REFAC: Consolidate LLM providers into Unified Gateway
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@@ -34,6 +34,9 @@ The agent's "Thought Stream" must be fully auditable. Hidden reasoning or obfusc
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** 5. Long-Term Sustainability
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Prioritize local, energy-efficient, and offline-first architectures. The "Memex" should be functional in a 100-year horizon.
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** 6. Literate Granularity (One Function per Block)
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To maintain the highest quality of literate programming, every Lisp function or macro must reside in its own dedicated `#+begin_src lisp` block. This ensures that each piece of logic can be surrounded by rich narrative explaining the "Why" and "How" of its specific implementation.
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* Phase A: Demand (PRD)
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:PROPERTIES:
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:STATUS: FROZEN
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@@ -79,12 +82,68 @@ The kernel is transport-agnostic and business-logic-agnostic. It communicates wi
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#+end_src
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* Phase D: Build (Implementation)
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The core implementation is distributed across `projects/org-agent/src/`.
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** Initialization
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The executive soul provides the high-level orchestration for the OODA loop.
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** Cognitive Tools
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We register tools for kernel introspection and state management.
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#+begin_src lisp
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;; Kernel bootstrap logic
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(org-agent:def-cognitive-tool :kernel-status "Returns the current operational status of the Org-Agent kernel, including loaded skills and telemetry."
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:parameters nil
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:body (lambda (args)
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(declare (ignore args))
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(format nil "KERNEL STATUS:
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- Active Skills: ~a
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- Uptime: ~a seconds
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- Memory Usage: ~a
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- Providers: ~a"
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(hash-table-count org-agent:*skills-registry*)
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(get-universal-time) ; Placeholder for actual uptime
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"Not implemented"
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org-agent:*provider-cascade*)))
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(org-agent:def-cognitive-tool :list-skills "Lists all currently loaded skills and their metadata."
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:parameters nil
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:body (lambda (args)
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(declare (ignore args))
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(let ((output "LOADED SKILLS:
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"))
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(maphash (lambda (name skill)
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(setf output (concatenate 'string output
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(format nil "- ~a (Priority: ~a, Deps: ~s)~%"
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name
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(org-agent:skill-priority skill)
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(org-agent:skill-dependencies skill)))))
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org-agent:*skills-registry*)
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output)))
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#+end_src
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** The Executive Soul Skill
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This skill acts as the default "Moral Compass" for the agent.
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#+begin_src lisp
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(org-agent:defskill :skill-agent
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:priority 1000 ; Absolute highest priority
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:trigger (lambda (context) t) ; Always active as a fallback
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:neuro (lambda (context)
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"You are the Org-Agent Executive Soul. Your goal is to empower the user through the Lisp Machine.
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Follow the Core Invariants:
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1. Sovereignty: Avoid proprietary traps.
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2. Technical Mastery: Explain your logic.
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3. Zero-Bloat: Keep it minimal.
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4. Transparency: Your thoughts are auditable.
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5. Sustainability: Think long-term.")
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:symbolic (lambda (action context)
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;; Basic invariant check: Block actions that appear to violate sovereignty
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(let ((payload (getf action :payload)))
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(if (and payload (search "proprietary" (format nil "~s" payload)))
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(progn
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(org-agent:kernel-log "SYSTEM 2 [Agent]: Sovereignty violation suspected. Blocking action.")
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nil)
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action))))
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#+end_src
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* Phase E: Chaos (Verification)
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Verification logic is contained in `projects/org-agent/tests/`.
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