Extract user patterns from Initiative execution and update vault profiles.
npx skills add https://github.com/nomoory/brain-in-a-vat --skill evolve-user
Please help me install this Agent Skill. Skill: evolve-user Source: https://github.com/nomoory/brain-in-a-vat/tree/main/workspace/squads/initiative/skills/evolve-user Command: npx skills add https://github.com/nomoory/brain-in-a-vat --skill evolve-user
This Skill extracts user patterns observed during Initiative execution, evaluates their significance, and reflects them in the user profile to keep decisions aligned with real-world behavior.
Instruct the system to evolve the user profile for a given initiative slug, e.g., <initiative-slug>.
High-intent search queries and answers about installing and using this skill.
To evolve user profiles from initiative execution outcomes, the system extracts observed user patterns, cross-references them with existing data, and evaluates confidence via the User Evolution Policy before applying approved changes to the vault.
The user pattern confidence evaluation process uses the User Evolution Policy to determine the significance of newly observed behaviors during initiative execution, deciding whether profile updates require explicit user approval or can be applied automatically.
You can extract user patterns from archived initiatives by instructing the system with the specific initiative slug, which triggers the deterministic workflow to scan execution records and reflect validated patterns into vault/user/patterns.
The user profile evolution workflow does not require manual approval for all pattern changes, as confidence evaluation via the User Evolution Policy automatically determines when changes require explicit user approval before application.
User profile evolution activity needs logging to maintain a consistent knowledge base, tracking the deterministic workflow steps from pattern extraction through confidence evaluation and user approval to ensure transparent updates to vault/user/patterns.
You can update user patterns across multiple active or archived initiatives by providing the respective initiative slug, allowing the system to evaluate, validate, and apply evolving patterns to maintain consistent user profile artifacts.
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