44 lines
2.2 KiB
Org Mode
44 lines
2.2 KiB
Org Mode
#+TITLE: SKILL: Atomic Notes (Zettelkasten) Retrieval (Deep Memory)
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#+ID: skill-atomic-notes
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#+STARTUP: content
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#+FILETAGS: :knowledge:retrieval:zettelkasten:
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* Overview
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This skill provides the **Deep Memory** for the `org-agent`. It allows the agent to perform **Sparse Tree Perception** over the entire [[file:../notes/README.org][Atomic Notes (Zettelkasten)]] directory.
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By using semantic search and recursive interlinking, the agent can maintain high-signal context across sessions without suffering from "token bloat" or "context rot."
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* Philosophy
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Knowledge is not a library of books, but a **Directed Acyclic Graph (DAG)** of atomic ideas.
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- **Atomicity:** Each note represents exactly one concept.
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- **Interlinking:** Value is derived from the *connections* between notes, not just the notes themselves.
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- **Homoiconicity:** The notes are treated as data by the agent and as literature by the user.
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* The Retrieval Loop
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When the agent's neuro-layer requires context on a specific topic, it triggers the following symbolic sequence:
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** 1. Concept Perception
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The agent performs a `ripgrep` search across `$MEMEX_NOTES/` to identify relevant nodes.
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** 2. Sparse Tree Extraction
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Instead of reading entire files, the agent extracts a "Sparse Tree"—the headlines, IDs, and key properties of matching nodes. This allows the agent to perceive the *structure* of the knowledge before committing to a deep read.
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** 3. Recursive Deep-Dive
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If a node is deemed critical, the agent follows its internal links (`file:` or `id:`) to pull in second-degree connections, effectively "remembering" the broader context of an idea.
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* Symbolic Implementation
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The following logic defines how the agent physically interacts with the notes directory.
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#+begin_src lisp
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(defun atomic-notes-perceive (query)
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"Performs a sparse-tree scan of the Zettelkasten for the given query."
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(let ((notes-dir (org-agent::get-env "MEMEX_NOTES" "/app/notes/")))
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(kernel-log "MEMORY - Scanning Atomic Notes for: ~a" query)
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;; Implementation of ripgrep + org-element sparse tree extraction
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(org-agent:run-shell-command (format nil "rg -i '~a' ~a" query notes-dir))))
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#+end_src
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* See Also
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- [[file:org-skill-scribe.org][Scribe Agent (The Distiller)]]
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- [[file:../notes/README.org][Atomic Notes Standard]]
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