---
title: "How the kit improves"
description: "From projects to the kit and back — retros, proposals, the weekly scout, releases."
canonical_url: "https://razcue-agent-kit.vercel.app/en/concepts/self-improvement"
---
# How the kit improves

> From projects to the kit and back — retros, proposals, the weekly scout, releases.

Nothing changes without you: every step is a proposal you approve.

## From your project

- The `retro` skill gathers evidence (`agent-kit usage --days 30`, `agent-kit context`, git log, your corrections) and turns repeated corrections into knowledge, checks, hooks or promoted scripts.
- An improvement any project would benefit from becomes a proposal to the kit:

```bash [Terminal]
npx @razcue/agent-kit propose "Warn when a migration has no rollback note" --kind hook --body "problem, proposal, evidence"
```

`agent-kit propose` writes into the kit clone's `work/proposals/` (when registered with `agent-kit setup`) or prints a ready `gh issue create` command.

## From the ecosystem

`node scripts/evolve/scout.mjs` compares a reviewed baseline with new Claude Code versions, new hook events and template dependencies a major behind. A weekly cloud routine (`scripts/evolve/ROUTINE.md`, created with `/schedule`) adds web research on skills, harnesses and workflows and writes at most five proposals. It never edits code or releases.

## Back to projects

Accepted proposals ship as a release. Projects update the plugin with `/plugin marketplace update agent-kit` and the project files with `agent-kit upgrade`.


## Sitemap

See the full [sitemap](https://razcue-agent-kit.vercel.app/sitemap.md) for all pages.