Cole Medin - Best AI-Coding Videos (OKF Bundle)
Bundle OKF 0.1 · 2 conceitos · coleam00/cole-medin-ai-coding
Open source Repository Open in the app JSON README (API)
About
# Cole Medin - Best AI-Coding Videos (OKF Bundle)
An [Open Knowledge Format](https://github.com/GoogleCloudPlatform/knowledge-catalog) bundle of Cole Medin's best videos on *principled agentic engineering* - curated so any AI second brain can mount it and search it deeply. Point your agent at it and ask it anything Cole has taught about AI coding: Claude Code, context engineering, the PIV loop, the AI layer, and the new Archon harness builder.
## Sections
* [videos/](videos/index.md) - per-video knowledge docs (summary, key ideas, tools, links) - all transcript-verified
* [concepts/](concepts/index.md) - cross-cutting themes that link the videos
## Themes at a glance
* **Context Engineering & the PRP Framework** - Cole's signature thesis: AI coding assistants fail from missing context, not weak models - so engineer the context up front.
* **The PIV Loop (Plan → Implement → Validate)** - Cole's core operating loop: you own the planning and validation, the agent owns the implementat
Details
- Kind
- OKF bundles
- Topic
- Version control
- Publisher
- coleam00
- Origin
- okf_github
- Category
- dados
- Version
- 0.1
- Stars
- 126
- Forks
- 24
- Last push
- 2026-06-25T22:07:05Z
- Repository state
- ativo
- Language
- Python
- Added
- 2026-09-08 22:07:22
- Updated
- 2026-09-08 22:07:22
- Origin id
coleam00/cole-medin-ai-coding:index.md
README
# Cole Medin - AI-Coding Knowledge Bundle A portable knowledge base of my best AI-coding videos - **Claude Code, context engineering, the PIV loop, the AI layer, and the new Archon harness builder** - in the **Open Knowledge Format (OKF)**: plain markdown any AI agent can read. ## How to use it Paste this to your AI coding assistant (Claude Code, Cursor, Codex, Gemini CLI, …): ``` Here's a knowledge bundle: https://github.com/coleam00/cole-medin-ai-coding Read its README and set it up so I can search over it. Then tell me what's inside. ``` That's it - your agent reads the rest of this README, clones the bundle, and you can start asking questions about anything I teach. --- ## Agent setup instructions You're being asked to make this knowledge bundle available so the user can ask questions about Cole Medin's AI-coding content. Follow these steps. ### 1. What this is This repo is an [Open Knowledge Format (OKF)](https://github.com/GoogleCloudPlatform/knowledge-catalog) bundle - a folder of markdown files, each with a small YAML frontmatter block, navigated via `index.md`. You read it **directly**: no database, no embeddings, no API, no special tooling. It also ships a tiny, dependency-free CLI - `okf-cli.py` (Python standard library only) - for fast navigation and search. ### 2. Set it up Clone the repo into the current working directory: ```bash git clone https://github.com/coleam00/cole-medin-ai-coding cd cole-medin-ai-coding python okf-cli.py index # confirm it works - prints the table of contents ``` ### 3. Use the CLI - `python okf-cli.py index [subpath]` - print an index (start at the root; e.g. `python okf-cli.py index videos`) - `python okf-cli.py find "<query>"` - ranked keyword search across the bundle - `python okf-cli.py read <path>` - print a page, e.g. `python okf-cli.py read concepts/the-piv-loop` (You can also just open the markdown files directly - `okf-cli.py` is only a convenience.) ### 4. How to answer the user's questions 1. `python okf-cli.py find "<the user's topic>"` (or read `index.md`) to locate the relevant pages. 2. `python okf-cli.py read` the specific `videos/<slug>` or `concepts/<slug>` pages - only what's relevant, not the whole bundle (progressive disclosure). 3. Follow the relative markdown links between a video and the concepts it teaches. 4. Answer grounded in those pages, and **cite the source video** by its title and `resource` (YouTube URL) from the frontmatter. This is read-only reference knowledge - don't modify the bundle. ## What's inside - `index.md` - the table of contents (start here) - `videos/` - one page per video (summary, key ideas, tools, link) - `concepts/` - the cross-cutting themes that tie the videos together - `okf-cli.py` - the dependency-free navigation/search CLI - `log.md` - change history Channel: https://www.youtube.com/@ColeMedin