feat(arch): implement 'Code as Thought' architecture and formalize PSF Consensus Loop

notes/org-skill-provider-ollama.org

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-../system/skills/org-skill-provider-ollama.org

notes/org-skill-provider-ollama.org

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+#+TITLE: SKILL: Ollama Provider Agent (Universal Literate Note)
+#+ID: skill-provider-ollama
+#+STARTUP: content
+#+FILETAGS: :llm:provider:ollama:local:psf:
+
+* Overview
+The **Ollama Provider Agent** enables the use of local, privacy-preserving LLM models. It integrates with a local Ollama instance to ensure system functionality and sovereignty without external internet connectivity.
+
+* Phase A: Demand (PRD)
+:PROPERTIES:
+:STATUS: FROZEN
+:END:
+
+** 1. Purpose
+Define the interface for communication with a local Ollama daemon.
+
+** 2. User Needs
+- **Sovereignty:** Fallback backend independent of cloud providers.
+- **Performance:** Efficient local network interaction.
+- **Simplicity:** Deterministic, non-streaming text generation.
+
+** 3. Success Criteria
+*** TODO Local API Connectivity
+*** TODO Model Specification (llama3)
+*** TODO Response Extraction Verification
+
+* Phase B: Blueprint (PROTOCOL)
+:PROPERTIES:
+:STATUS: SIGNED
+:END:
+
+** 1. Architectural Intent
+Interfaces for executing neural completion requests via the local Ollama API.
+
+** 2. Semantic Interfaces
+#+begin_src lisp
+(defun execute-ollama-request (prompt system-prompt)
+  "Executes a completion request via local Ollama.")
+#+end_src
+
+* Phase D: Build (Implementation)
+
+** Local Execution
+#+begin_src lisp :tangle projects/org-skill-provider-ollama/src/provider-logic.lisp
+(defun execute-ollama-request (prompt system-prompt)
+  (let ((url "http://host.docker.internal:11434/api/generate")
+        (model "llama3"))
+    ;; Physical local call logic (mocked for refactor)
+    (format nil "Executing local Ollama request on ~a" model)))
+#+end_src
+
+* Registration
+#+begin_src lisp
+(defskill :skill-provider-ollama
+  :priority 100
+  :trigger (lambda (context) nil)
+  :neuro (lambda (context) nil)
+  :symbolic (lambda (action context) action))
+#+end_src