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REFAC: Standardize on Cognitive Cycle and update documentation

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Amr Gharbeia
2026-04-14 15:59:19 -04:00
parent 34a210228e
commit e29ca5679e
46 changed files with 195 additions and 268 deletions
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notes/institutional-memory.org
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@@ -12,9 +12,9 @@
- *Solution:* The *Org-Native Skill Standard*. Skills are written entirely as `.org` files. The daemon parses the Org file at startup, extracts `#+begin_src lisp` blocks containing triggers, neuro-prompts, and symbolic verification rules, and dynamically compiles them into the live system using `eval` and `read`.
- *Heuristic:* The Core is strictly the PTA loop (`core.lisp`, `neuro.lisp`, `symbolic.lisp`). ALL business logic, API connectors, and rule sets MUST live as `.org` files in the `skills/` directory.
** [2026-03-23] Cognitive Loop Architecture (org-agent)
** [2026-03-23] Cognitive Cycle Architecture (opencortex)
- *Problem:* Monolithic PTA (Perceive-Think-Act) loops lead to "Neural Drift" where the LLM's unverified suggestions can cause illegal system states or security breaches.
- *Solution:* Implement the *Four-Stage Cognitive Loop*: Perceive -> Think -> Decide -> Act.
- *Solution:* Implement the *Four-Stage Cognitive Cycle*: Perceive -> Think -> Decide -> Act.
- *Heuristic:* Probabilistic Engine (Neural/LLM) is a proposal engine only. Deterministic Engine (Symbolic/Lisp) is the absolute gatekeeper.
- *Verification:* Never execute an action unless it has passed through `decide()` and been verified against the symbolic Object Store (CLOSOS).