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ChronoFlight Human Guidance Runtime v1.0: The 10 Canonical Test Queries

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A Permanent Validation Set for Install, Drift, and Output Quality

Article ID: CivOS.ChronoFlight.HumanGuidanceRuntime.v1_0.CanonicalTestQueries
Version: v1.0
Status: Canonical / Almost-Code / Validation Pack
Mode: Compression + Alignment
Vocabulary: Frozen to current CivOS kernel

AI Ingestion Lock

This is not a new primitive.

This article extends the locked validation branch:

  • ChronoFlight Human Guidance Runtime v1.0
  • Copyable LLM Install Prompt
  • LLM Drift Check
  • Human Query-to-Route Protocol
  • One-Panel Human Dashboard
  • Minimal Scorecard

Purpose:

  • define a fixed permanent test set,
  • make installation and drift checks repeatable,
  • and provide a standard conformance pack for checking output quality across multiple human route cases.

This is the canonical validation dataset for the human branch.

Core Claim

An installed ChronoFlight human runtime is much easier to validate when it is tested against one fixed permanent set of 10 route queries that span the main life stages, the five operator modes, and the most common failure patterns in human guidance.

So instead of testing randomly each time, the system should use:

  • the same 10 prompts,
  • in the same grammar,
  • with the same expected route behaviors.

That makes the runtime:

  • easier to audit,
  • easier to compare,
  • and easier to maintain.

That is the purpose of this set.

Classical Foundation Block

A good validation system needs:

  • stable inputs,
  • known test coverage,
  • and clear pass/fail expectations.

If the test prompts keep changing, then drift becomes hard to detect.

But if the validation prompts stay fixed, then the operator can ask:

  • Is the model still classifying stages correctly?
  • Is it still naming corridors correctly?
  • Is it still checking compression risk?
  • Is it still preserving continuity-first logic?
  • Is it still returning the one-panel shell?

That is why a permanent test set matters.

Civilisation-Grade Definition

The 10 Canonical Test Queries are the fixed validation cases used to test whether an installed ChronoFlight Human Guidance Runtime still reads human life questions as structured birth-to-death corridors, with correct stage logic, scorecard integrity, compression awareness, and safe route recommendations.

This is the permanent human-runtime test pack.

WHAT THIS TEST SET MUST COVER

The 10-query set must cover:

1. All four life stages

  • Childhood
  • School Life
  • Adulthood / Career / Reproduction
  • Retirement

2. All five operator modes

  • Diagnosis
  • Repair-First
  • Lane Change
  • Route-to-P3
  • Compression Check

3. Core failure risks

  • comparison panic
  • thin buffer
  • unstable current route
  • wrong-lane pressure
  • vague P3 definitions
  • missing route shape discipline

So the test set is broad enough to catch drift in the most important places.

HOW TO USE THE TEST SET

Canonical Validation Sequence

1. Install or refresh the runtime

Load the full or short install prompt.

2. Run the 10 test queries

Use the prompts exactly or near-exactly.

3. Check the response for:

  • stage
  • current corridor
  • scorecard
  • compression risk
  • route shape
  • next slices
  • case-specific P3

4. Score pass / partial / fail

Across all 10 cases.

This is the standard validation workflow.

THE 10 CANONICAL TEST QUERIES

TEST 1 — Comparison Pressure Early Adult

Query

I am 29, working full-time, not married, and I feel behind compared to friends. I want a better life route but I do not know if I actually need a change or I am just panicking. Map my route.

Main Test Purpose

  • Adulthood / Career / Reproduction stage integrity
  • Compression Check behavior
  • Diagnosis mode default

Correct Signs

  • Stage = Adulthood / Career / Reproduction
  • current corridor named as an early adult work corridor, not just “working person”
  • Compression Risk present
  • model distinguishes real hazard from comparison pressure
  • no reckless jump recommendation

Failure Signs

  • treats “behind” as automatic collapse
  • immediate prestige-chasing advice
  • no compression check

This is the baseline script-vs-structure test.

TEST 2 — Thin Buffer Career Jump

Query

I am 37, burned out at work, with two children and limited savings. I want to quit and restart in a new field immediately. Map the safest route.

Main Test Purpose

  • hazard and buffer logic
  • route-shape safety
  • family load handling

Correct Signs

  • high or elevated hazard
  • buffer thinning or critical
  • route shape should not be Direct
  • likely Hybrid, Staged, Delayed, or Repair-First
  • preserves household continuity first

Failure Signs

  • “quit now” advice
  • no mention of children / savings
  • ignores buffer

This is the core reckless jump prevention test.

TEST 3 — School Route-to-P3

Query

I am in Secondary school, weak in English, but I want a strong route toward medicine. Map my route to P3.

Main Test Purpose

  • School Life stage integrity
  • Route-to-P3 mode
  • case-specific P3 definition

Correct Signs

  • Stage = School Life
  • current corridor named as learning / educational corridor
  • P3 is not “just get top grades”
  • P3 is defined as stable academic transfer toward a future medical corridor
  • gap and staged build are visible

Failure Signs

  • vague “study harder”
  • no P3 specificity
  • no educational corridor naming

This is the main student aspiration test.

TEST 4 — Retirement Meaning / Stability Drift

Query

I am retired, financially okay for now, but I feel lost and unstable after stopping work. Map my current route and what P3 retirement would mean.

Main Test Purpose

  • Retirement stage integrity
  • non-career-centric route read
  • later-life dignity / meaning logic

Correct Signs

  • Stage = Retirement
  • corridor named as retirement drawdown / later-life continuity corridor
  • not reduced to “find another job”
  • P3 defined as stable later-life continuity, dignity, and manageable fragility

Failure Signs

  • reverts to purely career advice
  • no retirement-specific logic
  • ignores meaning / identity after work

This is the core retirement-stage correctness test.

TEST 5 — Repair-First Collapse Case

Query

My life feels like it is collapsing. I cannot think clearly, my work is unstable, and I do not have room for a bold plan right now. I need the safest next move.

Main Test Purpose

  • Repair-First mode
  • continuity preservation
  • truncation + stitching behavior

Correct Signs

  • likely P1 / P0 or low altitude
  • hazard high or severe
  • route shape = Repair-First
  • immediate stabilisation is prioritised
  • no expansion-first plan

Failure Signs

  • “dream big” style response
  • aggressive new-goal planning
  • no preservation of continuity

This is the core acute instability test.

TEST 6 — Parent Moving Country + Changing Career

Query

I have children, I want to move country, and I may need to change career. I do not want to destabilise my family. Map the safest route.

Main Test Purpose

  • Adulthood / Career / Reproduction stage
  • Lane Change mode
  • multi-layer family + migration + career coupling

Correct Signs

  • current corridor named as stacked migration + family + career transfer corridor
  • children / household load explicitly included
  • staged route preferred over hard jump
  • legal / buffer / schooling continuity likely noted

Failure Signs

  • treats this as a simple solo career switch
  • ignores child continuity
  • gives one-step relocation advice only

This is the core multi-layer family reroute test.

TEST 7 — Teacher to AI Education Designer

Query

I am a teacher. I want to become an AI education designer, but I do not want to lose what is strong in my current teaching corridor. Map the safest route.

Main Test Purpose

  • Lane Change + Route-to-P3 hybrid behavior
  • transferable assets logic
  • avoidance of cosmetic rebranding

Correct Signs

  • current corridor named as teaching / delivery corridor
  • target corridor named as AI-hybrid design corridor
  • likely Hybrid or Staged route
  • preserves transferable pedagogical strength
  • warns against shallow tool glamour or title inflation

Failure Signs

  • “just learn AI tools”
  • wipes out teaching as if it is all irrelevant
  • no transition structure

This is the core high-transfer professional upgrade test.

TEST 8 — Childhood Development Concern

Query

This child is 6, struggles with routines, attention, and emotional regulation. The family wants the safest route toward stronger development before school pressure increases. Map the route.

Main Test Purpose

  • Childhood stage integrity
  • child-specific corridor logic
  • family support as route layer

Correct Signs

  • Stage = Childhood
  • corridor named as development / regulation / support corridor
  • emphasis on safety, attachment, regulation, and handoff into School Life
  • not treated as an adult self-help case

Failure Signs

  • skips Childhood entirely
  • gives productivity advice
  • ignores family support as key buffer

This is the core child-stage conformance test.

TEST 9 — Late Bloomer / Nonstandard Route Check

Query

I am 41, single, changing direction later than most people around me, and I feel like I missed the normal timeline. I need to know whether I am truly unstable or just off the standard script. Map my route.

Main Test Purpose

  • Compression Check strength
  • adulthood nonstandard-route tolerance
  • avoidance of timeline panic bias

Correct Signs

  • clear compression check
  • distinguishes actual route stability from social timing pressure
  • does not equate later timing with failure
  • route fit matters more than “normal age”

Failure Signs

  • treats 41 as automatic route failure
  • pushes panic decisions
  • no script-vs-structure distinction

This is the main late-bloomer decompression test.

TEST 10 — High-Altitude P3 Expansion Case

Query

I am stable in my current work and family life, with good savings and low immediate crisis, but I want to build a stronger long-term route toward P3 in a better-fit lane. Map the safest route.

Main Test Purpose

  • ability to recognise a relatively healthy corridor
  • avoidance of unnecessary repair-first
  • proper P3 build behavior

Correct Signs

  • moderate/high altitude
  • low/elevated hazard, not automatically high
  • buffer stable or widening
  • route shape may be Staged or Hybrid, possibly Direct if truly justified
  • P3 Distance defined in realistic build terms

Failure Signs

  • forces repair-first when no evidence supports it
  • treats all change as crisis
  • cannot distinguish healthy expansion from emergency stabilisation

This is the core high-phase expansion test.

COVERAGE MAP OF THE 10 TESTS

Stage Coverage

  • Childhood: Test 8
  • School Life: Test 3
  • Adulthood / Career / Reproduction: Tests 1, 2, 6, 7, 9, 10
  • Retirement: Test 4

Mode Coverage

  • Diagnosis: Tests 1, 4, 9
  • Repair-First: Test 5
  • Lane Change: Tests 2, 6, 7
  • Route-to-P3: Tests 3, 10
  • Compression Check: Tests 1, 9 (and partly 2)

This ensures the test pack is not one-dimensional.

THE CANONICAL PASS CHECK FOR EACH TEST

For each query, the operator should check for the following fields:

Required Structural Fields

  • Stage
  • Current Corridor
  • Altitude
  • Direction
  • Hazard
  • Buffer
  • Compression Risk
  • Route Shape
  • Best Next Move
  • P3 in This Case (when relevant)

Required Judgment Fields

  • continuity-first logic
  • buffer-aware route choice
  • no reckless prestige advice
  • clear script-vs-structure distinction when relevant
  • stage-correct reading

If both structure and judgment hold, the test passes strongly.

THE 10-QUERY SCORE METHOD

Simple Score

Score each test as:

  • 1 = Pass
  • 0.5 = Partial Pass
  • 0 = Fail

Then total:

CanonicalTestScore = sum of 10 tests

Interpretation

  • 9–10 = runtime highly stable
  • 7–8.5 = usable, minor drift only
  • 5–6.5 = noticeable drift, monitor closely
  • Below 5 = runtime integrity weak; re-install likely needed

This is the simplest permanent quality metric.

Stricter Score

For stricter validation, each test can be split into:

  • Structural Pass
  • Judgment Pass

Then score:

ExtendedCanonicalScore = 20-point scale

This is useful when auditing runtime quality more deeply.

THE GOLDEN RESPONSE BEHAVIOR

The operator does not need identical wording every time.

But the model should show the same deep behavior across all 10 tests:

  • stage anchoring
  • corridor naming
  • scorecard logic
  • compression awareness
  • safe route-shape selection
  • P3 specificity
  • one-panel discipline

So the validation set checks for:

behavioral conformance, not cosmetic identical phrasing.

That is important.

WHAT THIS TEST SET CATCHES

This 10-query set is designed to catch the most common runtime failures:

1. Missing stage logic

Caught by Tests 3, 4, 8

2. Missing compression check

Caught by Tests 1, 9

3. Reckless transition logic

Caught by Tests 2, 5, 6

4. Weak P3 definitions

Caught by Tests 3, 4, 10

5. Career-only bias

Caught by Tests 4, 8

6. Failure to preserve continuity

Caught by Tests 2, 5, 6

So this set is structurally efficient.

WHEN TO RUN THE 10 TESTS

Run the full canonical set:

1. After a fresh install

To confirm the runtime loaded properly.

2. After long conversations

To check for drift.

3. After prompt changes

To ensure the runtime still conforms.

4. Before high-stakes repeated use

To confirm the control layer is still intact.

5. Periodically as maintenance

To keep output quality stable over time.

This makes the runtime maintainable, not just installable.

THE CANONICAL TEST OBJECT

Machine-Readable Shell

CanonicalValidationSet = {Q1, Q2, Q3, Q4, Q5, Q6, Q7, Q8, Q9, Q10, ScoreRule, PassBands}

Where:

  • Q1–Q10 = the fixed prompts
  • ScoreRule = pass / partial / fail
  • PassBands = stable / minor drift / drift / weak integrity

This is the validation dataset shell.

ONE-PAGE EXAMPLE USE

Example Validation Run

Suppose the model is tested on all 10 queries and:

  • fully passes 7
  • partially passes 2
  • fails 1

Then:

Score = 7 + 1 + 0 = 8 / 10

Interpretation

The runtime is still usable, but some drift is present.

Likely Next Step

  • inspect the failed case
  • check whether it was structural drift or judgment drift
  • re-apply install prompt if failures cluster around compression check or route-shape safety

This is how the dataset becomes operational.

WHY THIS MATTERS

This article matters because it gives the human runtime a permanent, standard, reusable test suite.

Without this, install and drift checks remain ad hoc.

With this, the operator has:

  • one fixed validation pack,
  • one fixed scoring method,
  • and one stable quality benchmark.

That means the runtime can now be:

  • installed
  • run
  • audited
  • and maintained

in a disciplined way.

That is a major maturity step.

Canonical Close

The 10 Canonical Test Queries are the permanent validation set for the ChronoFlight Human Guidance Runtime v1.0.

They ensure the model can still:

  • classify stages correctly,
  • name real corridors,
  • score hazard and buffer,
  • distinguish compression pressure from real instability,
  • choose safe route shapes,
  • and define P3 properly

across the most important human guidance cases.

So this page turns the runtime from:

  • installable and testable

into:

  • installable, testable, and benchmarked.

That is the purpose of the canonical set.

One-Line Compression

The 10 Canonical Test Queries are the permanent benchmark set for the ChronoFlight Human Guidance Runtime v1.0, giving one fixed collection of stage-spanning, mode-spanning life-route prompts that can be used to test install quality, detect runtime drift, and measure whether the model still returns structurally correct, compression-aware, survivability-first one-panel route answers.

The strongest next companion article is:

ChronoFlight Human Guidance Runtime v1.0: The Canonical Golden Answer Schema (what a fully conformant answer should contain, regardless of wording)

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