Analyze cloned ML/RL codebases to generate a CODEBASE_PRIMER.md.
npx skills add https://github.com/maedmatt/dotfiles --skill distill-maedmatt
Please help me install this Agent Skill. Skill: distill Source: https://github.com/maedmatt/dotfiles/tree/main/shared/skills/distill Command: npx skills add https://github.com/maedmatt/dotfiles --skill distill-maedmatt
## What problem does it solve? The Distill Skill helps you convert a cloned ML/RL research codebase into a concise, actionable primer, surfacing architecture, algorithms, and implementation patterns to accelerate understanding and future development.
## Core Features & Use Cases
### Quick Start Run the distill skill on the target repository to generate CODEBASE_PRIMER.md in the repo root.
High-intent search queries and answers about installing and using this skill.
Analyzing an ML codebase helps you extract core architecture definitions, loss objectives, hyperparameters, and data processing patterns. This process surfaces the repository's core contribution to accelerate understanding and future adaptation.
To create an onboarding primer for a new robotics RL project, distill the cloned repository into a concise CODEBASE_PRIMER.md. This document captures implementation patterns, engineering choices, and adaptation guidance for teammates.
The best way to analyze a cloned ML codebase for future development is to systematically extract its architecture, algorithms, and implementation patterns into a compact primer. This surfaces the core contribution to plan integrations effectively.
Distill works with any cloned ML or RL codebase without requiring specific frameworks. It systematically analyzes the repository structure, dependencies, and modules to produce a standalone primer regardless of the underlying implementation.
PsychQuantClone competitor MCP Server repositories from GitHub into a local references directory.
Snowflake-LabsA concise summary of your roleplay character: name,</name> personality, and/or behavior, formatted as a single string sentence. Typically不超过50字，此处省略
pytorchAutomate local ExecuTorch environment setup with conda and dependencies.
thktGenerate architecture overview Markdown and Mermaid diagrams from codebase analysis.
