AgenticArchitect OS eligible

Skill Learner

Analyzes accumulated execution logs, user feedback, and skill metrics to detect improvement patterns and generate governed refinement proposals. All proposals require human approval before modifying canonical skills.

How to activate

Say any of these phrases in your IDE to trigger this skill:

“analyze feedback”“skill learner”“improve skills”“refinement analysis”“learn from feedback”“propose refinements”“skill health”

Run via CLI

enterprise-skills run skill-learner

Aliases:

learn-skillsfeedback-analyzerrefinement-engine

Relationships

Depends on:

Governance Enforcement

Enforces Pre-Code Gate, model roles, preflight resolution, mid-session handoff, execution logging, and feedback capture. Reads .project-ai/ authority pack when available.

Coordinates with:

Project Manager

Enterprise-grade PM and orchestration hub. Auto-selects methodology (Agile, SAFe, Lean, PRINCE2, Kanban, CRISP-DM) per project archetype. Reads from the shared context bus to synthesize cross-skill intelligence, process pending signals, recommend next workflows, and provide C-suite dashboards. Combines McKinsey MECE, RAID, OKR, DORA, BCG portfolio, Theory of Constraints, and value stream mapping.