REFAC: Standardize on Cognitive Cycle and update documentation

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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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- *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).

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** 2. User Needs
- *Physical Modularity:* Easy replacement and upgrade of mechanical and electrical components.
- *Smart Interfacing:* ESP32-based control boards for connectivity.
- *Multimodal Control:* Support for smartphone apps, physical modular controllers, and direct `org-agent` AI interaction.
- *Multimodal Control:* Support for smartphone apps, physical modular controllers, and direct `opencortex` AI interaction.
- *Sustainability:* Design for longevity, repairability, and efficient power management (inspired by Slate principles).
** 3. Success Criteria

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** 2. User Needs
- *Modularity:* Unified backplane for swappable compute, storage, and power modules.
- *Sovereignty:* Full control over hardware and the software stack (running `org-agent`).
- *Sovereignty:* Full control over hardware and the software stack (running `opencortex`).
- *Aesthetics:* Sleek "Hi-Fi" industrial design.
- *Multimodality:* Integration of SDR, AV, and specialized processors.

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#+STARTUP: overview
* Overview
This audit systematically reviews the 39 core skills of the Org-Agent for compliance with the V1.0 standards:
This audit systematically reviews the 39 core skills of the OpenCortex for compliance with the V1.0 standards:
1. **Safety:** Prevention of code injection, proper sandboxing, and actuator safety.
2. **Merkle-Tree Integration:** Proper use of the native Lisp Merkle-Tree versioning for undo/rollback.
3. **Core Invariants:** Adherence to Sovereignty, Mastery, Zero-Bloat, Transparency, and Sustainability.