Digital Twin Skill — Personal AI Stand-In Builder

Purpose

This skill analyzes a person's Fireflies meeting transcripts across four psychological and linguistic pillars to produce an installable personality skill — a structured persona document that makes Claude speak, think, decide, and adapt to audiences the way that person actually does. The output skill is named {name}_personality (e.g., joes_personality) and can be used by any agent or user instruction like "respond as if you were Joe" or set as a default persona for all communications.

Prerequisites

Before starting, verify:

1. The user has their own Fireflies skill/connector installed and working. This skill does NOT connect to Fireflies itself. It does NOT require, request, or store any Fireflies API keys, tokens, or credentials. Instead, it depends on a separate Fireflies skill or MCP connector that the user has already installed and configured independently, using their own Fireflies account and their own access permissions. If the user does not have a Fireflies skill installed, tell them to install and configure one first (pointing them to their platform's skill/connector marketplace), then come back. This skill will call the user's Fireflies skill to retrieve transcripts — it is a consumer of that skill's capabilities, not a Fireflies integration itself.
2. Sufficient transcript volume. A minimum of 5 transcripts featuring the target person is recommended. 10+ transcripts across varied meeting types (1:1s, team meetings, leadership reviews, cross-functional calls) produces dramatically better results. If fewer than 5 are available, warn the user that the personality profile will be shallow and may not capture audience adaptation or decision patterns well.
3. Target person is identifiable in transcripts. The person's name must appear as a speaker label in the transcripts. Ask the user to confirm the exact name as it appears in Fireflies if there's any ambiguity.

Consent & Privacy

Before proceeding with any analysis, confirm the following with the user: