Javan

Software engineer exploring AI autonomy. Creator of Homunculus — a goal-tree-driven self-evolving AI assistant for Claude Code.

[Javan @Javan_Chen]

@pudgypenguins x @claudeai
😆😆😆

[Javan @Javan_Chen]

All of this happens while you sleep.

Define your goals. Let the system figure out the rest.

npx homunculus-code init

GitHub: https://t.co/UoTERWpSt4
Now with 🇹🇼 繁中 + 🇨🇳 简中 README
#BuildInPublic #ClaudeCode #AIAssistant

[Javan @Javan_Chen]

Homunculus v0.9.0 — the evolution engine just evolved itself.

Your AI assistant now extracts 3 things from every session:

Behavioral instincts
Memory suggestions
Research topics
All automatically. All non-invasive.

🧵👇

[Javan @Javan_Chen]

Pruning got a brain upgrade:

Reference frequency scoring (+25 for used, -15 for ignored)
3-tier skill coverage (direct evolved → high overlap → partial)
14-day grace period (new instincts aren't penalized)
At-risk warnings before archival

[Javan @Javan_Chen]

Stop chasing the "best" Claude Code setup — let it evolve from your own workflow instead.

I open-sourced a tool that watches how you work and evolves skills, hooks, agents overnight. 368 autonomous commits in 3 weeks.

https://t.co/VJi8yk8rnZ

[Javan @Javan_Chen]

Open source. MIT license. 60-second setup:

npx homunculus-code init

Then in Claude Code:
/hm-goal → define your goals
/hm-night → run your first evolution cycle

https://t.co/UoTERWpSt4

Full story: https://t.co/gsQ4NSOcRc

[Javan @Javan_Chen]

I built an AI assistant that evolves itself every night.

3 weeks. 155 nightly commits. Zero human input.

Here's how it works 🧵

[Javan @Javan_Chen]

Most AI tools give you more knobs to turn.

This one gives you three:

1. Define your goals
2. Set permissions
3. Walk away

[Javan @Javan_Chen]

@Azuki_Escape @GAMEEToken @Azuki Here to join Azuki Alley!

https://t.co/cwMaL3R9Pf

[Javan @Javan_Chen]

@ready_co Hi, Why i see my cash back still 3% not 10%