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Tools others can use.

Part of our expertise, released as open tools: what each one does, who it’s for, how to run it, and where the code is.

Tool 01First release

pi-cwl

What it does
Reference implementation of Context Window Lifecycle: structured context eviction that lets a long-horizon LLM agent keep working past its context window. Built on a fork of the pi.dev terminal coding agent.
Who it’s for
Engineers building long-running agents who have hit the limits of summarisation-based compaction.
Run it
git clone https://github.com/Kiz8-Team/pi-cwl
cd pi-cwl && npm install && npm run build
pi

Published with the paper. No maintenance commitment is stated yet.

Code ↗License · MIT
Tool 02Claude Code plugin

jean-claude-kar-pathy

What it does
Builds and maintains an LLM-written wiki for any project, after Andrej Karpathy’s LLM Wiki pattern, so session knowledge compounds instead of vanishing when the context is cleared.
Who it’s for
Teams working with Claude Code who keep re-explaining the same project to every new session.
Run it
git clone https://github.com/Kiz8-Team/jean-claude-kar-pathy
mkdir -p ~/.claude/commands
cp jean-claude-kar-pathy/commands/jean.md ~/.claude/commands/jean.md

Then run /jean inside Claude Code in your project. No maintenance commitment is stated yet.

Code ↗License · not stated
github.com/Kiz8-Team ↗
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