Revert "docs: finalize architecture and philosophy with Mermaid diagrams and PSF mandates"

This reverts commit 6c17619492.

src/neuro.lisp

@@ -104,10 +104,6 @@
                        ;; Read the LLM string back into a native Lisp data structure.
                        (suggestion (ignore-errors (read-from-string thought))))
                   (kernel-log "SYSTEM 1 Suggestion: ~a~%" thought)
-                  ;; SOTA: Store the successful prompt/result for future distillation
-                  (when (and suggestion (not (eq suggestion :rejected)))
-                    (setf (getf (gethash (skill-name active-skill) *skill-telemetry*) :last-successful-thought)
-                          (list :prompt prompt :result thought)))
                   suggestion)
                 ;; If the skill has no neuro-prompt, it's a 'Deterministic Skill' (Symbolic-only).
                 '(:type :LOG :payload (:text "Skill triggered (Deterministic only)")))))
@@ -128,12 +124,8 @@
 (defun distillation-loop ()
   "Periodically reviews internal logs and distills prompts for active skills.
    This is an autonomous self-improvement cycle."
-  (maphash (lambda (name telemetry)
-             (let ((thought (getf telemetry :last-successful-thought)))
-               (when thought
-                 (kernel-log "NEURO [Evolution] - Distilling prompt for skill '~a'..." name)
-                 (let ((distilled (distill-prompt (getf thought :prompt) (getf thought :result))))
-                   ;; In a full Order 2 implementation, we would now surgically update 
-                   ;; the .org file with the #+DISTILLED_PROMPT: property.
-                   (kernel-log "NEURO [Evolution] - Distilled prompt for ~a: ~a" name distilled)))))
-           *skill-telemetry*))
+  (let ((logs (context-get-system-logs 50)))
+    (dolist (log logs)
+      (when (search "Verified by skill" log)
+        ;; Extract the skill name and attempt distillation
+        (kernel-log "NEURO - Triggering prompt distillation cycle...")))))