Aria Han

Active, on the Claude plugin marketplace

KERNEL

Claude Code kept starting over, so I built memory, rules, and receipts around it.

The problem

Every session starts from zero and every best practice is folklore. Agents need persistent memory and rules that prove themselves.

What I built

KERNEL gives Claude memory, deterministic hooks, skills, and a way to prove which workflows actually work. Specialized agents, SQLite-backed workflows, validation gates. Installs through Claude's plugin marketplace, mirrors into Cursor and Codex.

Proof

360 commits since January 2026. Distributed through the plugin marketplace, used daily in my own consulting work.

What I learned

Config is a hypothesis. The experiment engine that tests its own rules changed how I build everything: nothing graduates without evidence.

Deep agent-harness engineering: hooks, SQLite-backed memory, multi-agent orchestration, real distribution.

Stack

Claude Code · SQLite · Shell

status
Active · Plugin marketplace
stack
Claude Code · SQLite · Shell
methodology
AgentDB · Contracts · Orchestration

Links

Agents do not need more vibes. They need memory and rules that prove themselves.

Connected work