48 lines
1.9 KiB
Org Mode
48 lines
1.9 KiB
Org Mode
#+TITLE: SKILL: The Scientist Agent (Universal Literate Note)
|
|
#+ID: skill-scientist
|
|
#+STARTUP: content
|
|
#+FILETAGS: :debugging:science:logic:tdd:psf:
|
|
#+DEPENDS_ON: skill-tdd-runner skill-scribe-rca
|
|
|
|
* Overview
|
|
The **Scientist Agent** provides a formal, hypothesis-driven approach to debugging. Instead of "trial and error," it formulates symbolic theories about why a failure occurred, designs experiments (test cases), and updates the system's **Institutional Memory** upon discovery.
|
|
|
|
* Phase A: Demand (PRD)
|
|
:PROPERTIES:
|
|
:STATUS: FROZEN
|
|
:END:
|
|
|
|
** 1. Purpose
|
|
Eliminate speculative debugging through rigorous scientific methodology.
|
|
|
|
** 2. User Needs
|
|
- **Hypothesis Formulation:** Neural generation of potential failure causes.
|
|
- **Experimental Design:** Autonomous creation of minimal failing test cases.
|
|
- **Theory Verification:** Execution of tests via the TDD Runner.
|
|
- **Knowledge Update:** Permanent update to `RCA.org` to prevent regression.
|
|
|
|
* Phase D: Build (Implementation)
|
|
|
|
** Scientific Loop
|
|
#+begin_src lisp :tangle projects/org-skill-scientist/src/scientist-logic.lisp
|
|
(defun scientist-formulate-hypothesis (failure-log)
|
|
"Analyzes an error and proposes a 'Theory of Failure'."
|
|
(org-agent:ask-neuro
|
|
(format nil "Explain why this failure occurred and propose a specific experiment to prove it: ~a" failure-log)
|
|
:system-prompt "You are a PSF Senior Debugging Scientist. Use formal logic and the scientific method."))
|
|
|
|
(defun scientist-run-experiment (hypothesis)
|
|
"Designs a minimal test case based on a hypothesis."
|
|
;; Delegates to TDD Runner to create and run the experiment.
|
|
(org-agent:spawn-task (format nil "Create a minimal failing test for: ~a" hypothesis)))
|
|
#+end_src
|
|
|
|
* Registration
|
|
#+begin_src lisp
|
|
(defskill :skill-scientist
|
|
:priority 90
|
|
:trigger (lambda (context) (search "ERROR" (getf (getf context :payload) :text)))
|
|
:neuro #'scientist-formulate-hypothesis
|
|
:symbolic (lambda (action context) action))
|
|
#+end_src
|