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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Extracted artifacts from Kimi OK-Computer (and other agents) system for AI studies in agentic architecture.
| Date | Stars |
|---|---|
| 2026-07-31 | 332 |
| 2026-08-06 | 332 |
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<!-- SPDX-License-Identifier: CC-BY-4.0 --> <!-- Copyright 2026 Danny Nguyen --> # Kimi Agent System Analysis  [](LICENSE) [](https://github.com/dnnyngyen/kimi-agent-internals) [](https://github.com/dnnyngyen/kimi-agent-internals) [](https://github.com/dnnyngyen/kimi-agent-internals/commits/main) > An analysis of Moonshot AI's Kimi agent architecture (K2.5 model). --- ## Table of Contents - [Overview](#overview) - [Repository Structure](#repository-structure) - [Quick Start](#quick-start) - [What This Repository Contains](#what-this-repository-contains) - [License](#license) --- ## Overview This is an analysis of Moonshot AI's Kimi agent architecture and source code. Kimi K2.5 is the underlying model; the agents at kimi.com/chat, kimi.com/agent, and specialized endpoints are different interfaces that use this model. Proof of source: when this repo was shared on Reddit about a bug in the extracted code, Kimi publicly confirmed this was the production code being used. See the comment below. (fixed January 2026) <blockquote class="reddit-embed-bq" data-embed-height="504"> <a href="https://www.reddit.com/r/kimi/comments/1r0iao8/comment/o4kq6m7/">Comment</a><br> by <a href="https://www.reddit.com/user/Appropriate_Goal_360/">u/Appropriate_Goal_360</a> from discussion <a href="https://www.reddit.com/r/kimi/comments/1r0iao8/cryptojacking_malware_found_in_kimicom/"></a><br> in <a href="https://www.reddit.com/r/kimi/">kimi</a> </blockquote><script async="" src="https://embed.reddit.com/widgets.js" charset="UTF-8"></script> --- ## Repository Structure ``` kimi-agent-internals/ ├── README.md # Main entry point ├── GLOSSARY.md # Terms and definitions ├── LICENSE # Mixed: CC0 + CC BY 4.0 + Apache 2.0 │ ├── deep-dives/ # Technical reference documentation │ ├── README.md │ ├── architecture/ # System architecture │ │ ├── container.md │ │ ├── filesystem.md │ │ ├── security.md │ │ └── workspaces.md │ ├── runtime/ # Runtime components │ │ ├── browser-automation.md │ │ ├── code-execution.md │ │ ├── control-plane.md │ │ ├── chrome-profile.md │ │ ├── pdf-viewer.md │ │ └── utils.md │ └── binaries/ # Binary analysis │ └── tectonic.md │ ├── prompts/ # System prompts for 6 agent types │ ├── README.md │ ├── base-chat.md │ ├── ok-computer.md │ ├── docs.md │ ├── sheets.md │ ├── websites.md │ ├── slides.md │ └── memory-format.txt │ ├── analysis/ # Research findings and analysis │ ├── README.md │ ├── execution-flows.md │ ├── how-kimi-works.md │ ├── skills-vs-personas.md │ └── skills/ # Skill system analysis │ ├── README.md │ ├── docx/analysis.md │ ├── pdf/analysis.md │ ├── webapp/analysis.md │ └── xlsx/analysis.md │ ├── source-code/ # Extracted source from Kimi system │ ├── README.md │ ├── browser_guard.py # 41KB - Browser automation │ ├── jupyter_kernel.py # 17KB - Code execution │ ├── kernel_server.py # 10KB - Control plane │ ├── utils.py # 1.2KB - Helper functions │ ├── etc/ # System configuration (~8KB) │ │ ├── chromium/ # Chrome security settings │ │ ├── chromium.d/ # Chrome launch flags │ │ └── ImageMagick-6/ # Image processing policy │ ├── pdf-viewer/ # ~4MB - PDF.js Chrome extension (viewer only) │ │ ├── manifest.json # Extension manifest (v3) │ │ └── content/web/ # Viewe
Excerpt of 6,087 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6d98236cadcdebd0, topic:moe