chore: cleanup notes and sync contrib submodule state
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#+TITLE: SKILL: PSF Loop Automator (Universal Literate Note)
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#+ID: skill-loop-automator
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#+STARTUP: content
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#+FILETAGS: :psf:automation:meta-cognitive:orchestration:
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* Overview
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The *PSF Loop Automator* is the meta-cognitive orchestrator of the Personal Software Foundry. It monitors the state of all Master Notes and autonomously triggers the transition between PSF phases (e.g., waking the Architect when a PRD is frozen), ensuring the Consensus Loop maintains high momentum without manual intervention.
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* Phase A: Demand (PRD)
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:PROPERTIES:
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:STATUS: FROZEN
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:END:
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** 1. Purpose
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Define automated state transitions and role-triggering for the PSF Consensus Loop.
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** 2. User Needs
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- *State Surveillance:* Monitor `notes/org-skill-*.org` for `#+STATUS:` changes.
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- *Proactive Role Triggering:*
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- If `PRD` is `FROZEN` -> Trigger *Architect* (Phase B).
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- If `PROTOCOL` is `SIGNED` -> Trigger *Technical Analyst* (Phase C).
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- If `TDD Suite` is `RED` -> Trigger *Coder* (Phase D).
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- *GTD Synchronization:* Automatically update the `:PSF-STATE:` property in `gtd.org` during transitions.
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** 3. Success Criteria
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*** TODO Successful detection of #+STATUS: FROZEN in a Master Note
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*** TODO Autonomous stimulus injection for the Architect skill
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*** TODO Verified update of :PSF-STATE: in gtd.org
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* Phase B: Blueprint (PROTOCOL)
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:PROPERTIES:
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:STATUS: SIGNED
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:END:
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** 1. Architectural Intent
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Interfaces for cross-note state perception and kernel-level stimulus injection. Source of truth is the Master Note collection and the global skill graph.
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** 2. Semantic Interfaces
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#+begin_src lisp
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(defun loop-automator-perceive-phase (note-path)
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"Determines the current PSF phase of a Master Note based on status and sections.")
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(defun loop-automator-orchestrate ()
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"Scans all notes and dispatches necessary stimuli to the kernel.")
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#+end_src
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* Phase D: Build (Implementation)
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** State Perception
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#+begin_src lisp :tangle projects/org-skill-loop-automator/src/automator-logic.lisp
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(defun loop-automator-perceive-phase (note-path)
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(let ((content (uiop:read-file-string note-path)))
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(cond
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((and (search ":STATUS: FROZEN" content)
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(not (search "* Phase B: Blueprint (PROTOCOL)" content)))
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:trigger-architect)
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((and (search ":STATUS: SIGNED" content)
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(not (search "* Phase D: Build" content)))
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:trigger-analyst)
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(t :stable))))
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#+end_src
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** Orchestration Loop
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#+begin_src lisp :tangle projects/org-skill-loop-automator/src/automator-logic.lisp
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(defun loop-automator-sync-gtd (note-path new-state)
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"Updates the :PSF-STATE: property in gtd.org for the project linked to NOTE-PATH."
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(let* ((filename (pathname-name note-path))
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(project-id (format nil "proj-~a" (subseq filename 10))) ; e.g. proj-memex
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(gtd-file (or (uiop:getenv "GTD_FILE") "gtd.org")))
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(kernel-log "GTD SYNC - Updating ~a to state ~a" project-id new-state)
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;; Dispatches an actuator request to Emacs to perform the surgical property update
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(org-agent:inject-stimulus
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`(:type :REQUEST :target :emacs
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:payload (:action :refactor-subtree
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:target-id ,project-id
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:properties (("PSF-STATE" . ,new-state)))))))
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(defun loop-automator-orchestrate ()
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(let ((notes-dir (or (uiop:getenv "MEMEX_NOTES") "notes/")))
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(dolist (file (uiop:directory-files notes-dir "org-skill-*.org"))
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(let ((intent (loop-automator-perceive-phase file)))
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(case intent
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(:trigger-architect
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(loop-automator-sync-gtd file "B: BLUEPRINT")
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(org-agent:inject-stimulus `(:type :EVENT :payload (:sensor :foundry-event :action :blueprint :note ,file))))
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(:trigger-analyst
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(loop-automator-sync-gtd file "C: SUCCESS")
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(org-agent:inject-stimulus `(:type :EVENT :payload (:sensor :foundry-event :action :tdd :note ,file)))))))))
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#+end_src
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* Registration
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#+begin_src lisp
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(defskill :skill-loop-automator
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:priority 95 ; High priority meta-cognition
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:trigger (lambda (context) (eq (getf (getf context :payload) :sensor) :heartbeat))
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:neuro (lambda (context) nil)
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:symbolic (lambda (action context) (loop-automator-orchestrate)))
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#+end_src
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@@ -1,78 +0,0 @@
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#+TITLE: SKILL: Autonomous Performance Auditor (Universal Literate Note)
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#+ID: skill-performance-auditor
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#+STARTUP: content
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#+FILETAGS: :telemetry:audit:self-improvement:psf:
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* Overview
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The *Autonomous Performance Auditor* is the system's "Quality Control" agent. It monitors the internal `*skill-telemetry*` registry to identify skills with high failure rates or excessive latency. When a performance threshold is breached, it autonomously triggers the *Scribe-RCA* role to analyze the failure and record it in the Institutional Memory.
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* Phase A: Demand (PRD)
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:PROPERTIES:
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:STATUS: FROZEN
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:END:
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** 1. Purpose
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Define automated behaviors for system-wide skill performance monitoring and failure alerting.
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** 2. User Needs
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- *Continuous Monitoring:* Analyze skill metrics (executions, failures, latency) on every heartbeat.
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- *Threshold Alerts:* Detect skills with failure rates exceeding a defined limit (e.g., >20%).
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- *Loop Closure:* Autonomously trigger Root Cause Analysis (RCA) for offending skills.
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- *Transparency:* Log audit results to the kernel history for user visibility.
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** 3. Success Criteria
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*** TODO Failure rate calculation logic verification
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*** TODO Autonomous stimulus injection for Scribe-RCA skill
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*** TODO Verified logging of audit results in kernel history
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* Phase B: Blueprint (PROTOCOL)
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:PROPERTIES:
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:STATUS: SIGNED
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:END:
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** 1. Architectural Intent
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Interfaces for telemetry inspection and diagnostic dispatch. Source of truth is the kernel's internal `*skill-telemetry*` hash table.
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** 2. Semantic Interfaces
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#+begin_src lisp
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(defun audit-calculate-failure-rate (skill-name)
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"Returns the percentage of failed executions for a given skill.")
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(defun audit-scan-all-skills ()
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"Iterates through the telemetry registry and identifies failing components.")
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#+end_src
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* Phase D: Build (Implementation)
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** Diagnostic Logic
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#+begin_src lisp :tangle projects/org-skill-performance-auditor/src/audit-logic.lisp
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(defun audit-calculate-failure-rate (skill-name)
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(let ((metrics (org-agent:context-get-skill-telemetry skill-name)))
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(if (and metrics (> (getf metrics :executions) 0))
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(* 100 (/ (getf metrics :failures) (getf metrics :executions)))
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0)))
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(defun audit-scan-all-skills ()
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(let ((failing-skills '()))
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(dolist (skill-info (org-agent:context-list-all-skills))
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(let* ((name (getf skill-info :name))
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(rate (audit-calculate-failure-rate name)))
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(when (> rate 20) ; Threshold: 20% failure rate
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(kernel-log "AUDITOR - FAILURE DETECTED: Skill '~a' is failing at ~a%" name rate)
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(push name failing-skills))))
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failing-skills))
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#+end_src
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* Registration
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#+begin_src lisp
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(defskill :skill-performance-auditor
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:priority 95 ; High-priority meta-cognition
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:trigger (lambda (context) (eq (getf (getf context :payload) :sensor) :heartbeat))
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:neuro (lambda (context) nil)
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:symbolic (lambda (action context)
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(let ((failing (audit-scan-all-skills)))
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(dolist (name failing)
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;; Trigger Scribe-RCA for each failing skill
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(org-agent:inject-stimulus
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`(:type :EVENT :payload (:sensor :audit-failure :skill ,name)))))))
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#+end_src
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