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feat: implement Hybrid Depth+Semantic pruning for Peripheral Vision

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Amr Gharbeia
2026-04-09 16:43:33 -04:00
parent aa9151d9fc
commit 2a99517dc8
2 changed files with 39 additions and 19 deletions
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56
literate/context.org
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@@ -102,28 +102,47 @@ Provides execution stats for a specific skill.
Transforms the internal Object Store structures back into a human-readable (and LLM-readable) Org-mode string. It supports depth-based indentation and content suppression for peripheral nodes.
#+begin_src lisp :tangle ../src/context.lisp
(defun context-render-to-org (obj &key (depth 1) (foveal-id nil))
"Recursively renders an org-object and its children to an Org string."
(let* ((is-foveal (equal (org-object-id obj) foveal-id))
(defun context-render-to-org (obj &key (depth 1) (foveal-id nil) (semantic-threshold 0.75) (foveal-vector nil))
"Recursively renders an org-object and its children to an Org string using a Foveal-Peripheral Hybrid model."
(let* ((id (org-object-id obj))
(is-foveal (equal id foveal-id))
(title (or (getf (org-object-attributes obj) :TITLE) "Untitled"))
(id (org-object-id obj))
(content (org-object-content obj))
(children (org-object-children obj))
(stars (make-string depth :initial-element #\*))
(output (format nil "~a ~a~%:PROPERTIES:~%:ID: ~a~%:END:~%" stars title id)))
(obj-vector (org-object-vector obj))
(similarity (if (and foveal-vector obj-vector (not is-foveal))
(cosine-similarity foveal-vector obj-vector)
0.0))
(is-semantically-relevant (>= similarity semantic-threshold))
;; We always render depth 1 and 2 (Projects and main tasks).
;; We always render the foveal node and its immediate children.
;; We render deeper nodes ONLY if they are semantically relevant.
(should-render (or (<= depth 2) is-foveal is-semantically-relevant))
(output ""))
;; Only include content if this is the foveal focus
(when (and is-foveal content)
(setf output (concatenate 'string output content (string #\Newline))))
;; Recursively render children
(dolist (child-id children)
(let ((child-obj (lookup-object child-id)))
(when child-obj
(setf output (concatenate 'string output
(context-render-to-org child-obj
:depth (1+ depth)
:foveal-id foveal-id))))))
(when should-render
(setf output (format nil "~a ~a~%:PROPERTIES:~%:ID: ~a~%" stars title id))
(when is-semantically-relevant
(setf output (concatenate 'string output (format nil ":SEMANTIC_SCORE: ~,2f~%" similarity))))
(setf output (concatenate 'string output (format nil ":END:~%")))
;; Only include full body content if this is the Foveal focus or highly relevant
(when (and content (or is-foveal is-semantically-relevant))
(setf output (concatenate 'string output content (string #\Newline))))
;; Recursively render children
(dolist (child-id children)
(let ((child-obj (lookup-object child-id)))
(when child-obj
;; If the current node is Foveal, its children should be rendered (depth effectively resets)
(let ((next-foveal (if is-foveal child-id foveal-id)))
(setf output (concatenate 'string output
(context-render-to-org child-obj
:depth (1+ depth)
:foveal-id next-foveal
:semantic-threshold semantic-threshold
:foveal-vector foveal-vector))))))))
output))
#+end_src
@@ -225,7 +244,8 @@ Verification of the peripheral vision extraction and rendering logic.
#+begin_src lisp :tangle ../tests/peripheral-vision-tests.lisp
(defpackage :org-agent-peripheral-vision-tests
(:use :cl :fiveam :org-agent))
(:use :cl :fiveam :org-agent)
(:export #:vision-suite))
(in-package :org-agent-peripheral-vision-tests)
(def-suite vision-suite

2
literate/system-definition.org
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@@ -17,8 +17,8 @@
:components ((:file "package")
(:file "protocol")
(:file "object-store")
(:file "context")
(:file "embedding")
(:file "context")
(:file "skills")
(:file "neuro")
(:file "symbolic")