id stringclasses 10
values | domain stringclasses 8
values | description stringclasses 10
values | R float64 1.2 3.2 | F float64 0.15 1 | deltaS float64 0 22 | w_cognitive float64 0.3 0.9 | w_physical float64 0 0.5 | w_temporal float64 0.1 0.5 | E_cognitive int64 4 9 | E_physical int64 0 7 | E_temporal int64 2 6 | elapsed_hours float64 1 12 | Ts float64 0 0.03 | causal_closure_speed float64 0 0.01 | xp float64 0 8.56k | minted bool 2
classes | reject_reason stringclasses 2
values | formula_version stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
c-0001 | code | Resolved a CI build break: ethics test could not resolve a workspace package | 2.5 | 1 | 9 | 0.6 | 0.1 | 0.3 | 7 | 1 | 5 | 1.5 | 0.004517 | 0.0001 | 704.7 | true | v3.1.2 | |
c-0002 | informational | Added a full reference list with DOIs to a previously uncited paper | 1.8 | 1 | 14 | 0.7 | 0 | 0.3 | 8 | 0 | 4 | 6 | 0 | 0.00001 | 3,701.376 | true | v3.1.2 | |
c-0003 | cognitive | Compressed a 40-page spec into a falsifiable one-page claim set | 3.2 | 1 | 11 | 0.9 | 0 | 0.1 | 9 | 0 | 2 | 3 | 0.00002 | 0.000001 | 3,155.328 | true | v3.1.2 | |
c-0004 | thermodynamic | Cut a data center cooling loop's energy draw, measured in kWh saved | 2 | 0.85 | 22 | 0.3 | 0.5 | 0.2 | 4 | 7 | 3 | 12 | 0 | 0.0001 | 8,563.104 | true | v3.1.2 | |
c-0005 | social | Mediated a stalled governance dispute, restored validator participation | 2.2 | 1 | 7.5 | 0.5 | 0.1 | 0.4 | 6 | 1 | 5 | 8 | 0 | 0.001 | 2,423.52 | true | v3.1.2 | |
c-0006 | economic | Reduced allocation waste in a micro-quest reward pool | 1.6 | 0.9 | 6 | 0.5 | 0.2 | 0.3 | 5 | 2 | 4 | 4 | 0.000001 | 0.01 | 510.1056 | true | v3.1.2 | |
c-0007 | governance | Authored a rule module that closed a Goodhart gap in vote weighting | 3 | 1 | 10 | 0.7 | 0 | 0.3 | 8 | 0 | 3 | 5 | 0 | 0.001 | 3,510 | true | v3.1.2 | |
c-0008 | temporal | Synchronized two out-of-phase settlement windows, cut cycle time | 1.9 | 1 | 8 | 0.4 | 0.1 | 0.5 | 5 | 1 | 6 | 2 | 0.000747 | 0.000001 | 558.144 | true | v3.1.2 | |
c-0009 | code | Submitted a refactor with no measured disorder reduction | 2 | 1 | 0 | 0.6 | 0.1 | 0.3 | 6 | 1 | 4 | 1 | 0.027324 | 0.0001 | 0 | false | deltaS must be > 0 | v3.1.2 |
c-0010 | social | Repeated the same low-novelty contribution class, heavy decay | 1.2 | 0.15 | 3 | 0.5 | 0.1 | 0.4 | 4 | 1 | 3 | 1 | 0.027324 | 0.001 | 6.4152 | true | v3.1.2 |
Extropy Contributions, example scored loops
A small, hand-built example dataset of contribution loops scored by the canonical Extropy Engine XP formula. It exists to make the protocol concrete: each row is a real-shaped contribution with the exact inputs the formula consumes and the XP it mints (or why it was rejected).
The unit of value is entropy reduction. This is not a metaphor.
How XP is computed
Every row is scored by the source-of-record formula in
packages/xp-formula:
XP = R x F x dS x (w . E) x log(1 / Ts)
Preconditions fail closed: dS must be > 0, Ts must be in (0, 1], and w and E
must be equal length. Row c-0009 shows a rejected mint (dS = 0). Reputation
never enters the formula.
Fields
| Field | Meaning |
|---|---|
id |
Loop identifier |
domain |
One of eight canonical entropy domains: cognitive, code, social, economic, thermodynamic, informational, governance, temporal |
description |
What the contribution did |
R |
Rarity multiplier, action-class scarcity (not actor reputation) |
F |
Frequency-of-decay penalty, 1.0 is first occurrence |
deltaS |
Verified entropy reduction, must be > 0 to mint |
w_cognitive, w_physical, w_temporal |
Effort weight vector |
E_cognitive, E_physical, E_temporal |
Effort energy vector |
elapsed_hours, Ts |
Recency: Ts = exp(-lambda x elapsed seconds), lambda = 0.001 |
causal_closure_speed |
Domain c_L, used by the irreducible form XP = dS / c_L^2 |
xp |
Minted XP |
minted |
Whether preconditions passed |
reject_reason |
Why a loop was rejected, if any |
formula_version |
v3.1.2 (canonical, post Rarity/Frequency fix) |
Scope and honesty
This is an illustrative example set, not production telemetry. Values are chosen to span the eight domains and to show both successful and rejected mints. It is meant for teaching the formula and for stress-testing objections to it. If a row's scoring looks wrong to you, that is the point: come break it.
Links
- Source: github.com/00ranman/extropy-engine
- Paper: An Emergence-First Grand Unified Theory
- Discussion: open thread
License
MIT, Copyright (c) 2026 Randall Gossett.
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