Persona Distiller

    2

    Extract structured, evidence-backed AI persona profiles from historical chat logs, emails, and documents.

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+20 more

    persona-distiller

    Example session with this skill installed

    Analyze these Spanish architectural reviews and Slack threads to distill a technical persona profile. Focus on decision-making patterns and communication style.

    • Read your context and instructions
    • Compiled the persona-distiller
    • Generated the UI component

    CORE ROLE: Technical Architect
    DECISION POSTURE: Prefers 'boring' tech; prioritizes maintainability over speed.
    STYLE: Terse, bulleted lists, technical metaphors.
    EVIDENCE: "No point in a rewrite if the debt stays." (Spanish original: "No tiene sentido reescribir si la deuda sigue.")

    persona-distiller.tsx

    TSX · React component

    Generated

    Example file from a real run - the skill writes it into your workspace.

    Connects securely to your tools. The creator never sees your data.

    What you get

    Build digital twins from historical communication archivesGenerate system prompts for agents based on real expert behaviorExtract professional communication styles from messy chat logsAnonymize personality traits for reusable AI templates

    About this skill

    What it does

    The Persona Distiller transforms raw historical data—email threads, chat logs, and documents—into structured, evidence-backed AI persona specifications. It moves beyond simple "mimicry" by systematically separating stable traits from temporary context, ensuring you capture the authentic essence of a subject's decision-making and communication style without including noise or private data.

    Why use this skill

    Prompting an AI to "write like this person" often results in generic, superficial imitations or "AI sludge." This skill provides a rigorous analytical framework that identifies repeated patterns in reasoning, communication posture, and boundary-setting. It is ideal for developers building digital twins, specialized customer support agents, or automated executive assistants that need to maintain a consistent professional voice.

    What the output looks like

    The result is a high-density English persona profile (regardless of the source language) containing specific sections for Decision Posture, Reasoning Style, and Interaction Patterns. Crucially, it includes a "Confidence" score and "Open Gaps" section, so you know exactly where the data was insufficient to make a strong inference.

    Supported Evidence

    • Multi-turn conversation archives (Slack, Discord, WhatsApp)
    • Professional email corpora and internal memos
    • Authored articles, whitepapers, and technical documentation

    How to install

    Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.

    ~30 seconds
    1. 1

      Download the ZIP

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    2. 2

      Unzip into your skills folder

      Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.

    3. 3

      Ask your agent to use it

      Restart the agent if it was already running. It picks the skill up automatically - no config needed.

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    Click the path to copy it. Create the folder if it does not exist yet.

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    Security scanned

    Verified clean 5 months ago

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    Listed5 months ago

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