发现 Skills

Start code reviews, PR checks, or bug analysis. Triggers: "review my code", "check this PR", "analyze for bugs", "code review". Do NOT use for: - Automating fixes (use `ask-python-refactor`). - Generating new features. Capabilities: - Static analysis: Correctness, Security, Performance, Style. - Feedback priority: Critical > Performance > Style.

PDF text extraction, form filling, and merging using pypdf and pdfplumber.

Pre-commit verification pipeline — static security scan, baseline-aware quality gates, independent reviewer subagent, and auto-fix loop. Use when user says "commit", "push", "ship", "verify", or "review before merge". Use after code changes and before committing, pushing, or opening a PR.

Pack-specific learnings, gotchas, and configuration patterns for Spectro Cloud Palette. Covers storage, networking, security, and application packs.

Debug Spectro Cloud Palette clusters using event streams, log bundles, and edge host logs. Tracks known errors - both actionable and noise.

Computational text analysis for sociology research using R or Python. Guides you through topic models, sentiment analysis, classification, and embeddings with systematic validation. Supports both traditional (LDA, STM) and neural (BERT, BERTopic) methods.

Use whenever writing or modifying FastAPI tests. Defines the canonical stack (pytest + httpx.AsyncClient + pytest-asyncio + factory-boy / Faker for fixtures), dependency override patterns for DB/auth mocking, and the per-layer testing strategy (router / service / repository tests).

name: nestjs-api-design description: NestJS REST API architecture and design patterns — feature modules, controllers, services, repositories, DTOs, guards, interceptors, filters, pipes, error handling.

Systematic Fishbone analysis exploring problem causes across six categories

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

iMessage/SMS CLI for listing chats, history, watch, and sending.

Strict file creation rules. Loaded FIRST by the orchestrator and all agents before any action. Prevents pollution with .md, .json, and ad-hoc script files. Only allows source code files and authorized build/docs under a .build/ directory.

Use when setting up DDEV for TYPO3 extension development or testing across multiple TYPO3 versions (11.5/12.4/13.4/14.0).

SCAMPER creative brainstorming with seven prompts—Substitute, Combine, Adapt, Modify, Put to other uses, Eliminate, Reverse. Use for innovation, product ideas, or breaking creative blocks.

Use when the user wants embeddings, vector indexing, retrieval, or retrieval-backed answers, including embedding-agent setup, Chroma-backed collections, collection add/query, and KB-to-answer flows.

AI and machine learning development with PyTorch, TensorFlow, and LLM integration. Use when building ML models, training pipelines, fine-tuning LLMs, or implementing AI features.

Design and implement REST API integrations with proper error handling, authentication, rate limiting, and testing. Use when building API clients, integrating third-party services, or when users mention API, REST, webhooks, HTTP requests, or service integration.

Embedded systems development best practices for ESP32, FreeRTOS, and ESP-IDF. Use when writing firmware code, reviewing implementations, or learning about embedded patterns.

Comprehensive skill for Evolution API - open-source WhatsApp integration platform with multi-service chatbot and automation support

Enter the Gigaverse as an AI agent. Create a wallet, quest through dungeons, battle echoes, and earn rewards. The dungeon awaits.

Performs active security "war gaming" by attempting to exploit identified vulnerabilities in a sandbox. Validates threat reality beyond static scans.

Skill 查找器 | Skill Finder. 帮助发现和安装 ClawHub Skills | Discover and install ClawHub Skills. 回答'有什么技能可以X'、'找一个技能' | Answers 'what skill can X', 'find a skill'. 触发词：找 skill、find skill、搜索 skill.

Guide for setting up AI configuration in your application. Helps you choose between agent vs completion mode, select the right approach for your stack, and create AI Configs that make sense for your use case.

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