Persona Calibrationv1.0.0

A user wants to set up a new OpenClaw agent with a distinct personality from scratch. The calibration workflow runs a multi-round interview to define role, communication style, and behavioral rules before generating SOUL.md, IDENTITY.md, and USER.md.

An existing agent's responses feel off or inconsistent. The skill audits current persona files, runs trade-off and scenario questions to identify tensions, and proposes targeted edits to realign the personality with user expectations.

A product manager wants to compare their agent's persona dimensions (e.g., proactiveness, tone, decision style) against leading examples from GitHub or web sources. The skill extracts recurring dimensions and generates a comparative report.

A user helps a colleague update their OpenClaw instance persona by designing a structured questionnaire. The skill guides the creation of calibration rounds and provides a template for collecting and applying feedback.

A user wants to shift an agent from a neutral assistant to an assertive strategic advisor. The skill calibrates core positioning, communication style, and scenario behavior to match the new role, then updates files accordingly.

Offer basic persona calibration (1-2 rounds) for free, with paid tiers for unlimited rounds, advanced scenario analysis, and priority support. Revenue scales with user base and premium plan adoption.

Provide bespoke persona calibration workshops for organizations wanting custom agent personalities. Includes deep dives, file edits, and trial period support. Billed per project or hourly.

License the calibration workflow as an API for third-party AI platforms (e.g., chatbot builders). Integrates into their agent setup flow. Revenue from per-call pricing or flat licensing fees.