Audit Code: AP-DIAG-2026
Standard: Yan Hui Superconductivity Baseline
Section A: The Logic Purity Audit ($L^2$)
If the logic is flawed, the harder you work, the faster you fail.
- The “One-Strike” Trace: Can the client identify a mistake made in the last quarter that they have never repeated since?
- [ ] Pass: Causal bug deleted.
- [ ] Fail: Node is “looping” (re-running faulty code).
- The Causal Depth Test: When asked why a project failed, does the client point to “Market/Luck” (Effect) or their own “Decision Algorithm” (Cause)?
- [ ] Pass: Causal Sovereignty.
- [ ] Fail: Victimhood logic (High entropy).
- The Emotional Circuit: Does the client “leak” energy through anger or resentment (迁怒) during high-pressure cycles?
- [ ] Pass: Zero-noise transmission.
- [ ] Fail: Aura decay; energy wasted on friction.
Section B: The Entropy & Sentiment Audit ($E + \sigma$)
Success is delayed by what you allow to enter your aura.
- The “Ren Bu Zhi” (人不知) Barrier: Does the client’s mood or strategy fluctuate when the “market” (low-dimensional nodes) fails to understand them?
- [ ] Pass: Internally generated delight.
- [ ] Fail: Sentiment leakage ($\sigma$); seeking validation.
- The Downward Compatibility Check: Is the client spending more than 20% of their time “explaining” things to nodes that lack the logic to understand?
- [ ] Pass: Scarcity Preservation.
- [ ] Fail: Energy dilution; violating the AWAKENED Protocol.
- The Silent Period Discipline: Does the client have a mandatory “isolation window” for deep-logic auditing, or are they constantly “online” to noise?
- [ ] Pass: Protected Aura.
- [ ] Fail: High Entropy ($E$); noise-driven management.
Section C: The Amplification Audit ($A$)
Inevitability requires a compounding velocity.
- The Version Update Frequency: What is the “Mean Time Between Upgrades” (MTBU) for the client’s core business logic?
- [ ] Pass: Daily/Weekly (Relentless Learner).
- [ ] Fail: Static/Seasonal (Stagnant Node).
- The Window Period Reflex: Can the client show a “Small Variable” they identified and connected with in the last 30 days?
- [ ] Pass: Luck-Identification Protocol active.
- [ ] Fail: Blind to micro-trajectories.
Section D: The Outcome (Calculation of Inevitability)
| Total Score | Classification | AWAKENED Protocol Action |
| 8-10 Points | Inevitability Locked | Full Aura Integration. Focus on Scale. |
| 5-7 Points | Probabilistic Success | Apply Logic Premium. Execute Causal Debugging. |
| <5 Points | Logic Entropy | Immediate Silent Period. Engagement Terminated. |
The Final Audit Statement:
“We do not guess why you are failing. We look at your variables. If your Inevitability Score is low, it is not because you are unlucky; it is because your logic is currently designed to produce the very outcome you complain about.”
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