Can I manually edit the instincts it follows?

Yes, instincts are stored as simple Markdown files in the instincts folder, allowing you to manually refine, add, or delete learned behaviors.

How does Instinct Apply learn my patterns?

It works as part of the Homunculus framework, which observes your coding habits and stores them as structured markdown files in your local .claude directory.

What do the confidence levels in instincts mean?

Confidence levels (0.3 to 0.9+) determine how strictly Claude follows a pattern, ranging from tentative suggestions to mandatory rules.

Does this skill slow down Claude's response time?

No, the skill is optimized for efficiency. It uses a lightweight domain-check system to only read relevant instincts for the specific task at hand.

Instinct Apply

Name: Instinct Apply
Author: humanplane

byhumanplane

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209

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生产力与工作流

Automates the retrieval and application of learned coding patterns and personal preferences during active development.

Instinct Apply is a core component of the Homunculus framework that enables Claude to recall and act upon personalized development patterns. By scanning stored 'instincts'—structured markdown files containing triggers, domains, and confidence levels—this skill ensures that Claude adheres to your specific code styles, testing preferences, and git workflows without manual reminders. It intelligently surfaces domain-specific guidance at the start of tasks, allowing for a self-evolving development environment that adapts to your unique workflow and historical decisions.

主要功能

01Automated pattern retrieval from personal and inherited instinct directories

02Lightweight check system designed to minimize performance overhead

03209 GitHub stars

04Confidence-weighted decision making for applying learned behaviors

05Context-aware filtering based on domains like code-style, testing, and git

06Support for structured instinct files including metadata and evidence

使用场景

01Recalling preferred debugging strategies and testing frameworks during troubleshooting

02Standardizing git commit messages and branch management based on historical behavior

03Enforcing project-specific naming conventions and architectural patterns automatically

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add humanplane/homunculus instinct-apply

For use in Claude.ai and ChatGPT

Download Skill