Implement Scrapy pipeline patterns for data processing, validation, cleaning, and storage when processing scraped items. Automatically creates pipelines for common data workflows including CSV, JSON, database export, and data transformation.
Scaffold FastMCP tool implementations with database integration, error handling, and test session support. Generates production-ready MCP tools.
在仓库内通过脚本调度多个 coding agent（codex、opencode、claude code）执行任务。用户提到运行 codex/opencode/claude、委派任务给 coding agent、希望自动改代码并跑命令或测试时使用。
Execute CLI commands and skills from Desktop including outlook-extractor, git operations, and filesystem automation
Export rc file aliases into executable scripts so non-interactive shells and agents can use them, with backups and restore.
Queue long-running tasks (transcoding, API calls, batch processing) to run in background at low priority when user is active, normal priority when idle. Use when scripts take minutes/hours and shouldn't impact PC performance during active use.
Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon exec or shannon analyze
Interfacing with Raspberry Pi Pico using picotool, serial communication, and defmt logging. Use when flashing firmware, debugging, setting up serial telemetry, or configuring defmt/probe-rs logging.
Automate browsers with Puppeteer CLI scripts and persistent sessions. Use for screenshots, performance analysis, network monitoring, web scraping, form automation, JavaScript debugging.
Use when the user asks you to wait longer than 10 minutes before performing an action, implement delayed execution, schedule tasks for a specific time, or do something after a condition becomes true
Production-grade Bash fundamentals - syntax, variables, control flow, functions
Scaffolds a new Python tool utility in 'src/tools/' for agents to call. Tools are utility functions (web scraping, PDF parsing, database queries) that agents use. Use when creating utilities that agents depend on.
Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation. Use when running HMS simulations, executing runs, computing models, or setting up parallel computation workflows. Handles HMS 3.x and 4.x version differences, Python 2/3 compatibility, destination folder management, and multi-run coordination. Trigger keywords: run simulation, execute HMS, compute run, parallel execution, batch runs, Jython script, HMS 3.x, HMS 4.x, Python 2 compatible.
Ejecuta ⚡ FASE 3 del Ciclo de Validación Automática - Decisión y Acción con subfases.
Execute JavaScript or Python code in a secure Hyperlight VM sandbox with full isolation. Use this when users request running code, performing calculations, testing algorithms, or demonstrating code behavior with actual output.
Run simulations on HPC cluster via SLURM. Use when user wants to sync code, submit jobs, check status, fetch results, or analyze outputs. Triggers on phrases like "run this", "submit to cluster", "check if done", "sync code", "fetch results".
Pure Bun-native filesystem utilities from @sidequest/core/fs. Use when you need command-injection-safe filesystem operations, prefer Bun over node:fs, or want token-efficient fs helpers. All functions use Bun.spawn, Bun.file(), or Bun.write() - no node:fs dependencies.
Specialized guidance for developing 2D farming RPG games in Unity with C#. Use when working on farm simulation mechanics, crop systems, NPC interactions, inventory management, day/night cycles, seasonal systems, tile-based worlds, or any 2D farm RPG game development in Unity. Covers ScriptableObjects, state machines, save systems, UI patterns, and pixel-perfect rendering.
Expert in Creative Assets, cNFTs, pNFTs, and Gaming Experiences.
Build production-ready frontend for Morpho Blue lending protocol on Solana. Covers all 26 program instructions across supply/borrow, flash loans, liquidations, authorization, and admin features. Uses Next.js 14, Anchor client, Jupiter wallet adapter, and Kamino-style UI/UX. Integrates with morpho-solana-builder skill for contract understanding.
"Specialist in Wagmi v2, Viem, React integration. Expert in optimistic UI, state synchronization, and Web3 frontend patterns."
Common Solidity design patterns and implementations for secure smart contract development. Use when implementing standard functionality like access control, upgradeability, or token standards.
