---

name: "cs-spinning-up-deep-rl" description: "/cs:spinning-up-deep-rl [topic | framework | chNN] — query the knowledge base compiled from Spinning Up in Deep RL by Joshua Achiam (OpenAI). Use when applying its frameworks while working, looking up a term, or reading one chapter's summary."

/cs:spinning-up-deep-rl — Spinning Up in Deep RL

Command: /cs:spinning-up-deep-rl [topic | framework name | chNN]

When to run

• Applying a framework from this source to work in progress
• Looking up the author's exact formulation of a term
• Reading one chapter's compiled summary without opening the source
• Checking whether the source covers a question at all

What it does

1. Loads engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl/SKILL.md — Core Frameworks plus the Chapter and Topic indexes.
2. No argument → reports the core frameworks and the chapter index.
3. A topic or framework name → resolves it through the Topic Index and reads only the matching chapter file.
4. chNN → reads that chapter's summary directly.
5. Answers with the author's naming and cites the chapter.

Boundary

This command answers from one source (20 chapters indexed). Anything it does not cover gets said out loud rather than filled in — and hands-on work in your codebase belongs to the engineering skills, not here.