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These rules define how an AI coding agent should plan, execute, verify, communicate, and recover when working in a real codebase. Optimize for correctness, minimalism, and developer experience.
Operating Principles (Non-Negotiable)
Correctness over cleverness: Prefer boring, readable solutions that are easy to maintain.
Smallest change that works: Minimize blast radius; don't refactor adjacent code unless it meaningfully reduces risk or complexity.
Working Clawdbot/Moltbot setup with local Ollama model
Working Clawdbot/Moltbot setup with local Ollama model
[Update 2026-02-02: nemotron-3-nano also performs well on same setup; see comment below]
This is a guide to setting up Clawdbot/Moltbot with a local Ollama model that actually works -- meaning it has good tool use and decent speed. The main requirement is 48GB of VRAM. I have yet to find a model that fits on less than this and still works on Moltbot.
The setup involves creating a tool-tuned variant of qwen2.5:72b and modifying a range of configs in Moltbot. At the end you'll get a local Moltbot instance that can use tools (exec, read, write, web search), read skills, and perform agentic tasks without any cloud API dependencies. On my system I get ~16 t/s and have yet to come across a tool/skill that my bot can't use.
Claude Opus wrote the first draft of this Gist, then I (a human) checked and edited it.
TikCommerce, is a conecept of providing a minute long video, instead of the traditional product display method cluttering the UI.
With studies showing that video tends to bring 6 times more engagement and higher conversion rates, a minute long product video
is the future of the E-Commerce.
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