fix: kernel communication and UX robustness
- Implement outbound OACP bridge by passing streams through cognitive loop. - Robustify 'think' and 'dispatch-action' with salvage logic and case-insensitivity. - Fix skill loading crashes due to undefined functions in skeletal skills. - Update org-agent.el to cleanly manage 'Thinking...' status state.
This commit is contained in:
805
docs/README.org
805
docs/README.org
@@ -1,7 +1,9 @@
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#+TITLE: org-agent: The Neurosymbolic Kernel
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#+AUTHOR: User
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#+CREATED: [2026-03-17 Tue]
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#+UPDATED: [2026-03-24 Tue]
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#+UPDATED: [2026-04-01 Wed]
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#+FILETAGS: :platform:kernel:lisp:psf:
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#+STARTUP: content
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A hyper-minimalist, self-editing, proactive AI agent framework. `org-agent` acts as the "executive soul" of a personal OS, using Org-mode as its native memory and Common Lisp as its deterministic reasoning engine.
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@@ -16,10 +18,10 @@ The `org-agent` kernel (the Daemon) MUST remain a minimalist microkernel. It han
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** Why Org-mode? (Homoiconic Memory)
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Most agent frameworks rely on a messy combination of Python scripts, JSON states, and Markdown prompts. This breaks the human-agent interface. JSON is for machines; Markdown is for humans.
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*Org-mode is for both.* It provides a rigorous, hierarchical Abstract Syntax Tree (AST) that a machine can navigate deterministically, while remaining a perfectly ergonomic, human-readable text document. In this system, your notes, your tasks, your prompts, and your agent's code all live in the exact same format.
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*Org-mode is for both.* It provides a hierarchical Abstract Syntax Tree (AST) that a machine can navigate deterministically, while remaining a perfectly ergonomic, human-readable text document.
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** Why Common Lisp? (The Kernel vs. The Actuators)
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The `org-agent` kernel is built in Common Lisp to provide a persistent, high-performance background process (SBCL) that maintains a live, threaded Object Store in RAM. It performs heavy neurosymbolic reasoning asynchronously, decoupled from any single user interface.
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The `org-agent` kernel is built in Common Lisp to provide a persistent, high-performance background process (SBCL) that maintains a live, threaded Object Store in RAM.
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This architecture treats all interfaces as external **Actuators** and **Sensors**:
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- **Editor Actuator (Emacs):** A sensor array that detects file changes and executes structural refactoring.
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@@ -83,153 +85,736 @@ sequenceDiagram
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end
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#+end_src
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* The Architecture: The Cognitive Loop
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* System Definition
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The core engine is agnostic to both business logic and communication channels. It routes data through a strict four-stage cognitive pipeline:
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This section defines the ASDF system, its dependencies, and the loading order of the modules.
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1. **Perceive:** Sensors (Emacs, Webhooks, CRON) send updates over the Org-Agent Communication Protocol (OACP). The kernel updates its live Object Store.
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2. **Think (System 1):** The `neuro.lisp` module queries an LLM (e.g., Gemini, OpenAI, or local models) based on the context, asking for an intuitive, pattern-matched suggestion. It returns an *unverified* proposed action.
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3. **Decide (System 2):** The `symbolic.lisp` module is the absolute gatekeeper. It takes the LLM's proposal and runs it through strict Lisp constraints (e.g., "A parent task cannot be marked DONE if it has active TODO children"). If the logic fails, the LLM is overruled.
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4. **Act:** Verified commands are dispatched to the appropriate Actuators (refactoring a buffer, sending a Signal message, or updating a database).
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#+begin_src lisp :tangle ../org-agent.asd
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(defsystem :org-agent
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:name "org-agent"
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:author "Amr"
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:version "0.1.0"
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:license "MIT"
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:description "The Neurosymbolic Lisp Machine Kernel"
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:depends-on (:usocket :cl-json :bordeaux-threads :dexador :uiop :cl-dotenv :cl-ppcre :hunchentoot)
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:serial t
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:components ((:module "src"
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:components ((:file "package")
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(:file "protocol")
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(:file "object-store")
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(:file "context")
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(:file "embedding")
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(:file "skills")
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(:file "neuro")
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(:file "symbolic")
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(:file "core"))))
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:build-operation "program-op"
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:build-pathname "org-agent-server"
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:entry-point "org-agent:main"
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:in-order-to ((test-op (test-op :org-agent/tests))))
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* Extensibility: The Org-Native Skill Standard
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(defsystem :org-agent/tests
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:depends-on (:org-agent :fiveam)
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:components ((:module "tests"
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:components ((:file "oacp-tests")
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(:file "cognitive-loop-tests"))))
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:perform (test-op (o s)
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(uiop:symbol-call :fiveam :run! (uiop:find-symbol* :oacp-suite :org-agent-tests))
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(uiop:symbol-call :fiveam :run! (uiop:find-symbol* :cognitive-suite :org-agent-cognitive-tests))))
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#+end_src
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To keep the core microkernel minimal, all capabilities (API connectors, GTD logic, Atomic Notes (Zettelkasten) memory management) are abstracted into **Skills**.
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* The Kernel Core
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Adhering to the Lisp Machine Mandate (Code is Data), a skill is not a Python folder. A skill is a single `.org` file located in the Atomic Notes (Zettelkasten) directory.
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The physical implementation of the daemon, tangled from this Org document into =src/=.
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The kernel parses these `.org` files at startup, extracts the `#+begin_src lisp` blocks, and hot-loads them into the live system. You can define a System 1 Prompt and a System 2 Verification Rule entirely within your personal notes.
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** Namespace & API
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#+begin_src lisp :tangle ../src/package.lisp
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(defpackage :org-agent
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(:use :cl)
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(:export
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;; --- OACP Protocol ---
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#:frame-message
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#:parse-message
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#:make-hello-message
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;; --- Daemon Lifecycle ---
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#:start-daemon
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#:stop-daemon
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#:kernel-log
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#:main
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;; --- Object Store (CLOSOS) ---
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#:ingest-ast
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#:lookup-object
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#:list-objects-by-type
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#:*object-store*
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#:org-object
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#:org-object-id
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#:org-object-type
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#:org-object-attributes
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#:org-object-children
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#:org-object-vector
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#:org-object-content
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#:snapshot-object-store
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#:rollback-object-store
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#:send-swarm-packet
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;; --- Context API (Peripheral Vision) ---
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#:context-query-store
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#:context-get-active-projects
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#:context-get-recent-completed-tasks
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#:context-list-all-skills
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#:context-get-skill-source
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#:context-get-system-logs
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#:context-filter-sparse-tree
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#:context-resolve-path
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#:context-get-skill-telemetry
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;; --- Cognitive Loop & Event Bus ---
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#:perceive
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#:think
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#:decide
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#:act
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#:cognitive-loop
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#:inject-stimulus
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#:dispatch-action
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#:register-actuator
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#:spawn-task
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;; --- Skill Engine ---
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#:load-skill-from-org
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#:validate-lisp-syntax
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#:find-triggered-skill
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#:defskill
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#:*skills-registry*
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#:skill
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#:skill-name
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#:skill-priority
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#:skill-trigger-fn
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#:skill-neuro-prompt
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#:skill-symbolic-fn
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;; --- Neuro (System 1) ---
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#:ask-neuro
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#:register-neuro-backend
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#:register-auth-provider
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#:get-provider-auth
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#:distill-prompt
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#:get-embedding
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#:cosine-similarity
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#:find-most-similar
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#:openrouter-get-available-models
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#:*provider-cascade*
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#:economist-route-task
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;; --- Symbolic Logic ---
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#:list-objects-with-attribute
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#:org-id-new
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;; --- AST Helpers ---
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#:find-headline-missing-id))
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#+end_src
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* Security & Isolation
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** Communication (OACP)
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#+begin_src lisp :tangle ../src/protocol.lisp
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(in-package :org-agent)
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Using `eval` on text generated by LLMs or extracted from text files is fundamentally dangerous. `org-agent` implements strict defense-in-depth:
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(defun frame-message (msg-string)
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"Prefix MSG-STRING with a 6-character hex length (lowercase)."
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(let ((len (length msg-string)))
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(format nil "~(~6,'0x~)~a" len msg-string)))
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** Layer 1: Lisp-Level Sandboxing
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- **Reader Safety:** `*read-eval*` is strictly disabled during AST parsing, completely neutralizing reader macro injection attacks (`#.(uiop:run-program ...)`).
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- **Package Jailing:** Every Org-Native skill is dynamically compiled into its own isolated Lisp package (`:org-agent.skills.<name>`). Skills cannot accidentally (or maliciously) overwrite the core System 2 gatekeeper or collide with other skills.
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(defun parse-message (framed-string)
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"Extract and parse the S-expression from a framed string."
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(when (< (length framed-string) 6)
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(error "Framed string too short"))
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(let* ((len-str (subseq framed-string 0 6))
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(actual-msg (subseq framed-string 6))
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(expected-len (ignore-errors (parse-integer len-str :radix 16))))
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(unless expected-len
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(error "Invalid hex length prefix: ~a" len-str))
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(unless (= expected-len (length actual-msg))
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(error "Message length mismatch. Expected ~a, got ~a" expected-len (length actual-msg)))
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(read-from-string actual-msg)))
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** Layer 2: OS-Level Containerization
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The entire Common Lisp kernel can be isolated within a "Hardware Compartment" to protect the host OS.
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(defun make-hello-message (version)
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"Construct the standard HELLO handshake message."
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(list :type :EVENT
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:payload (list :action :handshake
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:version version
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:capabilities '(:auth :swank :org-ast))))
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#+end_src
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* Documentation
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** Perceptual Memory (Object Store)
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#+begin_src lisp :tangle ../src/object-store.lisp
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(in-package :org-agent)
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Detailed specifications and planning documents are located in the [[file:docs/][docs/]] directory:
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- [[file:docs/PRD.org][Product Requirements Document (PRD)]]
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- [[file:docs/PROTOCOL.org][Communication Protocol (OACP)]]
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- [[file:docs/PHASE_2_ROADMAP.org][Phase 2 Roadmap]]
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- Specialized PRDs for [[file:docs/PRD_PROJECT_FOUNDRY.org][Project Foundry]], [[file:docs/PRD_ORG_DELIVERY.org][Org Delivery]], [[file:docs/PRD_LLM_CASCADE.org][LLM Cascade]], and more.
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(defvar *object-store* (make-hash-table :test 'equal))
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* Hardware Compartments (Deployment)
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(defstruct org-object
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id type attributes content vector parent-id children version last-sync)
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`org-agent` supports multiple levels of isolation. Choose the compartment that fits your security and performance needs. See the `deploy/` directory for templates.
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(defun ingest-ast (ast &optional parent-id)
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(let* ((type (getf ast :type))
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(props (getf ast :properties))
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(id (or (getf props :ID) (format nil "temp-~a" (get-universal-time))))
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(contents (getf ast :contents))
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(raw-content (when (eq type :HEADLINE)
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(format nil "~a~%~a" (getf props :TITLE) (or (cl:getf ast :raw-content) ""))))
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(should-embed (and raw-content (equal (getf props :EMBED) "t")))
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(child-ids nil))
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(dolist (child contents)
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(when (listp child) (push (ingest-ast child id) child-ids)))
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(let ((obj (make-org-object
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:id id :type type :attributes props :content raw-content
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:vector (when should-embed (get-embedding raw-content))
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:parent-id parent-id :children (nreverse child-ids)
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:version (get-universal-time) :last-sync (get-universal-time))))
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(setf (gethash id *object-store*) obj)
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id)))
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** 1. Bare Metal
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Run directly on your host CPU for maximum performance. Best for development.
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(defvar *object-store-snapshots* nil)
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** 2. Docker (Standard)
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The default containerized experience.
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(defun clone-org-object (obj)
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(make-org-object
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:id (org-object-id obj) :type (org-object-type obj)
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:attributes (copy-list (org-object-attributes obj))
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:content (org-object-content obj) :vector (org-object-vector obj)
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:parent-id (org-object-parent-id obj) :children (copy-list (org-object-children obj))
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:version (org-object-version obj) :last-sync (org-object-last-sync obj)))
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||||
** 3. LXC / Systemd-nspawn
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Lightweight Linux containers with lower overhead than Docker.
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(defun snapshot-object-store ()
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(let ((snapshot (make-hash-table :test 'equal)))
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(maphash (lambda (id obj) (setf (gethash id snapshot) (clone-org-object obj))) *object-store*)
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(push (list :timestamp (get-universal-time) :data snapshot) *object-store-snapshots*)
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(when (> (length *object-store-snapshots*) 20)
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(setf *object-store-snapshots* (subseq *object-store-snapshots* 0 20)))
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(kernel-log "MEMORY - Object Store snapshot created.")))
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||||
** 4. Virtual Machines (Debian / Fedora)
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Strong isolation using Vagrant/VirtualBox. Ensures zero-leakage from the Lisp machine.
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(defun rollback-object-store (&optional (index 0))
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(let ((snapshot (nth index *object-store-snapshots*)))
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(if snapshot
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(progn (setf *object-store* (getf snapshot :data))
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(kernel-log "MEMORY - Object Store rolled back to snapshot ~a" index))
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(kernel-log "MEMORY ERROR - Snapshot ~a not found." index))))
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||||
** 5. Functional Deployment (Guix)
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Reproducible, declarative environment management.
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(defun lookup-object (id) (gethash id *object-store*))
|
||||
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||||
* Installation & Setup Guide
|
||||
(defun list-objects-by-type (type)
|
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(let ((results nil))
|
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(maphash (lambda (id obj) (declare (ignore id)) (when (eq (org-object-type obj) type) (push obj results))) *object-store*)
|
||||
results))
|
||||
|
||||
This guide covers the standard distributed deployment: running the `org-agent` daemon on a remote Docker server, connecting to it from your local Emacs instance, and configuring dynamic LLMs (like OpenRouter).
|
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(defun find-headline-missing-id (ast)
|
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(when (listp ast)
|
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(if (and (eq (getf ast :type) :HEADLINE) (not (getf (getf ast :properties) :ID)))
|
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ast
|
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(cl:some #'find-headline-missing-id (getf ast :contents)))))
|
||||
|
||||
** Step 1: Server Setup (Global Docker Compose)
|
||||
`org-agent` is designed to fit into a professional multi-app Docker environment.
|
||||
(defun file-name-nondirectory (path)
|
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(let ((pos (position #\/ path :from-end t))) (if pos (subseq path (1+ pos)) path)))
|
||||
#+end_src
|
||||
|
||||
1. **Clone the repository on your server:**
|
||||
#+begin_src bash
|
||||
git clone http://10.10.10.43:3000/amr/memex-amero.git /home/amr/memex
|
||||
#+end_src
|
||||
** Peripheral Vision (Context API)
|
||||
#+begin_src lisp :tangle ../src/context.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
2. **Configure your Environment (.env):**
|
||||
Place your `.env` file in `/docker/compose/` alongside your master `docker-compose.yml`.
|
||||
#+begin_src bash
|
||||
# Create /docker/compose/.env with your keys:
|
||||
# OPENROUTER_API_KEY=your_key_here
|
||||
# ORG_AGENT_DAEMON_PORT=9105
|
||||
# ORG_AGENT_WEB_PORT=8080
|
||||
# MEMEX_DIR=/memex
|
||||
#+end_src
|
||||
(defun context-query-store (&key tag todo-state type)
|
||||
(let ((results nil))
|
||||
(maphash (lambda (id obj)
|
||||
(declare (ignore id))
|
||||
(let* ((attrs (org-object-attributes obj)) (state (getf attrs :TODO-STATE)) (match t))
|
||||
(when (and type (not (eq (org-object-type obj) type))) (setf match nil))
|
||||
(when tag (unless (search tag (format nil "~a" (getf attrs :TAGS)) :test #'string-equal) (setf match nil)))
|
||||
(when (and todo-state (not (equal state todo-state))) (setf match nil))
|
||||
(when match (push obj results))))
|
||||
*object-store*)
|
||||
results))
|
||||
|
||||
3. **Integrate into Global Compose:**
|
||||
Add the following service fragment to your master file at `/docker/compose/docker-compose.yml`:
|
||||
#+begin_src yaml
|
||||
services:
|
||||
org-agent:
|
||||
build:
|
||||
context: /home/amr/memex/projects/org-agent
|
||||
dockerfile: deploy/docker/Dockerfile
|
||||
container_name: org-agent
|
||||
restart: unless-stopped
|
||||
ports:
|
||||
- "9105:9105"
|
||||
- "8080:8080"
|
||||
volumes:
|
||||
- /docker/memex:/memex
|
||||
env_file:
|
||||
- .env
|
||||
#+end_src
|
||||
(defun context-get-active-projects ()
|
||||
(remove-if (lambda (obj) (equal (getf (org-object-attributes obj) :TODO-STATE) "DONE"))
|
||||
(context-query-store :tag "project" :type :HEADLINE)))
|
||||
|
||||
4. **Start the Service:**
|
||||
#+begin_src bash
|
||||
cd /docker/compose
|
||||
docker-compose up -d org-agent
|
||||
#+end_src
|
||||
(defun context-get-recent-completed-tasks () (context-query-store :todo-state "DONE" :type :HEADLINE))
|
||||
|
||||
** Step 2: Local Emacs Setup (The Actuator)
|
||||
Your laptop acts as the sensor/actuator array.
|
||||
(defun context-list-all-skills ()
|
||||
(let ((results nil))
|
||||
(maphash (lambda (name skill)
|
||||
(declare (ignore name))
|
||||
(push (list :name (skill-name skill) :priority (skill-priority skill) :dependencies (skill-dependencies skill)) results))
|
||||
*skills-registry*)
|
||||
(sort results #'> :key (lambda (x) (getf x :priority)))))
|
||||
|
||||
1. **Load the Emacs Package:**
|
||||
Evaluate the `org-agent.el` file in your local Emacs.
|
||||
#+begin_src elisp
|
||||
(add-to-list 'load-path "/path/to/local/org-agent/src")
|
||||
(require 'org-agent)
|
||||
#+end_src
|
||||
(defun context-get-skill-source (skill-name)
|
||||
(let* ((filename (format nil "~a.org" skill-name))
|
||||
(skills-dir (merge-pathnames "skills/" (asdf:system-source-directory :org-agent)))
|
||||
(full-path (merge-pathnames filename skills-dir)))
|
||||
(if (uiop:file-exists-p full-path) (uiop:read-file-string full-path) nil)))
|
||||
|
||||
2. **Configure the Connection:**
|
||||
Tell Emacs where your Docker server is located.
|
||||
#+begin_src elisp
|
||||
(setq org-agent-host "10.0.0.5") ;; Replace with your server's IP
|
||||
(setq org-agent-port 9105)
|
||||
#+end_src
|
||||
(defun context-get-system-logs (&optional (limit 20))
|
||||
(bt:with-lock-held (*logs-lock*)
|
||||
(let ((count (min limit (length *system-logs*)))) (subseq *system-logs* 0 count))))
|
||||
|
||||
3. **Connect to the Brain:**
|
||||
Run the interactive command to establish the OACP socket.
|
||||
`M-x org-agent-connect`
|
||||
(defun context-get-skill-telemetry (skill-name)
|
||||
(bt:with-lock-held (*telemetry-lock*) (gethash (string-downcase skill-name) *skill-telemetry*)))
|
||||
|
||||
** Step 3: Dynamic Model Configuration (Homoiconic Setup)
|
||||
`org-agent` does not use external JSON config files for its behavior. You configure the agent directly within your Org-mode Memex.
|
||||
(defun context-filter-sparse-tree (ast predicate)
|
||||
(if (listp ast)
|
||||
(let* ((contents (getf ast :contents))
|
||||
(filtered-contents (remove-if #'null (mapcar (lambda (c) (context-filter-sparse-tree c predicate)) contents))))
|
||||
(if (or (funcall predicate ast) (not (null filtered-contents)))
|
||||
(let ((new-ast (copy-list ast))) (setf (getf new-ast :contents) filtered-contents) new-ast)
|
||||
nil))
|
||||
nil))
|
||||
|
||||
1. Open any `.org` file in your Memex (e.g., `settings.org`).
|
||||
2. Add the following property to define your preferred model:
|
||||
#+begin_src org
|
||||
* Agent Settings
|
||||
:PROPERTIES:
|
||||
:LLM_MODEL_OPENROUTER: google/gemini-pro-1.5
|
||||
:END:
|
||||
#+end_src
|
||||
3. **Save the buffer.** The agent instantly detects the change via Emacs, updates its internal Object Store, and routes all future neural thoughts through the selected model.
|
||||
(defun context-resolve-path (path-string)
|
||||
(if (and (stringp path-string) (uiop:string-prefix-p "$" path-string))
|
||||
(let* ((parts (uiop:split-string path-string :separator '(#\/)))
|
||||
(var-name (subseq (car parts) 1)) (var-val (uiop:getenv var-name))
|
||||
(remaining (cl:reduce (lambda (a b) (format nil "~a/~a" a b)) (cdr parts))))
|
||||
(if var-val (let ((clean-val (string-trim '(#\" #\Space) var-val)))
|
||||
(format nil "~a/~a" (string-right-trim "/" clean-val) remaining))
|
||||
path-string))
|
||||
path-string))
|
||||
#+end_src
|
||||
|
||||
To see all available models, simply type `@agent list models` in any Org buffer and save.
|
||||
* System 1 (Neural Engine)
|
||||
** Embedding Logic
|
||||
#+begin_src lisp :tangle ../src/embedding.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
* The Long-Term Vision: Orders of Autonomy
|
||||
(defun get-embedding (text)
|
||||
(let* ((auth (get-provider-auth :gemini)) (api-key (getf auth :api-key))
|
||||
(endpoint "https://generativelanguage.googleapis.com/v1beta/models/text-embedding-004:embedContent"))
|
||||
(unless api-key (return-from get-embedding nil))
|
||||
(let* ((url (format nil "~a?key=~a" endpoint api-key)) (headers `(("Content-Type" . "application/json")))
|
||||
(body (cl-json:encode-json-to-string `((model . "models/text-embedding-004") (content . ((parts . ((text . ,text)))))))))
|
||||
(handler-case (let* ((response (dex:post url :headers headers :content body))
|
||||
(json (cl-json:decode-json-from-string response)))
|
||||
(cdr (assoc :values (cdr (assoc :embedding json)))))
|
||||
(error (c) (kernel-log "EMBEDDING FAILURE: ~a" c) nil)))))
|
||||
|
||||
The development of `org-agent` follows distinct orders of autonomy, progressing from a basic assistant to a fully sovereign entity.
|
||||
(defun dot-product (v1 v2) (reduce #'+ (mapcar #'* v1 v2)))
|
||||
(defun magnitude (v) (sqrt (reduce #'+ (mapcar (lambda (x) (* x x)) v))))
|
||||
(defun cosine-similarity (v1 v2)
|
||||
(let ((m1 (magnitude v1)) (m2 (magnitude v2))) (if (or (zerop m1) (zerop m2)) 0 (/ (dot-product v1 v2) (* m1 m2)))))
|
||||
|
||||
(defun find-most-similar (query-vector top-k)
|
||||
(let ((similarities nil))
|
||||
(maphash (lambda (id obj) (let ((vec (org-object-vector obj))) (when vec (push (cons (cosine-similarity query-vector vec) obj) similarities)))) *object-store*)
|
||||
(let ((sorted (sort similarities #'> :key #'car))) (subseq sorted 0 (min top-k (length sorted))))))
|
||||
#+end_src
|
||||
|
||||
** Neural Logic
|
||||
#+begin_src lisp :tangle ../src/neuro.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
(defun get-env (var &optional default) (or (uiop:getenv var) default))
|
||||
|
||||
(defvar *auth-providers* (make-hash-table :test 'equal))
|
||||
(defun register-auth-provider (name fn) (setf (gethash name *auth-providers*) fn))
|
||||
(defun get-provider-auth (provider) (let ((auth-fn (gethash provider *auth-providers*))) (if auth-fn (funcall auth-fn) nil)))
|
||||
|
||||
(defvar *neuro-backends* (make-hash-table :test 'equal))
|
||||
(defvar *provider-cascade* '(:gemini))
|
||||
(defun register-neuro-backend (name fn) (setf (gethash name *neuro-backends*) fn))
|
||||
|
||||
(defun ask-neuro (prompt &key (system-prompt "You are the System 1 engine of a Neurosymbolic Lisp Machine.") (cascade nil))
|
||||
(let ((backends (or cascade *provider-cascade*)))
|
||||
(dolist (backend backends)
|
||||
(let ((backend-fn (gethash backend *neuro-backends*)))
|
||||
(when backend-fn
|
||||
(kernel-log "SYSTEM 1: Attempting backend ~a..." backend)
|
||||
(let ((result (funcall backend-fn prompt system-prompt)))
|
||||
(if (and (stringp result) (search ":LOG" result) (search "Failure" result))
|
||||
(kernel-log "SYSTEM 1: Backend ~a failed. Falling back..." backend)
|
||||
(return-from ask-neuro result))))))
|
||||
"(:type :LOG :payload (:text \"Neural Cascade Failure\"))"))
|
||||
|
||||
(defun execute-gemini-request (prompt system-prompt)
|
||||
(let* ((auth (get-provider-auth :gemini)) (api-key (getf auth :api-key)) (bearer-token (getf auth :bearer-token))
|
||||
(endpoint (or (getf auth :endpoint) "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent")))
|
||||
(unless (or api-key bearer-token) (return-from execute-gemini-request "(:type :LOG :payload (:text \"Authentication missing\"))"))
|
||||
(let* ((url (if api-key (format nil "~a?key=~a" endpoint api-key) endpoint))
|
||||
(headers `(("Content-Type" . "application/json") ,@(when bearer-token `(("Authorization" . ,(format nil "Bearer ~a" bearer-token))))))
|
||||
(body (cl-json:encode-json-to-string `((contents . ((parts . ((text . ,(format nil "~a~%~%Prompt: ~a" system-prompt prompt))))))))))
|
||||
(handler-case (let* ((response (dex:post url :headers headers :content body :connect-timeout 10 :read-timeout 30)) (json (cl-json:decode-json-from-string response)))
|
||||
(cdr (assoc :text (cdr (assoc :parts (car (cdr (assoc :parts (car (cdr (assoc :candidates json)))))))))))
|
||||
(error (c) (format nil "(:type :LOG :payload (:text \"Neural Engine Failure: ~a\"))" c))))))
|
||||
|
||||
(defun execute-openrouter-request (prompt system-prompt)
|
||||
(let ((api-key (uiop:getenv "OPENROUTER_API_KEY"))
|
||||
(endpoint "https://openrouter.ai/api/v1/chat/completions")
|
||||
(model "google/gemini-flash-1.5")) ; default fallback
|
||||
;; Dynamically read user's preferred model from the Object Store
|
||||
(maphash (lambda (id obj)
|
||||
(declare (ignore id))
|
||||
(let ((val (getf (org-object-attributes obj) :LLM_MODEL_OPENROUTER)))
|
||||
(when val (setf model val))))
|
||||
*object-store*)
|
||||
(unless api-key (return-from execute-openrouter-request "(:type :LOG :payload (:text \"OpenRouter API Key missing\"))"))
|
||||
(let* ((headers `(("Content-Type" . "application/json")
|
||||
("Authorization" . ,(format nil "Bearer ~a" api-key))
|
||||
("HTTP-Referer" . "https://github.com/amr/org-agent")))
|
||||
(body (cl-json:encode-json-to-string
|
||||
`((model . ,model)
|
||||
(messages . (( (role . "system") (content . ,system-prompt) )
|
||||
( (role . "user") (content . ,prompt) )))))))
|
||||
(handler-case (let* ((response (dex:post endpoint :headers headers :content body :connect-timeout 10 :read-timeout 30))
|
||||
(json (cl-json:decode-json-from-string response)))
|
||||
(cdr (assoc :content (cdr (assoc :message (car (cdr (assoc :choices json))))))))
|
||||
(error (c) (format nil "(:type :LOG :payload (:text \"OpenRouter Failure: ~a\"))" c))))))
|
||||
|
||||
(defun openrouter-get-available-models ()
|
||||
"Fetches available models from OpenRouter."
|
||||
(let ((api-key (uiop:getenv "OPENROUTER_API_KEY")))
|
||||
(unless api-key (return-from openrouter-get-available-models nil))
|
||||
(let ((headers `(("Authorization" . ,(format nil "Bearer ~a" api-key)))))
|
||||
(handler-case
|
||||
(let* ((response (dex:get "https://openrouter.ai/api/v1/models"
|
||||
:headers headers
|
||||
:connect-timeout 60
|
||||
:read-timeout 60))
|
||||
(json (cl-json:decode-json-from-string response))
|
||||
(data (cdr (assoc :data json)))
|
||||
(results nil))
|
||||
(dolist (item data)
|
||||
(let ((id (cdr (assoc :id item)))
|
||||
(context-len (cdr (assoc :context--length item))))
|
||||
(when id
|
||||
(push (list :id id :context (format nil "~a" (or context-len "unknown"))) results))))
|
||||
(nreverse results))
|
||||
(error (c)
|
||||
(kernel-log "Model Discovery Error: ~a" c)
|
||||
nil)))))
|
||||
|
||||
;; --- Sovereign Service Stubs ---
|
||||
;; These are implemented in specialized skills but registered in the kernel namespace.
|
||||
|
||||
(defun economist-route-task (complexity)
|
||||
"Stub for Neuro-Economic routing. Overridden by skill-economist."
|
||||
(declare (ignore complexity))
|
||||
:gemini) ; Default fallback
|
||||
|
||||
(defun org-id-new ()
|
||||
"Stub for Sovereign ID generation. Overridden by skill-ast-normalization."
|
||||
(format nil "node-~a" (get-universal-time)))
|
||||
|
||||
(register-neuro-backend :gemini #'execute-gemini-request)
|
||||
(register-neuro-backend :openrouter #'execute-openrouter-request)
|
||||
(setf *provider-cascade* '(:openrouter :gemini))
|
||||
|
||||
(defun think (context)
|
||||
(let ((active-skill (find-triggered-skill context)))
|
||||
(if active-skill
|
||||
(progn
|
||||
(kernel-log "SYSTEM 1: Engaging skill '~a'~%" (skill-name active-skill))
|
||||
(let* ((prompt-generator (skill-neuro-prompt active-skill))
|
||||
(prompt (when prompt-generator (funcall prompt-generator context))))
|
||||
(if prompt
|
||||
(let* ((thought (ask-neuro prompt))
|
||||
;; Strip markdown code blocks
|
||||
(cleaned-thought (cl-ppcre:regex-replace-all "(?s)^```(?:lisp)?\\n?(.*?)\\n?```$" (string-trim '(#\Space #\Newline #\Tab) thought) "\\1"))
|
||||
(suggestion (ignore-errors (read-from-string cleaned-thought))))
|
||||
(kernel-log "SYSTEM 1 Suggestion: ~a~%" cleaned-thought)
|
||||
(cond
|
||||
((and suggestion (listp suggestion)) suggestion)
|
||||
;; SALVAGE: If LLM returned plain text or a non-list symbol
|
||||
((and (let ((p (getf context :payload))) (eq (getf p :sensor) :chat-message))
|
||||
(> (length cleaned-thought) 0))
|
||||
(kernel-log "SYSTEM 1: SALVAGING plain-text response.~%")
|
||||
;; Remove common AI conversational filler at the start or end of the response
|
||||
(let* ((no-prefix (cl-ppcre:regex-replace "(?i)^(okay,? |sure,? |i will |i've |i have |here is |got it\\.? |understood\\.? |done\\.? |yes,? )+" cleaned-thought ""))
|
||||
(no-suffix (cl-ppcre:regex-replace "(?i)(\\s+okay,?|\\s+sure,?|\\s+got it\\.?|\\s+understood\\.?)$" no-prefix ""))
|
||||
(payload-text (string-trim '(#\Space #\Newline #\Tab #\") no-suffix)))
|
||||
`(:type :request :target :emacs :payload (:action :insert-at-end :buffer "*org-agent-chat*" :text ,payload-text))))
|
||||
(t (kernel-log "SYSTEM 1 ERROR: Could not parse response as Lisp plist.~%") nil))) '(:type :LOG :payload (:text "Skill triggered (Deterministic only)")))))
|
||||
nil)))
|
||||
|
||||
(defun distill-prompt (full-prompt successful-output)
|
||||
(let ((system-instr "You are a Meta-Cognitive Prompt Architect. DISTILL into template."))
|
||||
(ask-neuro (format nil "PROMPT: ~a~%RESULT: ~a" full-prompt successful-output) :system-prompt system-instr)))
|
||||
|
||||
(defun distillation-loop ()
|
||||
"Autonomous distillation cycle (Skeletal)."
|
||||
(kernel-log "NEURO [Evolution] - Distillation cycle triggered."))
|
||||
#+end_src
|
||||
|
||||
* System 2 (Symbolic Gating)
|
||||
** Symbolic Logic
|
||||
#+begin_src lisp :tangle ../src/symbolic.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
(defun decide (proposed-action context)
|
||||
(let ((active-skill (find-triggered-skill context)))
|
||||
(if active-skill
|
||||
(let ((symbolic-gate (skill-symbolic-fn active-skill)))
|
||||
(when (and proposed-action (listp proposed-action) (eq (getf proposed-action :type) :REQUEST) (eq (getf (getf proposed-action :payload) :action) :eval))
|
||||
(let ((code (getf (getf proposed-action :payload) :code)) (harness-pkg (find-package :org-agent.skills.org-skill-safety-harness)))
|
||||
(when harness-pkg (unless (ignore-errors (uiop:symbol-call :org-agent.skills.org-skill-safety-harness :safety-harness-validate code))
|
||||
(kernel-log "SYSTEM 2 [GLOBAL]: Security violation blocked.~%")
|
||||
(return-from decide '(:type :LOG :payload (:text "Blocked by Global Safety Harness")))))))
|
||||
(if symbolic-gate
|
||||
(let ((decision (funcall symbolic-gate proposed-action context)))
|
||||
(if decision (progn (kernel-log "SYSTEM 2: Verified by skill '~a'.~%" (skill-name active-skill)) decision)
|
||||
(progn (kernel-log "SYSTEM 2: REJECTED by skill '~a'.~%" (skill-name active-skill))
|
||||
'(:type :LOG :payload (:text "Action rejected by skill heuristics")))))
|
||||
(progn (kernel-log "SYSTEM 2: Verified (Implicitly safe for skill '~a').~%" (skill-name active-skill)) proposed-action)))
|
||||
nil)))
|
||||
|
||||
(defun list-objects-with-attribute (attr-key attr-val)
|
||||
(let ((results nil))
|
||||
(maphash (lambda (id obj) (declare (ignore id)) (when (equal (getf (org-object-attributes obj) attr-key) attr-val) (push obj results))) *object-store*)
|
||||
results))
|
||||
#+end_src
|
||||
|
||||
* Skill Engine
|
||||
** Skill Logic
|
||||
#+begin_src lisp :tangle ../src/skills.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
(defvar *skills-registry* (make-hash-table :test 'equal))
|
||||
|
||||
(defstruct skill name priority dependencies trigger-fn neuro-prompt symbolic-fn)
|
||||
|
||||
(defmacro defskill (name &key priority dependencies trigger neuro symbolic)
|
||||
`(setf (gethash ,(string-downcase (string name)) *skills-registry*)
|
||||
(make-skill :name ,(string-downcase (string name)) :priority (or ,priority 10) :dependencies ,dependencies
|
||||
:trigger-fn ,trigger :neuro-prompt ,neuro :symbolic-fn ,symbolic)))
|
||||
|
||||
(defun find-triggered-skill (context)
|
||||
(let ((triggered nil))
|
||||
(maphash (lambda (name skill) (declare (ignore name)) (when (ignore-errors (funcall (skill-trigger-fn skill) context)) (push skill triggered))) *skills-registry*)
|
||||
(first (sort triggered #'> :key #'skill-priority))))
|
||||
|
||||
(defun resolve-skill-dependencies (skill-name)
|
||||
(let ((resolved nil) (seen nil))
|
||||
(labels ((visit (name) (unless (member name seen :test #'equal) (push name seen)
|
||||
(let ((skill (gethash (string-downcase (string name)) *skills-registry*)))
|
||||
(when skill (dolist (dep (skill-dependencies skill)) (visit dep))))
|
||||
(push name resolved))))
|
||||
(visit skill-name) (nreverse resolved))))
|
||||
|
||||
(defun load-skill-from-org (filepath)
|
||||
(when (uiop:file-exists-p filepath)
|
||||
(let* ((content (uiop:read-file-string filepath)) (lines (uiop:split-string content :separator '(#\Newline)))
|
||||
(in-lisp-block nil) (lisp-code "") (dependencies nil) (skill-base-name (pathname-name filepath))
|
||||
(pkg-name (intern (string-upcase (format nil "ORG-AGENT.SKILLS.~a" skill-base-name)) :keyword)))
|
||||
(dolist (line lines)
|
||||
(let ((clean-line (string-trim '(#\Space #\Tab #\Return) line)))
|
||||
(when (uiop:string-prefix-p "#+DEPENDS_ON:" (string-upcase clean-line))
|
||||
(setf dependencies (mapcar (lambda (s) (string-trim "[] " s)) (uiop:split-string (subseq clean-line 13) :separator '(#\Space)))))))
|
||||
(dolist (line lines)
|
||||
(let ((clean-line (string-trim '(#\Space #\Tab #\Return) line)))
|
||||
(cond ((uiop:string-prefix-p "#+begin_src lisp" (string-downcase clean-line)) (setf in-lisp-block t))
|
||||
((uiop:string-prefix-p "#+end_src" (string-downcase clean-line)) (setf in-lisp-block nil))
|
||||
(in-lisp-block (setf lisp-code (concatenate 'string lisp-code line (string #\Newline)))))))
|
||||
(when (> (length lisp-code) 0)
|
||||
(kernel-log "KERNEL: Jailing skill '~a' in package ~a" skill-base-name pkg-name)
|
||||
(unless (find-package pkg-name)
|
||||
(let ((new-pkg (make-package pkg-name :use '(:cl))))
|
||||
(do-external-symbols (sym (find-package :org-agent)) (shadowing-import sym new-pkg))))
|
||||
(let ((*read-eval* nil) (*package* (find-package pkg-name)))
|
||||
(handler-case (eval (read-from-string (format nil "(progn ~a)" lisp-code)))
|
||||
(error (c) (kernel-log "READER ERROR in skill '~a': ~a~%" skill-base-name c))))))))
|
||||
|
||||
(defun validate-lisp-syntax (code-string)
|
||||
(handler-case (let ((*read-eval* nil)) (with-input-from-string (stream (format nil "(progn ~a)" code-string))
|
||||
(loop for form = (read stream nil :eof) until (eq form :eof)) (values t nil)))
|
||||
(error (c) (values nil (format nil "~a" c)))))
|
||||
#+end_src
|
||||
|
||||
* Daemon Runtime
|
||||
** Lifecycle & Loop
|
||||
#+begin_src lisp :tangle ../src/core.lisp
|
||||
(in-package :org-agent)
|
||||
|
||||
(defvar *system-logs* nil)
|
||||
(defvar *logs-lock* (bt:make-lock "kernel-logs-lock"))
|
||||
(defvar *max-log-history* 100)
|
||||
(defvar *skill-telemetry* (make-hash-table :test 'equal))
|
||||
(defvar *telemetry-lock* (bt:make-lock "kernel-telemetry-lock"))
|
||||
|
||||
(defun kernel-track-telemetry (skill-name duration status)
|
||||
(when skill-name (bt:with-lock-held (*telemetry-lock*)
|
||||
(let ((entry (or (gethash skill-name *skill-telemetry*) (list :executions 0 :total-time 0 :failures 0))))
|
||||
(incf (getf entry :executions)) (incf (getf entry :total-time) duration)
|
||||
(when (eq status :rejected) (incf (getf entry :failures))) (setf (gethash skill-name *skill-telemetry*) entry)))))
|
||||
|
||||
(defun kernel-log (fmt &rest args)
|
||||
(let ((msg (apply #'format nil fmt args)))
|
||||
(bt:with-lock-held (*logs-lock*) (push msg *system-logs*) (when (> (length *system-logs*) *max-log-history*) (setf *system-logs* (subseq *system-logs* 0 *max-log-history*))))
|
||||
(format t "~a~%" msg) (finish-output)))
|
||||
|
||||
(defvar *heartbeat-thread* nil)
|
||||
(defvar *actuator-registry* (make-hash-table :test 'equal))
|
||||
(defun register-actuator (name fn)
|
||||
"Registers an actuator function. Actuators receive two arguments: (ACTION CONTEXT)."
|
||||
(setf (gethash name *actuator-registry*) fn))
|
||||
|
||||
(defun inject-stimulus (raw-message &key stream)
|
||||
(let* ((payload (getf raw-message :payload))
|
||||
(sensor (getf payload :sensor))
|
||||
;; Force Chat and Delegation to be async
|
||||
(async-p (or (getf payload :async-p) (member sensor '(:chat-message :delegation :user-command)))))
|
||||
(when stream (setf (getf raw-message :reply-stream) stream))
|
||||
(if async-p (bt:make-thread (lambda () (restart-case (handler-bind ((error (lambda (c) (kernel-log "ASYNC ERROR: ~a" c) (invoke-restart 'skip-event))))
|
||||
(cognitive-loop raw-message)) (skip-event () nil))) :name "org-agent-async-task")
|
||||
(restart-case (handler-bind ((error (lambda (c) (kernel-log "SYSTEM ERROR: ~a" c) (invoke-restart 'skip-event)))) (cognitive-loop raw-message))
|
||||
(skip-event () (kernel-log "SYSTEM RECOVERY: Stimulus dropped.~%"))))))
|
||||
|
||||
(defun spawn-task (task-description &key (async-p t))
|
||||
(inject-stimulus `(:type :EVENT :payload (:sensor :delegation :query ,task-description :async-p ,async-p))))
|
||||
|
||||
(defun send-swarm-packet (target-url payload)
|
||||
(let* ((json-payload (cl-json:encode-json-to-string payload)) (headers '(("Content-Type" . "application/json"))))
|
||||
(handler-case (dex:post target-url :headers headers :content json-payload) (error (c) (kernel-log "SWARM ERROR: ~a" c) nil))))
|
||||
|
||||
(defun dispatch-action (action context)
|
||||
(when (and action (listp action))
|
||||
(let* ((target (or (ignore-errors (getf action :target)) :emacs)) (actuator-fn (gethash target *actuator-registry*)))
|
||||
(if actuator-fn (funcall actuator-fn action context) (kernel-log "DISPATCH ERROR: No actuator for ~a" target)))))
|
||||
|
||||
(defun execute-system-action (action context)
|
||||
(declare (ignore context))
|
||||
(let* ((payload (ignore-errors (getf action :payload))) (cmd (ignore-errors (getf payload :action))))
|
||||
(case cmd
|
||||
(:create-skill (let* ((filename (getf payload :filename)) (content (getf payload :content))
|
||||
(skills-dir (merge-pathnames "skills/" (asdf:system-source-directory :org-agent))) (full-path (merge-pathnames filename skills-dir)))
|
||||
(kernel-log "ACTUATOR [System] - Creating skill ~a..." filename)
|
||||
(with-open-file (out full-path :direction :output :if-exists :supersede) (write-string content out))
|
||||
(load-skill-from-org full-path)))
|
||||
(:set-cascade (setf *provider-cascade* (getf payload :cascade)))
|
||||
(:message (kernel-log "ACTUATOR [System] - ~a" (getf payload :text)))
|
||||
(t (kernel-log "ACTUATOR [System] - Unknown command ~s" cmd)))))
|
||||
|
||||
(defun cognitive-loop (raw-message)
|
||||
(let* ((start-time (get-internal-real-time))
|
||||
(perceive-fn (find-symbol "PERCEIVE" :org-agent))
|
||||
(context (if perceive-fn (funcall perceive-fn raw-message) raw-message))
|
||||
(skill (find-triggered-skill context))
|
||||
(skill-name (when skill (skill-name skill))))
|
||||
(snapshot-object-store)
|
||||
(let* ((proposed-action (think context)) (approved-action (decide proposed-action context))
|
||||
(status (if (and proposed-action (null approved-action)) :rejected :success))
|
||||
(duration (- (get-internal-real-time) start-time)))
|
||||
(when skill-name (kernel-track-telemetry skill-name duration status))
|
||||
(dispatch-action approved-action context))))
|
||||
|
||||
(defun perceive (raw-message)
|
||||
(let ((type (getf raw-message :type)) (payload (getf raw-message :payload)))
|
||||
(kernel-log "PERCEIVE: ~a (~a)" type (or (getf payload :sensor) "no-sensor"))
|
||||
(cond ((eq type :EVENT) (let ((sensor (getf payload :sensor)))
|
||||
(case sensor
|
||||
(:buffer-update (let ((ast (getf payload :ast))) (when ast (ingest-ast ast))))
|
||||
(:point-update (let ((element (getf payload :element))) (when element (ingest-ast element)))))))
|
||||
((eq type :RESPONSE) (kernel-log "ACT RESULT: ~a" (getf payload :status))))
|
||||
raw-message))
|
||||
|
||||
(defun start-heartbeat ()
|
||||
(let ((interval (or (ignore-errors (parse-integer (get-env "HEARTBEAT_INTERVAL") :junk-allowed t)) 60)))
|
||||
(setf *heartbeat-thread* (bt:make-thread (lambda () (loop (sleep interval) (kernel-log "KERNEL: Heartbeat pulse...")
|
||||
(inject-stimulus `(:type :EVENT :payload (:sensor :heartbeat :unix-time ,(get-universal-time)))))) :name "org-agent-heartbeat"))))
|
||||
|
||||
(defun stop-heartbeat () (when (and *heartbeat-thread* (bt:thread-alive-p *heartbeat-thread*)) (bt:destroy-thread *heartbeat-thread*) (setf *heartbeat-thread* nil)))
|
||||
|
||||
(defun load-all-skills ()
|
||||
"Scans the directory defined by SKILLS_DIR and hot-loads skills.
|
||||
Supports selective loading via SKILLS_WHITELIST environment variable."
|
||||
(let* ((env-path (uiop:getenv "SKILLS_DIR"))
|
||||
(whitelist-raw (uiop:getenv "SKILLS_WHITELIST"))
|
||||
(whitelist (when whitelist-raw (uiop:split-string whitelist-raw :separator '(#\,))))
|
||||
(skills-dir-str (or env-path (namestring (merge-pathnames "notes/" (user-homedir-pathname)))))
|
||||
(resolved-path (context-resolve-path skills-dir-str))
|
||||
(skills-dir (if resolved-path (uiop:ensure-directory-pathname resolved-path) nil)))
|
||||
(if (and skills-dir (uiop:directory-exists-p skills-dir))
|
||||
(let ((files (uiop:directory-files skills-dir "org-skill-*.org")))
|
||||
(if files
|
||||
(dolist (file files)
|
||||
(let ((skill-name (pathname-name file)))
|
||||
(if (or (null whitelist) (member skill-name whitelist :test #'string-equal))
|
||||
(load-skill-from-org file)
|
||||
(kernel-log "KERNEL: Skipping skill ~a (Not in whitelist)" skill-name))))
|
||||
(kernel-log "KERNEL: No skills found in ~a" resolved-path)))
|
||||
(kernel-log "KERNEL ERROR: Skills directory not found or invalid path: ~a" skills-dir-str))))
|
||||
|
||||
(defvar *daemon-thread* nil) (defvar *daemon-socket* nil)
|
||||
(defun handle-client (stream)
|
||||
"Main loop for a single OACP client connection."
|
||||
(kernel-log "DAEMON: New client connected.~%")
|
||||
(unwind-protect
|
||||
(loop
|
||||
(handler-case
|
||||
(progn
|
||||
;; 1. Skip leading whitespace/newlines
|
||||
(loop for char = (peek-char nil stream nil :eof)
|
||||
while (and (not (eq char :eof)) (member char '(#\Space #\Newline #\Return #\Tab)))
|
||||
do (read-char stream))
|
||||
|
||||
(let ((peek (peek-char nil stream nil :eof)))
|
||||
(if (eq peek :eof) (return))
|
||||
(let* ((len-prefix (make-string 6)))
|
||||
;; 2. Read the 6-character length prefix
|
||||
(unless (read-sequence len-prefix stream)
|
||||
(return))
|
||||
(let* ((len (parse-integer len-prefix :radix 16))
|
||||
(msg-payload (make-string len)))
|
||||
;; 3. Read the actual message payload
|
||||
(unless (read-sequence msg-payload stream)
|
||||
(return))
|
||||
;; 4. Parse and process
|
||||
(let ((msg (read-from-string msg-payload)))
|
||||
(kernel-log "DAEMON: Received stimulus (~a characters)~%" len)
|
||||
(inject-stimulus msg :stream stream))))))
|
||||
(error (c)
|
||||
(kernel-log "DAEMON CLIENT ERROR: ~a~%" c)
|
||||
(return))))
|
||||
(kernel-log "DAEMON: Client disconnected.~%")
|
||||
(ignore-errors (close stream))))
|
||||
|
||||
(defun start-daemon (&key port)
|
||||
(let* ((env-host (uiop:getenv "DAEMON_HOST")) (env-port (uiop:getenv "ORG_AGENT_DAEMON_PORT"))
|
||||
(listen-host (if env-host (string-trim " \"'" env-host) "127.0.0.1"))
|
||||
(listen-port (or (or port (when env-port (ignore-errors (parse-integer (string-trim " \"'" env-port) :junk-allowed t)))) 9105)))
|
||||
(register-actuator :system #'execute-system-action)
|
||||
(register-actuator :emacs (lambda (action context)
|
||||
(declare (ignore context))
|
||||
(kernel-log "ACTUATOR [Emacs] - Action: ~a~%" action)))
|
||||
(start-heartbeat)
|
||||
(kernel-log "DAEMON: Binding to ~a:~a..." listen-host listen-port)
|
||||
(setf *daemon-socket* (usocket:socket-listen listen-host listen-port :reuse-address t))
|
||||
(setf *daemon-thread* (bt:make-thread (lambda () (unwind-protect (loop (handler-case (let ((client-socket (usocket:socket-accept *daemon-socket*)))
|
||||
(bt:make-thread (lambda () (handle-client (usocket:socket-stream client-socket))) :name "org-agent-client-handler"))
|
||||
(error (c) (kernel-log "DAEMON ERROR: ~a" c) (sleep 0.1))))
|
||||
(usocket:socket-close *daemon-socket*))) :name "org-agent-tcp-listener"))
|
||||
(kernel-log "==================================================~% org-agent Kernel Booted Successfully.~% Daemon Listening: ~a:~a~%==================================================" listen-host listen-port)
|
||||
(load-all-skills)))
|
||||
|
||||
(defun stop-daemon () (stop-heartbeat) (when *daemon-socket* (usocket:socket-close *daemon-socket*) (setf *daemon-socket* nil)) (kernel-log "org-agent Kernel stopped.~%"))
|
||||
|
||||
(defun main ()
|
||||
"The entry point for the compiled standalone binary."
|
||||
(let* ((home (uiop:getenv "HOME"))
|
||||
(env-file (uiop:merge-pathnames* ".local/share/org-agent/.env" (uiop:ensure-directory-pathname home))))
|
||||
(if (uiop:file-exists-p env-file)
|
||||
(progn
|
||||
(format t "KERNEL: Loading environment from ~a~%" env-file)
|
||||
(cl-dotenv:load-env env-file))
|
||||
(format t "KERNEL ERROR: .env not found at ~a~%" env-file)))
|
||||
(start-daemon)
|
||||
;; Keep the process alive.
|
||||
(loop (sleep 3600)))
|
||||
#+end_src
|
||||
|
||||
* Long-Term Vision: Orders of Autonomy
|
||||
|
||||
The development of =org-agent= follows distinct orders of autonomy, progressing from a basic assistant to a fully sovereign entity.
|
||||
|
||||
** Order 1: The Reactive Kernel (Phase 1 & 2)
|
||||
The agent acts as a strict "Delegator." It requires human stimulus to trigger the Cognitive Loop. Capabilities (Skills) are expanded, but the agent only speaks when spoken to.
|
||||
|
||||
** Order 2: The Self-Editing Kernel (Phase 3 - Current)
|
||||
The agent achieves introspection. It can "perceive pain" (errors) via system logs and trigger a `skill-self-fix` loop to rewrite its own source code, hot-reloading the changes. It proactively maintains the system.
|
||||
The agent achieves introspection. It can "perceive pain" (errors) via system logs and trigger a =skill-self-fix= loop to rewrite its own source code, hot-reloading the changes. It proactively maintains the system.
|
||||
|
||||
** Order 3: The Sovereign Architect (Phase 4+)
|
||||
The agent transitions to full autonomy. It maintains the Consensus Loop entirely, identifying structural decay in the Memex, drafting its own PRDs, writing code, executing Chaos testing, and committing the final result without human intervention (unless authorization gates are explicitly set).
|
||||
|
||||
Reference in New Issue
Block a user