silicon-doppelganger_skill

Overview

This skill builds psychometrically accurate personal proxy agents ("Digital Twins") for the PAIRL Conductor system. It extracts personality, decision heuristics, and values into a portable persona schema that lets agents negotiate, filter, and act on a principal's behalf. The output is a Conductor-ready persona profile that preserves fidelity across sessions and systems.

How this skill works

Run a structured workflow: a guided interview collects psychometrics, linguistic samples, narrative identity, and decision heuristics. The data is encoded into a compact XML persona schema that defines core drivers, decision logic, agent rules, and stress behaviors. The proxy is validated via behavioral testing against the principal and then integrated as a spoke in PAIRL Conductor with explicit must_reject, must_protect, and should_prefer rules.

When to use it

• Create a personal proxy agent to accept or reject tasks automatically
• Build a Digital Twin for PAIRL Conductor integration and calendar negotiation
• Extract robust personality and decision patterns for agent representation
• Validate an AI proxy against real-world principal choices
• Model team dynamics by simulating multiple proxies

Best practices

• Conduct a 45–60 minute structured interview and collect concrete examples and quotes
• Capture psychometrics (CliftonStrengths, VIA) and communication samples for a linguistic fingerprint
• Encode explicit agent rules (must_reject, must_protect, should_prefer) with clear thresholds
• Run a question battery and target ≥80% lenient-match accuracy before deployment
• Document contradictions, shadow behavior, and blind spots rather than smoothing them

Example use cases

• Proxy negotiates calendar slots and declines requests that violate energy or craft boundaries
• Team leads simulate partnership friction by loading multiple persona schemas
• Individuals surface blind spots and produce a ‘how I work’ artifact for collaborators
• WritingPartner uses the linguistic fingerprint to calibrate tone and phrasing
• Deploy a proxy to filter incoming email and surface only aligned requests