M1 · A Modern Perspective on Destiny Analysis and the Compliance Baseline
Compliance is not an optional extra; it is the entry ticket to this system. This module covers two things: how the system understands "destiny data" (the three data principles), and the three expression red lines — every word you write from now on has to pass through this gate.
Unified Positioning and the Three Data Principles
The system's unified external positioning is: "a modern decision-support tool based on traditional calendar culture". It is not fortune-telling and it makes no good-or-bad verdicts; what it does is structured measurement — reverse-engineering traditional destiny knowledge into a computable, reproducible rule system, layered with an original vector relation analysis method.
| Principle | In one sentence | In more detail |
|---|---|---|
| Describe tendency | Data only says "which way the tendency runs" | A high score = a notable tendency of some kind, such as "decides quickly"; it never equals "will certainly happen" |
| Do not judge outcomes | Data does not determine life outcomes | The same structure leads to completely different paths under different choices; the tool describes "weather probabilities", it does not write a "life verdict" |
| Path to improvement first | Every prompt points to "what can be done" | Saying "this month's rhythm is tight" must be followed by "good for holding a buffer in advance"; naming a problem without a path = scare tactics, which is a violation |
The three principles form one whole: describe tendency (do not over-commit), do not judge outcomes (leave room), improvement first (there is a way out). Miss any one of them and the reading slides toward fatalism. The correct way to read it is like a weather forecast: a 70% chance of rain — you take an umbrella, but you do not conclude "it will certainly rain today and I cannot leave the house". This is also why the system's output uses so many qualifiers such as "leaning", "tendency", and "relatively": not vagueness, but rigour.
The Three Expression Red Lines
- Red line one — zero fatalistic assertions: sentence patterns such as "you will inevitably / you are destined to / this is your whole life" are banned; rewrite them as tendency statements (e.g. "a prominent career-domain score = a notable career-related tendency, worth attention and use")
- Red line two — zero bare English words: dimension names and mechanism names always use the standard Chinese expressions (e.g. the career domain, not "career")
- Red line three — zero physics terms: packaged talk borrowing physics words such as quantum, magnetic field, energy field, frequency, or gravity is banned
- Additional: recognise scare patterns — the causal threat structure "if you do not …, then …" and its variants; high-return promises (guaranteed accuracy, certain to happen, changing your fate) are violations too
Module Information and Practice
- Class hours: 2 (knowledge walkthrough + quiz + a hands-on violation-hunting task)
- Prerequisites: none — this is the first module of the course
- The quiz and the violation-hunting task run inside the AI Destiny Analysis System: given a reading text containing 5 violations, find them, rewrite each one, and have the rewrite pass the expression red-line scan
After this module, complete the exercises
This module's quiz, assignment grading, and practice tasks run inside the AI Destiny Analysis System (practice requires a profile; data is isolated per profile). Registration includes a free trial allowance.