A Collapse Signature (CS) is a repeatable regression pattern that appears across individuals, institutions, wars, and civilisations.
Each signature has:
- Observable signals
- DLR pattern (Depth, Load, Repairability)
- Primary OS affected
- Primary Recovery Mode (exactly one)
- Retest probes
Collapse is not random. It is patterned.
How to Use This Index
- Identify the dominant signature (the one driving R downward fastest).
- Select the mapped Recovery Mode.
- Define probes and retest.
- If the system is unstable: use CS-00 (Runaway Loop) first.
CS-00 — Runaway Loop (Point-of-No-Return Acceleration)
What it is: A positive feedback collapse where load rises while repairability falls.
Signals
- failures cascade faster each cycle
- denial, blame, or panic replaces correction
- attrition rises, competence drops
DLR pattern
- L ≥ 4 and R ≤ 2 (any OS)
Primary OS
- any (often Governance + Production during crises)
Primary Recovery Mode
- RM-00 Stabilise the Loop
Probes
- R improves by +1 within 14–30 days
- cascade events reduce cycle-to-cycle
- correction cadence becomes regular
Education OS Collapse Signatures
CS-01 — Foundation Hollowing (Shallow Competence)
Signals
- performance collapses under novelty
- dependence on templates
- “knows steps but not why”
DLR
- D ≤ 2, L variable, R variable
Recovery Mode
- RM-01 Foundation Rebuild
Probes
- explain-back accuracy rises
- novel task success rises
CS-02 — Transfer Collapse (Learning Stays in Classroom)
Signals
- good practice scores, poor real performance
- exam panic under unfamiliar questions
- cannot generate own examples
DLR
- D 2–4, L 3–5, R 2–3
Recovery Mode
- RM-02 Transfer Repair
Probes
- novel-context performance rises weekly
- timed application improves
CS-03 — Burnout Spiral (Load Overrun)
Signals
- fatigue, avoidance, irritability
- effort collapses despite stakes
- health and motivation deteriorate
DLR
- L ≥ 4, R ≤ 2 (Education OS)
Recovery Mode
- RM-03 Load Pressure Relief
Probes
- fatigue decreases in 2–3 weeks
- consistency improves
CS-04 — Meaning Collapse (Identity Break)
Signals
- “I’m not smart” identity
- shame loops, hopelessness
- refuses retest and correction
DLR
- R ≤ 2 (Education OS) even when D may be improvable
Recovery Mode
- RM-04 Meaning & Identity Re-anchor
Probes
- voluntary practice increases
- self-correction resumes
CS-05 — Talent Misalignment (Friction Lock)
Signals
- high effort, low progress
- chronic stress and aversion
- repeated failure in one modality
DLR
- L high, D growth slow, R gradually falling
Recovery Mode
- RM-05 Talent Alignment
Probes
- same effort yields faster gains
- stress drops as performance rises
Governance OS Collapse Signatures
CS-06 — Truth Decay (Reality Disconnection)
Signals
- metrics look good, reality worsens
- audits suppressed, whistleblowers punished
- policy decisions ignore ground truth
DLR
- R ≤ 2 (Governance OS), D often shallow, L rising
Recovery Mode
- RM-06 Truth Restoration
Probes
- error discovery rises then stabilises
- audit variance shrinks over time
CS-07 — Incentive Inversion (Goodhart Collapse)
Signals
- gaming behaviour spreads
- short-term wins, long-term decay
- people optimise metrics not outcomes
DLR
- D variable, L rising, R declining through distrust
Recovery Mode
- RM-07 Incentive Realignment
Probes
- metric/outcome correlation improves
- gaming behaviours decrease
CS-08 — Legitimacy Collapse (Trust Breakdown)
Signals
- polarisation, non-compliance
- coercion rising
- fairness narratives collapse
DLR
- L ≥ 4, R ≤ 2 (Governance OS)
Recovery Mode
- RM-08 Legitimacy Rebuild
Probes
- trust indicators rise
- conflict incidents fall
CS-09 — Feedback Collapse (Institutional Paralysis)
Signals
- repeat failures with no correction
- “review theatre”
- fear of admitting error
DLR
- R ≤ 2 (Governance OS)
Recovery Mode
- RM-09 Feedback Loop Reopening
Probes
- correction cadence becomes real
- repeat failures drop
CS-10 — Extraction Lock-in (Hollowing of the System)
Signals
- elites extract, commons degrade
- increasing inequality + decreasing capability
- systems optimised for rent-seeking
DLR
- D slowly erodes, L rises, R collapses via legitimacy loss
Recovery Mode
- RM-08 Legitimacy Rebuild
(because extraction is primarily a legitimacy/trust failure at scale)
Probes
- fairness indicators improve
- productive investment rises vs rent-seeking
Production/Technology OS Collapse Signatures
CS-11 — Fragility Cascade (Single Point Failure)
Signals
- supply chain breaks trigger systemic outages
- repeated disruptions
- over-optimised efficiency, no buffers
DLR
- D moderate, L high under shocks, R low due to no redundancy
Recovery Mode
- RM-10 Resilience & Redundancy
Probes
- downtime decreases
- recovery time improves
CS-12 — Maintenance Debt Spiral (Entropy Win)
Signals
- infrastructure failures rise
- backlog grows faster than repairs
- costs explode over time
DLR
- L rising, R declining (Production OS)
Recovery Mode
- RM-11 Maintenance & Renewal
Probes
- backlog shrinks
- failure frequency declines
CS-13 — Tech Outruns Governance (Runaway Externality)
Signals
- social harm, safety failures, security breaches
- backlash, instability
- regulatory lag and chaos
DLR
- Production power rises while Governance R falls
Recovery Mode
- RM-12 Governance–Tech Alignment
Probes
- incident rate drops
- trust stabilises
Constraint OS Collapse Signatures
CS-14 — Scarcity Bind (Resource Wall)
Signals
- input shortages
- price volatility
- conflict over resources
DLR
- L rising (Constraint OS), R depends on adaptability
Recovery Mode
- RM-13 Load Reduction & Demand Shaping
Probes
- intensity of consumption drops
- volatility reduces
CS-15 — Overshoot & Regeneration Failure (Ecological Debt)
Signals
- damage exceeds recovery
- long-horizon productivity declines
- disasters increase
DLR
- L ≥ 4, R ≤ 2 (Constraint OS)
Recovery Mode
- RM-15 Regeneration & Restoration
Probes
- regeneration indicators rise
- ecological debt decreases
CS-16 — Late Correction (Time Irreversibility)
Signals
- “We acted too late”
- repairs become exponentially costly
- irreversible tipping points crossed
DLR
- R approaches 0 because feasible pathways disappear
Recovery Mode
- RM-00 Stabilise the Loop
(contain damage first, then adapt)
Probes
- loss rate slows
- remaining feasible set stabilises
Canonical Mapping Summary (Signature → Mode)
- CS-00 → RM-00
- CS-01 → RM-01
- CS-02 → RM-02
- CS-03 → RM-03
- CS-04 → RM-04
- CS-05 → RM-05
- CS-06 → RM-06
- CS-07 → RM-07
- CS-08 → RM-08
- CS-09 → RM-09
- CS-11 → RM-10
- CS-12 → RM-11
- CS-13 → RM-12
- CS-14 → RM-13
- CS-15 → RM-15
(Other signatures collapse into these primaries.)