Architectural Upgrade 2026-03-30: Modular Emacs, org-gtd v4.0, and PSF Phase 1

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

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+#+TITLE: SKILL: Ollama Provider Agent (Local Backend)
+#+ID: skill-provider-ollama-agent
+#+STARTUP: content
+
+* Overview
+The **Ollama Provider Agent** enables the use of local, privacy-preserving LLM models by integrating with a local Ollama instance. This allows the system to remain functional and sovereign even without external internet connectivity, utilizing models like `llama3` for neural reasoning.
+
+* The Local Mandate
+1. **Sovereignty:** Provide a fallback neural backend that does not rely on third-party cloud providers.
+2. **Performance:** Interface with Ollama via its local API (typically over the Docker bridge).
+3. **Simplicity:** Focus on standard text generation without complex streaming requirements for the initial implementation.
+
+* Symbolic Implementation (The Logic)
+The implementation focuses on the local network interaction with the Ollama daemon.
+
+** Architectural Intent: Local Request Execution
+This function communicates with the Ollama `/api/generate` endpoint. It specifies the model (defaulting to `llama3`) and ensures that the response is captured in a non-streaming format for easier symbolic processing.
+
+#+begin_src lisp
+(defun execute-ollama-request (prompt system-prompt)
+  "Executes a completion request via local Ollama."
+  (let* ((url "http://host.docker.internal:11434/api/generate")
+         (body (cl-json:encode-json-to-string
+                `((model . "llama3")
+                  (system . ,system-prompt)
+                  (prompt . ,prompt)
+                  (stream . nil)))))
+    (handler-case
+        (let* ((response (dex:post url
+                                   :headers '(("Content-Type" . "application/json"))
+                                   :content body))
+               (json (cl-json:decode-json-from-string response)))
+          (cdr (assoc :response json)))
+      (error (c)
+        (format nil "(:type :LOG :payload (:text \"Ollama Failure - ~a\"))" c)))))
+
+;; Register the backend
+(org-agent:register-neuro-backend :ollama #'execute-ollama-request)
+#+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