digital-clone_skill

Overview

This skill generates an AI digital clone by analyzing your Claude Code conversation history to model your speaking style, thinking patterns, vocabulary habits, and interests. It builds an evolving personality profile that lets an AI mimic your expression style across platforms. The tool is lightweight, cross-platform, and designed for conservative incremental updates.

How this skill works

The analyzer reads your local Claude history, auto-detects language usage, and extracts 20+ communication patterns, speaking-style metrics, topical signals, and temporal activity. It saves a profile with numeric style scores, top tokens, pattern frequencies, and sample dialogues, then applies those constraints when the clone generates replies. Incremental learning updates the profile conservatively to avoid sudden style drift.

When to use it

• Create a personalized assistant that responds in your voice
• Prototype conversational agents that mimic a specific author or persona
• Keep an evolving profile to maintain consistent tone across projects
• Compare communication patterns across time or projects
• Export a compact profile for backup or transfer

Best practices

• Run /digital-clone init after you have at least 5 meaningful messages to analyze
• Use /digital-clone learn regularly for incremental updates instead of frequent full re-analyses
• Check /digital-clone status after learning to confirm changes and avoid surprising shifts
• Export profiles before major changes to preserve historical baselines
• Prioritize technical accuracy over style mimicry for critical or sensitive answers

Example use cases

• Ask the clone technical questions and get answers in your usual tone and brevity
• Role-play planning sessions where the clone acts as another you in debate or brainstorming
• Speed-review draft messages by having the clone rewrite them in your voice
• Run nightly or weekly learn cycles to capture recent topic shifts and new vocabulary
• Export the profile to reuse your style in other projects or agents