Software Development & Delivery · Public

komi-learn

Continuous memory and self-improvement for coding agents. It learns how you work and recalls it automatically, with no commands. Works with Claude Code and Codex.

Best fitUsers who want source-backed project understanding before installing it.

Check whether this project matches your task before installing it.

What it can doPortable AI capability asset

Review the portable capability path.

Before continuingVerify in a sandbox

Do not treat a preview pack as a proven local install.

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forks unavailable · contributors unavailable

Official first step Read manual preview Source repository

Publication status · 2026-05-31

What is komi-learn?

Continuous memory and self-improvement for coding agents. It learns how you work and recalls it automatically, with no commands. Works with Claude Code and Codex.
Best fit: Users who want source-backed project understanding before installing it.
Not for: Not for users who want to skip sandbox verification or cannot accept configuration, permission, or maintenance overhead.
Capability added to an AI workflow: Portable AI capability asset
First safe verification step: Verify the smallest path in an isolated environment and keep a rollback path.
Verification state: source, Quick Start, and sandbox install checks are recorded as passed.
Top risk: May increase setup, validation, or first-run risk for the user.
Evidence base: https://github.com/kurikomi-labs/komi-learn, https://news.ycombinator.com/item?id=48343216, https://github.com/kurikomi-labs/komi-learn#readme, Human Manual

Quick decision

Use this section to decide whether the project is worth a deeper read.

Best forUsers who want source-backed project understanding before installing it.

Match the project to your task before installing it.

CapabilityPortable AI capability asset

Continuous memory and self-improvement for coding agents. It learns how you work and recalls it automatically, with no commands. Works with Claude Code and Codex.

Repositorykurikomi-labs/komi-learn

stars unavailable · forks unavailable

What it can do

Translate the upstream project into concrete capabilities the user can judge before installing.

Overview

Related topics: Installation Guide, System Architecture

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

Installation Guide

System Architecture

Related topics: Host Adapters, Core Engine Components, Recall System

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

Host Adapters

Core Engine Components

Related topics: System Architecture, Recall System, Distillation Process

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

Sources: https://github.com/kurikomi-labs/komi-learn, Human Manual, Project Pack evidence, and downstream validation signals.

Community Discussion Evidence

Project-level external discussion stays visible on the detail page, not only inside the manual.

Starsstars unavailable

Forksforks unavailable

Contributorscontributors unavailable

Licenseunknown

Community Discussion Evidence

1 source-linked item

Review these external discussions before using komi-learn with real data or production workflows. They are review inputs, not standalone proof that the project is production-ready.

01
Configuration risk requires verification
GitHub / issue

How to start

Only source-backed commands are shown here. Verify them in an isolated environment first.

Try the prompt first

Test the workflow without installing the upstream project.

preview

Read the Human Manual

Understand inputs, outputs, limits, and failure modes.

manual

Take context to your AI host

Use the compiled assets in your preferred AI environment.

context

Run sandbox verification

Confirm install commands and rollback before using a primary environment.

verify

pip install komi-learn

Official start command · https://github.com/kurikomi-labs/komi-learn#readme · verified: yes

Human Manual

The English page must expose the real manual, not a short placeholder.

8+ sections · Human Manual

komi-learn Manual

Related topics: Installation Guide, System Architecture

Open the full manual

https://github.com/kurikomi-labs/komi-learn Project Manual
Table of Contents
Overview
Related Pages
Purpose and Scope
Architecture Overview
Host Adapter Layer
Learning Engine

Overview

Related topics: Installation Guide, System Architecture

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

Installation Guide

System Architecture

Related topics: Host Adapters, Core Engine Components, Recall System

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

Host Adapters

Core Engine Components

Related topics: System Architecture, Recall System, Distillation Process

Source: https://github.com/kurikomi-labs/komi-learn / Human Manual

AI Context Pack and portable assets

After deciding to continue, take the project context into your own AI host.

Complete pack plus user-owned assets

These files are planning and verification assets for Claude Code, Codex, Gemini, Cursor, ChatGPT, and other AI hosts.

Download complete pack Read Human Manual

BundleComplete Project Pack AssetAI Context Pack AssetBoundary & Risk Card AssetHuman Manual AssetPitfall Log AssetPrompt Preview AssetQuick Start EvidenceREPO_INSPECTION.json

Preflight checks

Treat this page as a planning asset, not proof that your local environment is ready.

The manual is generated from source-linked project files and Doramagic validation signals.
Community evidence warnings stay visible instead of being converted into marketing claims.
This English page is indexable because the locale quality gate passed and explicit English index approval is enabled.
Use the upstream repository as the final authority for installation commands, license, and version-specific behavior.