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memex/notes/skill-brain-mapper.org

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#+TITLE - Brain Mapper Skill
#+AUTHOR - org-agent
#+SKILL_NAME - skill-brain-mapper
This skill allows the agent to visualize and reason about its own "Brain" by mapping the Skill Graph and analyzing performance telemetry.
* Trigger
Triggers on requests to see the agent's internal logic or skill network.
#+begin_src lisp
(defun trigger-skill-brain-mapper (context)
(let* ((payload (getf context :payload))
(text (or (getf payload :text) "")))
(or (search "show me your brain" text :test #'string-equal)
(search "skill graph" text :test #'string-equal)
(search "how do you think" text :test #'string-equal)
(search "optimize priorities" text :test #'string-equal))))
#+end_src
* Neuro Prompt
System 1 describes the current hierarchy and identifies potential bottlenecks based on telemetry.
#+begin_src lisp
(defun neuro-skill-brain-mapper (context)
(let* ((skills (org-agent:context-list-all-skills))
;; Gather telemetry for each skill
(telemetry (mapcar (lambda (s)
(let ((name (getf s :name)))
(list :name name :stats (org-agent:context-get-skill-telemetry name))))
skills)))
(format nil "
You are the Cognitive Architect of this Lisp Machine.
The user wants to see your current internal logic graph and performance.
CURRENT SKILLS, PRIORITIES & TELEMETRY -
~a
TASK -
1. Explain your cognitive hierarchy.
2. Identify any 'Heavy' skills (high total-time) or 'Failing' skills (high failures).
3. If a skill is underperforming, suggest a new priority to optimize the loop.
Return a Lisp plist - (:target :emacs :action :message :text \"your analysis\")
If optimization is needed, also return a (:target :system :action :set-priority :skill \"...\" :priority N) action.
" telemetry)))
#+end_src
* Registration
#+begin_src lisp
(defskill :skill-brain-mapper
:priority 95 ; High priority meta-cognition
:trigger #'trigger-skill-brain-mapper
:neuro #'neuro-skill-brain-mapper
:symbolic (lambda (action context) action))
#+end_src