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memex/notes/org-skill-economist.org

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:PROPERTIES:
:ID: 1e2c3535-2ebb-424b-9bee-ba118ddf0baa
:CREATED: [2026-03-31 Tue 20:28]
:EDITED: [2026-04-07 Tue 13:42]
:END:
#+TITLE: SKILL: The Economist Agent (Universal Literate Note)
#+STARTUP: content
#+FILETAGS: :economics:optimization:budget:psf:
#+DEPENDS_ON: skill-router skill-performance-auditor
* Overview
The *Economist Agent* manages compute resources by prioritizing high-performance **subsidized free models** (Llama 3.3, Qwen 3.6) to ensure the PSF operates at zero marginal cost whenever possible.
* Phase A: Demand (PRD)
:PROPERTIES:
:STATUS: SIGNED
:END:
** 1. Purpose
Minimize system-wide compute costs by aggressively routing to free tier providers.
* Phase B: Blueprint (PROTOCOL)
:PROPERTIES:
:STATUS: SIGNED
:END:
** 1. Architectural Intent
Dynamically route to OpenRouter's :free model list for Reflexive and Cognitive tiers.
** 2. Semantic Interfaces
*** Routing Logic (Zero-Toll Fleet)
#+begin_src lisp :tangle ../projects/org-skill-economist/src/economist-logic.lisp
(in-package :org-agent)
(defun economist-route-task (context)
(declare (ignore context))
'(:openrouter))
(defun economist-get-model-for-provider (provider &optional context)
"Returns 100% Free/Subsidized model IDs from OpenRouter. Updated April 2026."
(let ((complexity (ignore-errors (uiop:symbol-call :org-agent.skills.org-skill-router :router-classify-complexity context))))
(case provider
(:openrouter
(case complexity
(:REASONING "meta-llama/llama-3.3-70b-instruct:free") ; High fidelity, zero cost
(:COGNITION "qwen/qwen3.6-plus:free") ; Latest interaction, zero cost
(t "meta-llama/llama-3.2-3b-instruct:free"))) ; Ultra-fast reflex, zero cost
(t nil))))
#+end_src
* Registration
#+begin_src lisp
(progn
(defskill :skill-economist
:priority 100
:trigger (lambda (context) (eq (getf (getf context :payload) :sensor) :cost-audit))
:neuro (lambda (context) nil)
:symbolic (lambda (action context) (economist-route-task context))))
#+end_src