScript files to ensure code style consistency.

Post-training model validation workflow: gating, backtesting, walk-forward validation, deployment decisions. Trigger after GPU training completes.

Learn from error patterns, generate skills to prevent recurrence, improve own learning algorithm - true recursive self-improvement

Auto-load when writing tests. Provides TDD workflow, test structure patterns, and common testing idioms.

Enterprise interactive survey orchestrator with AskUserQuestion tool integration, multi-select support, conditional branching, error recovery, and production-grade decision automation across all Alfred workflows; activates for requirement clarification, architectural decisions, risky operations, feature selection, and complex multi-step user interactions

Git workflow and commit conventions

AI-powered GitHub issue automation

Local speech-to-text with the Whisper CLI (no API key).

Comprehensive guide for building Computer Use Agents with the CUA framework. This skill should be used when automating desktop applications, building vision-based agents, controlling virtual machines (Linux/Windows/macOS), or integrating computer-use models from Anthropic, OpenAI, or other providers. Covers Computer SDK (click, type, scroll, screenshot), Agent SDK (model configuration, composition), supported models, provider setup, and MCP integration.

MCP (Model Context Protocol) server evaluation guide for creating comprehensive test suites with read-only, independent questions. Use when building MCP servers, creating evaluation frameworks, or testing LLM tool usage patterns.

Implement autonomous KB query functionality with SQL and ChromaDB tools for financial data analysis

This skill helps developers work with the asd-cli tool - a standalone binary for ALPS (Application-Level Profile Semantics) profile validation, conversion, and processing. It provides CLI commands and

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image with Imagen 4, editing, composition, refinement), generate videos (text-to-video with Veo 3, 8-second clips with native audio). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images/videos from text prompts, or implementing multimodal AI features. Supports Gemini 3/2.5, Imagen 4, and Veo 3 models with context windows up to 2M tokens.