Humanplane Homunculus
- 380 repo stars
- Updated January 23, 2026
- humanplane/homunculus
humanplane-homunculus is a Claude Code plugin (agent-tooling shelf) that learns your work patterns and evolves personalized assistance across the solo-builder journey.
About
humanplane-homunculus is a Claude Code plugin that positions itself as an adaptive companion: it watches how you work, learns your patterns, and evolves its behavior to help you more effectively over time. For developers who live in long agent sessions, the pain is constant re-onboarding—restating stack choices, review standards, deploy habits, and naming conventions. Homunculus targets that friction by encoding emergent personalization into the plugin layer rather than a static rules file you maintain by hand. It fits journey-wide use: the same learned patterns can inform research prompts, build refactors, ship checklists, and operate debugging—whenever your style is stable enough to observe. It is not a replacement for explicit project docs or team-wide governance; it amplifies individual consistency. Install from humanplane/homunculus, let it accumulate signal as you work, and treat outputs as a growing helper that complements—not overrides—your written AGENTS.md and skills.
- Watches how you work in Claude Code and learns personal patterns over sessions
- Plugin described as alive: birth, growth, and evolution of helper behavior
- Single-plugin bundle (humanplane-homunculus) focused on adaptive assistance
- Reduces re-explaining preferences, stacks, and rituals every new thread
- Journey-wide applicability whenever you repeat workflows across phases
Humanplane Homunculus by the numbers
- Data as of Jul 12, 2026 (Skillselion catalog sync)
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| repo stars | ★ 380 |
|---|---|
| Last updated | January 23, 2026 |
| Repository | humanplane/homunculus ↗ |
What it does
Let Claude Code observe your working habits, learn recurring patterns, and adapt plugin behavior so assistance matches how you actually ship.
Who is it for?
Best when you have stable personal workflows and want an agent that grows with them instead of static snippets only.
Skip if: Large teams needing centralized policy enforcement, or developers who cannot use behavior-learning plugins due to privacy policy.
What you get
After install, the plugin accumulates observed patterns and tailors help so repetitive context-setting drops across projects and phases.
- Progressively personalized assistance aligned with your observed workflows
- Less manual re-prompting for style, tools, and recurring tasks
- An evolving Claude Code sidekick tuned to solo-builder habits
By the numbers
- Plugin bundle lists pluginCount: 1
- Repository humanplane/homunculus with keywords alive, birth, learns, patterns, watches
- Community catalog entry discovered as single-plugin package
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Adaptive personalization plugin, not a single-task skill or external MCP data bridge.
FAQ
Who is Humanplane Homunculus for?
Developers and power users of Claude Code who want the agent to remember how they work without maintaining huge manual rule files.
When should I use Humanplane Homunculus?
Use it early in a project cadence and keep it enabled across phases so pattern learning compounds while you research, build, ship, and operate.
How do I add Humanplane Homunculus to my agent?
Install the humanplane/homunculus plugin bundle in Claude Code, allow it to observe sessions per plugin docs, and continue working normally so patterns can accumulate.