YIKUAIBANZI

YIKUAIBANZI / forge-skill

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人格蒸馏引擎 · 蒸馏自己看清自己，蒸馏亲友留住余温与回声 · Claude Code Skill

ai-agent claude-code claude-skill digital-twin memory
16
5
100% credibility
Found Apr 08, 2026 at 16 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Forge Skill is a privacy-focused tool for Claude Code that builds personalized AI personas from chat logs, journals, and notes to aid self-reflection, decision-making, and preserving loved ones' communication styles locally.

How It Works

1
💡 Hear about Forge

You learn about a gentle tool that turns your personal notes, chats, or memories into a helpful digital mirror for clearer thinking or keeping a loved one's voice alive.

2
📥 Add it to your AI helper

Download the files and slip them into your AI chat companion's special skills spot, then refresh so it's ready to use.

3
Pick your path
🪞
Build your own mirror

Share your journals, notes, or chat histories so it learns your unique way of thinking and talking.

❤️
Capture their warmth

Feed in chat logs or memories of a friend, mentor, or loved one to recreate their tone and responses.

4
🗣️ Chat and refine

Talk with your new companion, tweak what feels off, and watch it get better at sounding just like you or them.

5
🤝 Hold a decision gathering

Bring together different sides of yourself or chat in their familiar style to uncover hidden insights and feel supported.

✨ Find clarity and connection

You walk away with sharper self-understanding, better choices, or the comforting echo of someone dear, all safely on your own computer.

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Star Growth

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AI-Generated Review

What is forge-skill?

Forge-skill is a Python-based Claude code skill that distills your speaking style, decisions, and habits—or those of others—from journals, WeChat logs, or chats into local AI personas. Run /forge-self for multi-variant "stand-in" meetings that expose blind spots without generic advice, or /forge-persona to roleplay preserved tones. It keeps all data on your machine, turning Claude code CLI into a personal mirror for clarity or emotional echoes.

Why is it gaining traction?

Unlike generic Claude github copilot plugins, it parses real chat exports locally for authentic personas, with built-in evals testing consistency and debate quality. Developers dig the privacy-first setup—no claude code leak risks—and commands like /use-self for tradeoff analysis. As a claude code buddy, it hooks Claude code skills users tired of cold AI responses.

Who should use this?

Claude code install users building decision aids from personal notes, or those preserving mentor/ex-partner tones via claude github integration. Ideal for devs in Claude code CLI doing solo brainstorms, or anyone with WeChat exports wanting claude code download for memory tools—not teams needing claude github actions.

Verdict

Worth a claude code github clone for niche self-reflection (installs in ~/.claude/skills/), despite 16 stars and 1.0% credibility signaling early maturity. Docs shine, tests cover core use cases—try if claude code pricing fits your local workflow, but expect iteration.

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