#+TITLE: LLM Router Skill #+AUTHOR: org-agent #+SKILL_NAME: skill-router #+DEPENDS_ON: skill-environment-config This skill acts as the Meta-Cognitive Router. It intercepts unstructured user requests, asks the LLM to classify the intent, and emits internal delegation events. * Trigger Logic The Router triggers on explicit `M-x` commands OR when it detects an "@agent" or "@[Name]" request in an Org headline during a buffer save. #+begin_src lisp (defun find-agent-request (ast agent-name) "Recursively search the AST for a headline addressed to @agent or @name." (when (listp ast) (let* ((type (getf ast :type)) (props (getf ast :properties)) (title (or (getf props :TITLE) ""))) (if (and (eq type :HEADLINE) (or (search "@agent" title :test #'string-equal) (search (format nil "@~a" agent-name) title :test #'string-equal))) ;; Found it! Extract the instruction (everything after the @ tag) (let* ((pos (or (search "@agent" title :test #'string-equal) (search (format nil "@~a" agent-name) title :test #'string-equal))) ;; Skip the '@name' part (instruction (subseq title (+ pos (if (search "@agent" title :test #'string-equal) 6 (1+ (length agent-name))))))) (string-trim '(#\Space #\Tab) instruction)) ;; Not here, recurse into children (cl:some (lambda (c) (find-agent-request c agent-name)) (getf ast :contents)))))) (defun trigger-skill-router (context) "Engage if a user command exists OR if an @agent/@name request is found in the AST." (let* ((payload (getf context :payload)) (sensor (getf payload :sensor)) ;; DYNAMIC NAME RESOLUTION: ;; We look for the get-agent-name function in the identity skill's package. ;; If the skill hasn't loaded yet, we fall back to "Agent". (identity-pkg (find-package :org-agent.skills.skill-agent-identity)) (name-fn (when identity-pkg (find-symbol "GET-AGENT-NAME" identity-pkg))) (agent-name (if (and name-fn (fboundp name-fn)) (funcall name-fn) "Agent"))) (cond ((eq sensor :user-command) t) ((eq sensor :buffer-update) ;; Proactive scanning of the AST using the dynamic name (let ((request (find-agent-request (getf payload :ast) agent-name))) (when request ;; Store the extracted instruction in the context for System 1 (setf (getf (getf context :payload) :text) request) (kernel-log "KERNEL [Router] Detected request for @~a: ~a" agent-name request) t))) (t nil)))) #+end_src * Neuro Prompt #+begin_src lisp (defun neuro-skill-router (context) (let ((text (getf (getf context :payload) :text)) (config-pkg (find-package :org-agent.skills.skill-environment-config))) (let* ((get-tiered-fn (when config-pkg (find-symbol "GET-TIERED-MODEL" config-pkg))) ;; Router uses the :FAST tier for routing efficiency (model (if (and get-tiered-fn (fboundp get-tiered-fn)) (funcall get-tiered-fn :fast "openrouter/auto") "openrouter/auto"))) (format nil " You are the Master Router for an autonomous Lisp agent. The user said - '~a' Using model: ~a Decompose this request into a SEQUENCE of atomic intents. Available targets - - :atomic-notes (historical memory/note retrieval) - :shell (system commands like git status) - :gtd (tasks, deadlines, schedules) - :web (internet research, fetching URLs, searching the web) - :foundry (scaffolding new projects, creating directories) - :skill-creator (new capabilities, create a skill) Return a Lisp plist containing a list of intents - (:type :MULTI-DELEGATION :intents ((:target-skill :atomic-notes :query \"...\") (:target-skill :shell :cmd \"...\"))) " text model)))) #+end_src * Symbolic Verification #+begin_src lisp (defun verify-skill-router (proposed-action context) (let ((type (getf proposed-action :type))) (cond ((eq type :MULTI-DELEGATION) (let ((intents (getf proposed-action :intents))) (kernel-log "KERNEL [Router] Processing ~a intents.~%" (length intents)) (dolist (intent intents) (let* ((target (getf intent :target-skill)) (query (getf intent :query)) (cmd (getf intent :cmd)) (delegation-event `(:type :EVENT :payload (:sensor :delegation :target-skill ,target :query ,query :cmd ,cmd)))) (kernel-log "KERNEL [Router] Delegating to ~a~%" target) (org-agent:inject-stimulus delegation-event))) nil)) ((eq type :DELEGATION) (let* ((target (getf proposed-action :target-skill)) (query (getf proposed-action :query)) (delegation-event `(:type :EVENT :payload (:sensor :delegation :target-skill ,target :query ,query)))) (kernel-log "KERNEL [Router] Delegating to ~a~%" target) (org-agent:inject-stimulus delegation-event) nil)) (t '(:type :LOG :payload (:text "Router failed to classify.")))))) #+end_src * Registration #+begin_src lisp (defskill :skill-router :priority 90 :trigger #'trigger-skill-router :neuro #'neuro-skill-router :symbolic #'verify-skill-router) #+end_src