memex/notes/org-skill-brain-mapper.org

SKILL: Brain Mapper Agent (Universal Literate Note)

• Overview
• Phase A: Demand (PRD)
  • 1. Purpose
  • 2. User Needs
  • 3. Success Criteria
    • Introspective Trigger Verification
    • Telemetry Synthesis Accuracy
    • Optimization Command Generation
• Phase B: Blueprint (PROTOCOL)
  • 1. Architectural Intent
  • 2. Semantic Interfaces
• Phase D: Build (Implementation)
  • Introspective Trigger
• Registration

Overview

The Brain Mapper Agent provides the system with meta-cognitive capabilities. It enables visualization and optimization of the internal "Skill Graph" through real-time telemetry analysis.

Phase A: Demand (PRD)

1. Purpose

Define the interfaces for self-introspection and skill hierarchy optimization.

2. User Needs

• Transparency: Explain cognitive hierarchy and decision priorities.
• Self-Optimization: Proactive priority adjustment suggestions.
• Introspection: Identify bottleneck or failing skills.

3. Success Criteria

TODO Introspective Trigger Verification

TODO Telemetry Synthesis Accuracy

TODO Optimization Command Generation

Phase B: Blueprint (PROTOCOL)

1. Architectural Intent

Interfaces for skill registry introspection and priority manipulation. Source of truth is the live skill registry and telemetry bus.

2. Semantic Interfaces

(defun trigger-skill-brain-mapper (context)
  "Triggers on 'show me your brain' or 'skill graph'.")

(defun neuro-skill-brain-mapper (context)
  "Neural architect analysis of skill performance.")

Phase D: Build (Implementation)

Introspective Trigger

(defun trigger-skill-brain-mapper (context)
  (let* ((payload (getf context :payload))
         (text (or (getf payload :text) "")))
    (or (search "show me your brain" text :test #'string-equal)
        (search "skill graph" text :test #'string-equal))))

Registration

(defskill :skill-brain-mapper
  :priority 95
  :trigger #'trigger-skill-brain-mapper
  :neuro #'neuro-skill-brain-mapper
  :symbolic (lambda (action context) action))