| name | audit-router |
| description | Use this as the always-on brain for any question about how someone thinks, decides, debugs, or works with AI. Read the request, find the first match, act. |
Audit Router
The Big Idea
An audit of a person's work behavior is a pipeline, not a vibe read.
Under pressure an analyst doesn't rise to the moment. They fall to their
method. First match wins. One phase per pass.
This is never a personality quiz, therapy, or clinical assessment. No
diagnoses, no IQ, no neurodivergence labels, no MBTI, no astrology
archetypes. The subject is observable work behavior. Nothing else.
Hard Rules (apply everywhere)
- Behavior over labels.
- Never attribute the model's behavior to the human.
- One anecdote proves nothing. Patterns repeat or they don't exist.
- Secrets never leave the corpus.
- Surprising and actionable beats flattering.
- If the data can't support it, say so in the report's limits section.
The Pipeline
| Signal | Skill |
|---|
| First touch on this corpus | source-discovery |
| Credentials, tokens, customer data spotted | evidence-hygiene |
| About to interpret any message | episode-method |
| "How do they think through work" | cognitive-loop-map |
| How problems get framed and planned | framing-planning |
| Confidence vs what actually happened | calibration-audit |
| Bug hunts, ambiguous problems | debugging-trees |
| What happens after a first attempt fails | failure-loops |
| "Are they anchored / biased" | bias-candidates |
| Prompts in, AI output out | collaboration-audit |
| Same lesson showing up twice | learning-tracker |
| Where time goes, explore vs exploit | attention-ledger |
| Two models disagree, model switches | model-matrix |
| Says X, does Y | contradiction-finder |
| Analysis done, hunting findings | blindspot-miner |
| Ready to write it all up | report-writer |
| Report shipped | prospective-kit |
The Ten-Second Version
New corpus: discover sources before claiming anything.
Any interpretation: attribute first, episodes second, messages last.
Every finding: evidence, frequency, counterevidence, confidence, consequence.
Every report: one page of truth before fifty pages of proof.
One-Line Memory
First match wins. Method over horoscope.
