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ditto

authentic

Use when a user asks to mine or update a private, evidence-backed work profile from local Claude Code, Codex, Copilot CLI, or OpenCode sessions.

When to use

• Use when the user explicitly asks to set up, run, update, re-mine, or deepen Ditto.
• Use when the user wants an agent profile derived from real coding-session history rather than a questionnaire or rules file.
• Use when native `ditto:mine` is unavailable and the user already has a compatible Ditto runtime installed.

When not to use

• Ditto models working behavior; it does not make the underlying model smarter.
• Sparse or repetitive histories can leave design or writing domains inactive.
• Provider system prompts, tool traffic, and billing overhead are outside Ditto's exact token accounting.
• Quick preview has lower recall than the full-history quality default.
• Automatic work, design, and writing routing requires the upstream native plugin.

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