feat(psf): transition to Order 2 (Sovereign Architect) with advanced skill graph and philosophical alignment

notes/org-skill-economist.org

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+#+TITLE: SKILL: The Economist Agent (Universal Literate Note)
+#+ID: skill-economist
+#+STARTUP: content
+#+FILETAGS: :economics:optimization:budget:psf:
+#+DEPENDS_ON: skill-router skill-performance-auditor
+
+* Overview
+The **Economist Agent** manages the PSF's compute resources. It predicts the "Cost of Thought" for a task and autonomously selects the most cost-effective LLM provider or local model based on complexity and remaining budget.
+
+* Phase A: Demand (PRD)
+:PROPERTIES:
+:STATUS: FROZEN
+:END:
+
+** 1. Purpose
+Optimize token usage and compute overhead without sacrificing architectural integrity.
+
+** 2. User Needs
+- **Predictive Budgeting:** Estimate token cost before triggering SOTA models.
+- **Provider Switching:** Dynamically route tasks between local (Ollama) and cloud (Gemini) models.
+- **Audit Reports:** Provide transparency on compute consumption.
+
+* Phase D: Build (Implementation)
+
+** Resource Allocation
+#+begin_src lisp :tangle projects/org-skill-economist/src/economist-logic.lisp
+(defun economist-route-task (complexity)
+  "Selects the optimal model backend based on task complexity (1-10)."
+  (let ((budget (get-current-token-budget)))
+    (cond
+      ((> complexity 8) :gemini-1.5-pro) ; SOTA for architectural decisions
+      ((and (> complexity 5) (> budget 100)) :gemini-flash)
+      (t :ollama-local)))) ; Default to zero-cost local thought
+
+(defun get-current-token-budget ()
+  "Reads the remaining budget from org-agent telemetry."
+  ;; Placeholder for actual telemetry lookup
+  1000)
+#+end_src
+
+* Registration
+#+begin_src lisp
+(defskill :skill-economist
+  :priority 95
+  :trigger (lambda (context) (eq (getf (getf context :payload) :sensor) :budget-audit))
+  :neuro (lambda (context) "Analyze current compute efficiency and propose routing updates.")
+  :symbolic (lambda (action context) action))
+#+end_src