Knowledge Distillation
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT…
Search and filter the whole catalogue. Results update as you type.
1,545 prompts
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT…
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), exten…
Data framework for building LLM applications with RAG. Specializes in document ingestion (300+ connectors), indexing, and querying. Features vector indices, query engine…
Generate Linear Work Log You are tasked with generating a technical work log comment for a Linear issue based on recent git commits. Instructions 1. Check Linear MCP Ava…
Daily digest of AI releases from Anthropic, Meta, Vercel Labs, OpenAI and Google GitHub repos, the Claude Cowork changelog, the claude.dev blog and Hacker News, deduplic…
Git Status Command Show detailed git repository status Command originally created by IndyDevDan (YouTube: https://www.youtube.com/@indydevdan) / DislerH (GitHub: https:/…
Build a reference for the implementation details of this project. Use provided summarize tool to get summary of the files. Avoid reading the content of many files yourse…
Enhanced AI Mode for Complex Tasks Enhanced AI mode for complex tasks Command originally created by IndyDevDan (YouTube: https://www.youtube.com/@indydevdan) / DislerH (…
Intelligently Refactor and Improve Code Quality Intelligently refactor and improve code quality Instructions Follow this systematic approach to refactor code: $ARGUMENTS…
Analyze product screenshots to extract features and generate development task lists.
Multi-framework structured analysis: surfaces hidden assumptions, generates competing solutions, stress-tests each with adversarial reasoning, and delivers confidence-ca…
Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building…
Directory Deep Dive Analyze directory structure and purpose Instructions 1. Target Directory - Focus on the specified directory $ARGUMENTS or the current working directo…
Multi-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working together on complex tasks, when you need role…
Analyze and Explain Code Functionality Analyze and explain code functionality Instructions Follow this systematic approach to explain code: $ARGUMENTS 1. Code Context An…
Framework for building LLM-powered applications with agents, chains, and RAG. Supports multiple providers (OpenAI, Anthropic, Google), 500+ integrations, ReAct agents, t…
Fix Issue Command Identify and resolve code issues Instructions Follow this structured approach to analyze and fix issues: $ARGUMENTS 1. Issue Analysis - Use gh issue vi…
Clean Branches Command Clean up merged and stale git branches Instructions Follow this systematic approach to clean up git branches: $ARGUMENTS 1. Repository State Analy…
Fix all black, isort, flake8 and mypy issues in the entire codebase
Clean system caches (npm, Homebrew, Yarn, browsers, Python/ML) to free disk space
Code Permutation Tester Test multiple code variations through simulation before implementation with quality gates and performance prediction. Instructions You are tasked…
Comprehensive code quality review with security, performance, and architecture analysis
Convert Code Analysis to Linear Tasks Convert code analysis to Linear tasks Purpose This command scans your codebase for TODO/FIXME comments, technical debt markers, dep…
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser scr…