docs(governance): D-245 nature-layer believability acceptance gate + believability epic (T-1079..T-1084)

Lock the cascade's nature-half deliverable to "reads alive anywhere", not
"implemented" — the holy-grail objective surfaced by probing the generation
cascade.

- D-245 (architecture): the nature layers are accepted only when the
  believability litmus passes at randomly-sampled locations across all
  habitable bodies/seeds — multi-scale + never-repeating (macro identity,
  meso non-stationarity, micro mosaic), coherence + non-stationarity +
  intra-class variety + relief + climate-appropriateness, automated screen
  under a human sign-off, budgeted -> strict. Q-123: threshold calibration.
- T-1079 (epic, north-star, DoD=D-245) + findings T-1080 (uniform climate
  fields), T-1081 (near-zero relief), T-1082 (no water-body generator),
  T-1084 (intra-class micro-habitat mosaic), and T-1083 (the repeatable
  believability test protocol / D-245 enforcer).
- aliveness_probe bin: the exploratory probe that found these (runs the
  deterministic cascade for a body+seed, reports per-district nature +
  verdict). Seed for T-1083.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-06-28 07:59:34 +02:00
co-authored by Claude Opus 4.8
parent 85311f716c
commit c95f9d9a70
8 changed files with 552 additions and 2 deletions
+53
View File
@@ -2616,3 +2616,56 @@ INSERT INTO ticket_history (ticket_record_id, field, old_value, new_value, chang
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INSERT INTO ticket_history (ticket_record_id, field, old_value, new_value, changed_by, changed_at, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'description', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).
---
UNIFYING PRINCIPLE (added during design discussion): multi-scale, never-repeating realization.
Real-world anchor: the entire Netherlands is ONE macro class (river delta / marshland) coherent regional identity yet it realizes as dunes, peat bogs, tidal flats, river-clay, heath, fen, reed marsh, polder, wet woodland, and NO TWO km^2 ARE THE SAME. Macro coherence and local non-stationarity are both required and are not in tension.
This reframes the epic as a multi-scale model:
- MACRO (region/body): identity "this is a delta" (coherent). -> D-210 / T-948 (SubBiomeVariant macro tag).
- MESO (~km^2, between AND within districts): the sub-biome DISTRIBUTION drifts same class, different mix every km^2. -> T-1080 (this is the real shape of that fix).
- MICRO (sub-chunk <64 m): the habitat mosaic within a patch. -> T-1084.
Two design implications:
1. Sub-biome must be a spatially-varying DISTRIBUTION, not a single tag. "Delta" resolves to a blend {tidal flat, peat bog, river-clay, reed marsh, ...} whose proportions drift across space; the micro-mosaic (T-1084) draws from the LOCAL blend. One label, many local realizations.
2. The enemy is the visible tile-repeat. "Every km^2 differs" = non-stationarity via multi-octave, domain-warped noise (extend the existing domain_warp "seam cannot align to the chunk edge" property up to the sub-biome tier). The fix for T-1080 is therefore non-repeating multi-octave VARIATION, not merely a smooth gradient (a gradient alone is still locally bland).
Test-protocol consequence (T-1083): the believability screen must measure NON-STATIONARITY e.g. that two same-class km^2 are not identical, and that local sub-biome mix drifts not just class-label diversity.', NULL, '2026-06-28 05:55:45', '2026-06-28 05:55:45.024', '2026-06-28 05:55:45.024', NULL, '1aa7d032336545d443f2698dfa57ef91', 2) ON CONFLICT(hash) DO NOTHING;
INSERT INTO ticket_history (ticket_record_id, field, old_value, new_value, changed_by, changed_at, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'description', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).
---
UNIFYING PRINCIPLE (added during design discussion): multi-scale, never-repeating realization.
Real-world anchor: the entire Netherlands is ONE macro class (river delta / marshland) coherent regional identity yet it realizes as dunes, peat bogs, tidal flats, river-clay, heath, fen, reed marsh, polder, wet woodland, and NO TWO km^2 ARE THE SAME. Macro coherence and local non-stationarity are both required and are not in tension.
This reframes the epic as a multi-scale model:
- MACRO (region/body): identity "this is a delta" (coherent). -> D-210 / T-948 (SubBiomeVariant macro tag).
- MESO (~km^2, between AND within districts): the sub-biome DISTRIBUTION drifts same class, different mix every km^2. -> T-1080 (this is the real shape of that fix).
- MICRO (sub-chunk <64 m): the habitat mosaic within a patch. -> T-1084.
Two design implications:
1. Sub-biome must be a spatially-varying DISTRIBUTION, not a single tag. "Delta" resolves to a blend {tidal flat, peat bog, river-clay, reed marsh, ...} whose proportions drift across space; the micro-mosaic (T-1084) draws from the LOCAL blend. One label, many local realizations.
2. The enemy is the visible tile-repeat. "Every km^2 differs" = non-stationarity via multi-octave, domain-warped noise (extend the existing domain_warp "seam cannot align to the chunk edge" property up to the sub-biome tier). The fix for T-1080 is therefore non-repeating multi-octave VARIATION, not merely a smooth gradient (a gradient alone is still locally bland).
Test-protocol consequence (T-1083): the believability screen must measure NON-STATIONARITY e.g. that two same-class km^2 are not identical, and that local sub-biome mix drifts not just class-label diversity.', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).
---
UNIFYING PRINCIPLE (added during design discussion): multi-scale, never-repeating realization.
Real-world anchor: the entire Netherlands is ONE macro class (river delta / marshland) coherent regional identity yet it realizes as dunes, peat bogs, tidal flats, river-clay, heath, fen, reed marsh, polder, wet woodland, and NO TWO km^2 ARE THE SAME. Macro coherence and local non-stationarity are both required and are not in tension.
This reframes the epic as a multi-scale model:
- MACRO (region/body): identity "this is a delta" (coherent). -> D-210 / T-948 (SubBiomeVariant macro tag).
- MESO (~km^2, between AND within districts): the sub-biome DISTRIBUTION drifts same class, different mix every km^2. -> T-1080 (this is the real shape of that fix).
- MICRO (sub-chunk <64 m): the habitat mosaic within a patch. -> T-1084.
Two design implications:
1. Sub-biome must be a spatially-varying DISTRIBUTION, not a single tag. "Delta" resolves to a blend {tidal flat, peat bog, river-clay, reed marsh, ...} whose proportions drift across space; the micro-mosaic (T-1084) draws from the LOCAL blend. One label, many local realizations.
2. The enemy is the visible tile-repeat. "Every km^2 differs" = non-stationarity via multi-octave, domain-warped noise (extend the existing domain_warp "seam cannot align to the chunk edge" property up to the sub-biome tier). The fix for T-1080 is therefore non-repeating multi-octave VARIATION, not merely a smooth gradient (a gradient alone is still locally bland).
Test-protocol consequence (T-1083): the believability screen must measure NON-STATIONARITY e.g. that two same-class km^2 are not identical, and that local sub-biome mix drifts not just class-label diversity.
---
DELIVERABLE / DEFINITION OF DONE (D-245 the holy grail): this epic is "done" when the cascade''s nature layers pass the believability litmus at RANDOMLY-SAMPLED locations across all habitable bodies and world seeds ("anywhere", not curated spots). Multi-scale + never-repeating: macro identity, meso non-stationarity (no two same-class km^2 alike), micro mosaic. Automated necessary-conditions screen coherence, non-stationarity, intra-class variety, relief/landmark, climate-appropriateness under a human narrate-the-natural-history sign-off (necessary != sufficient). Enforced by T-1083; strictness ramps budgeted+advisory -> strict as thresholds calibrate. D-245 (architecture) records this as the acceptance gate for the cascade''s nature half.', NULL, '2026-06-28 05:55:49', '2026-06-28 05:55:49.763', '2026-06-28 05:55:49.763', NULL, '067845dcc8df3a2a4f89ff00d3a40f51', 2) ON CONFLICT(hash) DO NOTHING;
+6
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@@ -86,3 +86,9 @@ INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FCDG73V9R6N024QSFDEJ4R68', 'T-1076', '2026-06-14 15:29:50', '2026-06-14 15:29:50', NULL, '8df24639ed7dc3c6a29bc2019da02f74', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FCF56EAJ55PHQ977SV866CFM', 'T-1077', '2026-06-14 19:21:18', '2026-06-14 19:21:18', NULL, '957e1846040da6c5fc25d19db17c20c3', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FCF56ED5ZJZRXFMF3PNSNZF0', 'T-1078', '2026-06-14 19:21:18', '2026-06-14 19:21:18', NULL, 'f1eda12cb9d42f52b353b30dcca81db6', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'T-1079', '2026-06-28 05:53:59.367', '2026-06-28 05:53:59.367', NULL, 'c4838a87c26ee8fdc7d5d3179909943b', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJTXTADJRHYEE1WTAENYAG', 'T-1080', '2026-06-28 05:54:42.258', '2026-06-28 05:54:42.258', NULL, '506d3b7112ba9d28b2ac403b6a1ab2a9', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJVW30PSP8K0XAWV02X7M0', 'T-1081', '2026-06-28 05:54:50.008', '2026-06-28 05:54:50.008', NULL, '496a38931adff601f5d0295c5dd5d5d6', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
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INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJZG3WFPQ3VXBFQFM4YEWW', 'T-1083', '2026-06-28 05:55:19.712', '2026-06-28 05:55:19.712', NULL, 'c53c770f47d4f9209d44951e9158a1bb', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
INSERT INTO ticket_idmap (record_id, ticket_id, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSK19FGZAC3H25VRAV4JRFW', 'T-1084', '2026-06-28 05:55:34.396', '2026-06-28 05:55:34.396', NULL, 'bcc5598f936d9e3845fbe839914126b5', 2) ON CONFLICT(record_id) DO UPDATE SET ticket_id=excluded.ticket_id, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_idmap.updated_at OR (excluded.updated_at = ticket_idmap.updated_at AND excluded.hash > ticket_idmap.hash);
+1
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@@ -89,3 +89,4 @@ INSERT INTO ticket_labels (ticket_record_id, label, created_at, updated_at, dele
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INSERT INTO ticket_labels (ticket_record_id, label, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FB0TNSRXMXGWS6NJ1FBJQ1GM', 'phase:4', '2026-06-06 00:00:00', '2026-06-06 19:40:20', '2026-06-06 19:40:20', 'ff96af73a95cb3ef5c7e54eb1a9af4f7', 2) ON CONFLICT(ticket_record_id, label) DO UPDATE SET updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_labels.updated_at OR (excluded.updated_at = ticket_labels.updated_at AND excluded.hash > ticket_labels.hash);
INSERT INTO ticket_labels (ticket_record_id, label, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FB0TNSRX3R6G3Y7QR4FAJPNM', 'needs-decision', '2026-06-12 10:23:21', '2026-06-12 10:23:21', NULL, 'a6311544e9503dd33805793528fc5baf', 2) ON CONFLICT(ticket_record_id, label) DO UPDATE SET updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > ticket_labels.updated_at OR (excluded.updated_at = ticket_labels.updated_at AND excluded.hash > ticket_labels.hash);
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+43
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@@ -3533,3 +3533,46 @@ CURRENT LOCATIONS: derive_basin_direction = chunk_context.rs:453-483 (false comm
RESOLUTION (D-239 §8 BINDS the D8 thalweg flow_accumulation alone is insufficient; use the true fdir): in run_layer1 (where fdir is still alive, before it''s discarded), aggregate the dominant D8 direction PER DISTRICT and carry that small per-district direction map on Layer1Output which composes directly with T-1044''s Layer1Output caching. Thread it through derive_all_districts derive_district_profile DistrictProfile.basin_direction; derive_chunk_context reads district.basin_direction. Fix the false doc comment + module contract either way. Do NOT expose the full 131KB fdir grid on DrainageResult aggregate to per-district direction in the pass.
COMPOSE WITH T-1044 (same batch, same layer1.rs/cascade.rs flow). Acceptance: chunk-scale channels respect the covering district''s D8 thalweg (flow downhill, connect across the chunk/region-seed boundary); false comment corrected; golden-seed determinism preserved.', 'done', 'medium', NULL, 'server', 'D-239', '2026-06-12 10:40:58', '2026-06-17 08:14:43.306', NULL, 'e221e440c3be0db6d0de73a2544dfb9d', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'epic', '06FB0TNSRZXCHGS16BFHSSGSV4', 'World believability — generated terrain reads uniform / incoherent', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:53:59.367', '2026-06-28 05:53:59.367', NULL, 'c09388c27f79ef43cfe8d9fe9d8fc59c', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJTXTADJRHYEE1WTAENYAG', 'story', '06FGSJNP8YM537DJCC82ZD6544', 'District climate fields lack spatial gradient — uniform moisture/precip/vegetation yields monotone terrain', 'Probe evidence (Arbour @ yolo): moisture_q=80, precip=SuperHumid, veg_class=Forest in ~every one of 2048 districts; the voxel layer then derives terrain=Wetland 100% everywhere. The derivation is LAW-CORRECT (flat + wet -> Wetland, D-239 section 8) — the defect is upstream: the district-scale climate/moisture field has near-zero cross-district variance, so there is no gradient to drive ecotones, material variety, or vegetation bands. Without gradient the ''edge-fuzzed climate'' promise is invisible (nothing to fuzz). Direction to discuss: where moisture/precip SHOULD vary (latitude, orography/rain-shadow, continentality, distance-to-water) and how to introduce believable spatial gradient into the district derivation. Believability gap, not a crash.', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:54:42.258', '2026-06-28 05:54:42.258', NULL, 'aaddcb91ab512b3ad4c6082e2eac7a7a', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJVW30PSP8K0XAWV02X7M0', 'story', '06FGSJNP8YM537DJCC82ZD6544', 'Near-zero voxel relief (0-3 m) — generated terrain has no hills or landmarks', 'Probe evidence (Arbour @ yolo): voxel elevation 0-3 m across nearly all sampled districts (only one snow upland reached 42-49 m). Flat terrain => nothing to navigate by, no landmarks, no ''specificity of place''. Either the heightmap relief is being flattened by the 512x256 working downsample + district derivation, or detail-scatter (D-227, derive-don''t-store) is not producing the mid-scale relief it is supposed to invent at the voxel tier. Direction to discuss: the relief envelope taken from the heightmap, detail-scatter amplitude, and whether the elev_q -> elevation_m mapping is collapsing the range. Believability gap.', 'backlog', 'high', NULL, 'server', 'D-227', '2026-06-28 05:54:50.008', '2026-06-28 05:54:50.008', NULL, '9f28b4d0b936b41704fe0050ade0c0de', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJWWZNWYT3C4T828ZF1QCG', 'story', '06FGSJNP8YM537DJCC82ZD6544', 'No water-body voxel generator — OpenOcean/Lake/TidalFlat render as dry land', 'Probe evidence (Arbour @ yolo, an OCEAN world): OpenOcean districts derive water=Dry 100% with vegetation Forest 62% on Wetland substrate — i.e. the sea is painted as dry forested land. Root cause (voxel.rs zone_to_family): OpenOcean/Lake/TidalFlat/Wetland fall back to the AlluvialPlain (dry-land) generator; there is no water-body generator that lays Water::Deep/Shallow for water zones, sets a sea/lake surface elevation, or forms coastlines. On an ocean world this means the majority of the surface renders wrong. Known incompleteness (the fallback is documented), filed so it has a home. Direction to discuss: a water-body morphology family (ocean / lake / tidal-flat) that sets Deep/Shallow water + substrate + coast, and how sea level (heightmap sea_level threshold) feeds it.', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:54:58.429', '2026-06-28 05:54:58.429', NULL, '32335455bf6a4aa3594d9608ffcc36f4', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJZG3WFPQ3VXBFQFM4YEWW', 'story', '06FGSJNP8YM537DJCC82ZD6544', 'Repeatable believability test protocol — cross-district contrast + coherence metrics (promote aliveness_probe)', 'Promote the throwaway probe (server/src/bin/aliveness_probe.rs) into a committed, repeatable believability test protocol — the instrument that found T-1080/T-1081/T-1082. For a body+seed it runs the deterministic cascade and emits: (1) cross-district CONTRAST/variance metrics — moisture, elevation/relief, slope, morphology-zone diversity, terrain-material diversity, vegetation gradient — the screen that catches ''uniform/dead'' worlds; (2) COHERENCE checks with pass/fail — water zones must render wet, vegetation must correlate with moisture/water-distance/slope/aspect, drainage monotonic; (3) optional per-layer PNG maps (a stopgap for the T-960 Atlas viewer). LESSON BAKED IN: the first naive ''is it vegetated'' metric reported a broken uniform world as ALIVE — so the protocol MUST measure CONTRAST + COHERENCE across samples, never marginal per-tile counts. Make it runnable per-body, deterministic (string seed -> u64), snapshot a baseline for regression. This is the D-245 ENFORCER. NOTE: today it samples at the DISTRICT tier because no production code maps a world chunk -> covering DistrictProfile yet (voxel layer is a walking skeleton). Distinct from T-1031 (binding-LAW harness); believability sibling. Relates to T-960.', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:55:19.712', '2026-06-28 05:55:19.712', NULL, '3e1032301c73c7f67834767c2a12261a', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSK19FGZAC3H25VRAV4JRFW', 'story', '06FGSJNP8YM537DJCC82ZD6544', 'Intra-class micro-habitat mosaic — seed-scattered sub-features within every terrain type', 'A third believability lever, distinct from T-1080 (macro field gradient) and T-1081 (relief): within a SINGLE terrain class the sub-chunk seed should paint a spatially-coherent mosaic of micro-habitats, generalized to ALL terrain types. Motivating case: the probe''s ''Wetland 100%'' should resolve into clearings, copses, creeks, meadows, bogs, marshes — and likewise for every other class. NOT D-210/T-948: D-210 SubBiomeVariant is a MACRO biome tag per attractor (Tundra vs TemperateForest vs Wetland) — ''which biome''. THIS is finer: the intra-class MICRO-mosaic (''texture within a class''), at sub-chunk (<64 m) scale. MECHANIC: district/biome picks the PALETTE; the sub-chunk seed (SeedDomain::Voxel) paints the MOSAIC, reusing the derive-don''t-store tier (detail_scatter.rs, domain_warp, D-227). Three properties: (1) spatially COHERENT — patches (copse/clearing/bog/meadow) are blobs via low-frequency noise; creeks are lines following micro-drainage; never per-tile salt-and-pepper. (2) causally CONDITIONED on micro-relief/micro-drainage/moisture/slope/aspect (bogs in wettest lows, meadows on drier rises, copses where drainage improves, creeks along micro-thalwegs) — legible, not random. (3) MODULATES the existing D-228 axes, not a new axis. PER-CLASS VOCAB (one mechanism, per-class data): Wetland: clearing/copse/creek/meadow/bog/marsh; Forest: glade/dense stand/deadfall/brook/fern undergrowth; Grassland: tussock/scrub island/wildflower/dry wash; Sand: dune crest/slack/hardpan/oasis/scrub clump; Rock: outcrop/scree/ledge/lichen/talus; Gravel: bar/active channel/vegetated island; Lava: fresh sheet/weathered crust/tube collapse/pioneer scrub. Needs a Q/D-record before implementation. Relates to T-948 (D-210 macro), T-1081 (relief, a conditioning input), T-1083 (protocol must measure intra-class mosaic diversity).', 'backlog', 'high', NULL, 'server', 'D-227', '2026-06-28 05:55:34.396', '2026-06-28 05:55:34.396', NULL, '07753cff879301374f7dd5c6bd343b83', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'epic', '06FB0TNSRZXCHGS16BFHSSGSV4', 'World believability — generated terrain reads uniform / incoherent', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).
---
UNIFYING PRINCIPLE (added during design discussion): multi-scale, never-repeating realization.
Real-world anchor: the entire Netherlands is ONE macro class (river delta / marshland) coherent regional identity yet it realizes as dunes, peat bogs, tidal flats, river-clay, heath, fen, reed marsh, polder, wet woodland, and NO TWO km^2 ARE THE SAME. Macro coherence and local non-stationarity are both required and are not in tension.
This reframes the epic as a multi-scale model:
- MACRO (region/body): identity "this is a delta" (coherent). -> D-210 / T-948 (SubBiomeVariant macro tag).
- MESO (~km^2, between AND within districts): the sub-biome DISTRIBUTION drifts same class, different mix every km^2. -> T-1080 (this is the real shape of that fix).
- MICRO (sub-chunk <64 m): the habitat mosaic within a patch. -> T-1084.
Two design implications:
1. Sub-biome must be a spatially-varying DISTRIBUTION, not a single tag. "Delta" resolves to a blend {tidal flat, peat bog, river-clay, reed marsh, ...} whose proportions drift across space; the micro-mosaic (T-1084) draws from the LOCAL blend. One label, many local realizations.
2. The enemy is the visible tile-repeat. "Every km^2 differs" = non-stationarity via multi-octave, domain-warped noise (extend the existing domain_warp "seam cannot align to the chunk edge" property up to the sub-biome tier). The fix for T-1080 is therefore non-repeating multi-octave VARIATION, not merely a smooth gradient (a gradient alone is still locally bland).
Test-protocol consequence (T-1083): the believability screen must measure NON-STATIONARITY e.g. that two same-class km^2 are not identical, and that local sub-biome mix drifts not just class-label diversity.', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:53:59.367', '2026-06-28 05:55:45.024', NULL, '57f128e1897b024f8dd6700b44f14564', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
INSERT INTO tickets (record_id, type, parent_record_id, title, description, status, priority, assigned_to, team, decision_ref, created_at, updated_at, deleted_at, hash, canonical_version) VALUES ('06FGSJNP8YM537DJCC82ZD6544', 'epic', '06FB0TNSRZXCHGS16BFHSSGSV4', 'World believability — generated terrain reads uniform / incoherent', 'Surfaced by the aliveness probe (server/src/bin/aliveness_probe.rs, branch fillchunk-shell-derive) run on Arbour (GJ338Bd — temperate, ocean hydrosphere) at seed ''yolo'' (u64 15217401773476501448). The deterministic cascade produces 2048 districts; the D-239 derivation LAWS fire correctly, yet the generated surface does not read as a living, real place. Across 6 probes (1 anchored ~150 chunks west of the principal city ''Arbour'' + 5 random districts) the world is uniform wet forest with the sea rendered as dry land. Key insight: this is the ''passes every binding law yet reads dead'' case — the lever is input-field VARIANCE + missing water rendering, not the laws. This epic groups the believability gaps (children) + the repeatable test protocol that found them, as a direction to discuss improvements. Sibling to T-974 (Atlas-to-tile derivation, the laws) and T-1031 (law-correctness harness).
---
UNIFYING PRINCIPLE (added during design discussion): multi-scale, never-repeating realization.
Real-world anchor: the entire Netherlands is ONE macro class (river delta / marshland) coherent regional identity yet it realizes as dunes, peat bogs, tidal flats, river-clay, heath, fen, reed marsh, polder, wet woodland, and NO TWO km^2 ARE THE SAME. Macro coherence and local non-stationarity are both required and are not in tension.
This reframes the epic as a multi-scale model:
- MACRO (region/body): identity "this is a delta" (coherent). -> D-210 / T-948 (SubBiomeVariant macro tag).
- MESO (~km^2, between AND within districts): the sub-biome DISTRIBUTION drifts same class, different mix every km^2. -> T-1080 (this is the real shape of that fix).
- MICRO (sub-chunk <64 m): the habitat mosaic within a patch. -> T-1084.
Two design implications:
1. Sub-biome must be a spatially-varying DISTRIBUTION, not a single tag. "Delta" resolves to a blend {tidal flat, peat bog, river-clay, reed marsh, ...} whose proportions drift across space; the micro-mosaic (T-1084) draws from the LOCAL blend. One label, many local realizations.
2. The enemy is the visible tile-repeat. "Every km^2 differs" = non-stationarity via multi-octave, domain-warped noise (extend the existing domain_warp "seam cannot align to the chunk edge" property up to the sub-biome tier). The fix for T-1080 is therefore non-repeating multi-octave VARIATION, not merely a smooth gradient (a gradient alone is still locally bland).
Test-protocol consequence (T-1083): the believability screen must measure NON-STATIONARITY e.g. that two same-class km^2 are not identical, and that local sub-biome mix drifts not just class-label diversity.
---
DELIVERABLE / DEFINITION OF DONE (D-245 the holy grail): this epic is "done" when the cascade''s nature layers pass the believability litmus at RANDOMLY-SAMPLED locations across all habitable bodies and world seeds ("anywhere", not curated spots). Multi-scale + never-repeating: macro identity, meso non-stationarity (no two same-class km^2 alike), micro mosaic. Automated necessary-conditions screen coherence, non-stationarity, intra-class variety, relief/landmark, climate-appropriateness under a human narrate-the-natural-history sign-off (necessary != sufficient). Enforced by T-1083; strictness ramps budgeted+advisory -> strict as thresholds calibrate. D-245 (architecture) records this as the acceptance gate for the cascade''s nature half.', 'backlog', 'high', NULL, 'server', 'D-239', '2026-06-28 05:53:59.367', '2026-06-28 05:55:49.763', NULL, 'f44dd0ce875c225d366064a218753165', 2) ON CONFLICT(record_id) DO UPDATE SET type=excluded.type, parent_record_id=excluded.parent_record_id, title=excluded.title, description=excluded.description, status=excluded.status, priority=excluded.priority, assigned_to=excluded.assigned_to, team=excluded.team, decision_ref=excluded.decision_ref, updated_at=excluded.updated_at, deleted_at=excluded.deleted_at, hash=excluded.hash, canonical_version=excluded.canonical_version WHERE excluded.updated_at > tickets.updated_at OR (excluded.updated_at = tickets.updated_at AND excluded.hash > tickets.hash);
+2
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@@ -310,6 +310,7 @@ line in place — keep the Q-record for the audit trail rather than deleting it.
- [D-242: Corp HQ settlement model — HQs are not cities; separate from the name pool, specialization-keyed, install-baked](decisions/architecture.md#d-242-corp-hq-settlement-model--hqs-are-not-cities-separate-from-the-name-pool-specialization-keyed-install-baked) — _architecture_
- [D-243: Spatial scale ladder — nested absolute containment with a single elastic planetary seam (resolves Q-110)](decisions/architecture.md#d-243-spatial-scale-ladder--nested-absolute-containment-with-a-single-elastic-planetary-seam-resolves-q-110) — _architecture_
- [D-244: Asset rendering — 3D objects in-world; 2D limited to textures + flat artwork](decisions/architecture.md#d-244-asset-rendering--3d-objects-in-world-2d-limited-to-textures--flat-artwork) — _architecture_
- [D-245: Nature-layer believability acceptance gate](decisions/architecture.md#d-245-nature-layer-believability-acceptance-gate) — _architecture_
## Open questions
@@ -396,6 +397,7 @@ line in place — keep the Q-record for the audit trail rather than deleting it.
- [Q-120: Adopt a garment-token vocabulary with generic fallback parents (the D-235 pattern, applied to clothing)?](questions/content.md#q-120-adopt-a-garment-token-vocabulary-with-generic-fallback-parents-the-d-235-pattern-applied-to-clothing) — _content_
- [Q-121: Where does cultural dress canon live — TOML registers now, prose pages in Phase 6?](questions/content.md#q-121-where-does-cultural-dress-canon-live--toml-registers-now-prose-pages-in-phase-6) — _content_
- [Q-122: Third-party asset sourcing policy — when to use CC0/purchased bases vs Trellis generation, per asset class?](questions/content.md#q-122-third-party-asset-sourcing-policy--when-to-use-cc0purchased-bases-vs-trellis-generation-per-asset-class) — _content_
- [Q-123: Believability gate threshold calibration](questions/architecture.md#q-123-believability-gate-threshold-calibration) — _architecture_
## Resolved questions
+17 -1
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@@ -1854,4 +1854,20 @@ Technical foundation decisions that constrain implementation: engine, client-ser
---
*101 decisions (D-001 through D-244, excluding gaps). Last updated: 2026-06-17 (D-244 — asset rendering direction: 3D objects in-world (Trellis environment + Quaternius characters via CharacterVisualDescriptor); 2D limited to textures + flat artwork; repurposes the early-spike sprite pipeline as the 2D-artwork generator; builds on D-148/D-149 and reconciles the sprite-era decisions D-043/D-044/D-049/D-066 (all amended); re-scopes T-961/T-1049/T-1050).*
### D-245: Nature-layer believability acceptance gate
- **Date:** 2026-06-28
- **Decision:** The cascade's **nature layers** (terrain, hydrology, climate, vegetation, sub-biome — everything that produces the *natural* environment, as distinct from the built layers: settlements/roads/buildings) are **"done" only when the believability litmus passes at randomly-sampled locations across all habitable bodies and world seeds.** The deliverable of the nature half of the cascade is **"the world reads as a living, real place *anywhere*,"** not "the layers are implemented." This is the current **holy-grail objective** for the generation cascade's nature half (the counterpart to "walkable exteriors" for the built half, [D-166](scope.md#d-166)).
- **"Anywhere" = held-out random sampling.** The gate draws *seeded-random* locations across the full surface of *multiple* habitable bodies and *multiple* world seeds — never curated spots. A body passes only when (essentially) all **land** probes pass; water is a separate coherence check. This is what stops "looks alive in the demo, dead everywhere else."
- **The litmus is multi-scale and never-repeating** (the Netherlands principle): one **macro** identity (e.g. "delta") that is **locally non-stationary** — the sub-biome *distribution* drifts every km², and no two same-class km² are identical. Macro coherence and local non-repetition are both required.
- **Automated necessary-conditions** (the screen, per probe): **(1) Coherence** — water zones render wet; vegetation is *conditioned* on moisture/water-distance/slope/aspect (not random); drainage monotonic; no impossible combos. **(2) Non-stationarity** — same-class km² measurably differ; sub-biome mix drifts; no detectable tile-period repeat. **(3) Intra-class variety** — a patch shows ≥K distinct micro-features, never 100% one material. **(4) Relief/landmark** — relief variance above a floor where the macro terrain warrants it. **(5) Climate-appropriateness** — ecology matches the climate envelope; *structured-sparse* passes, *blank* fails.
- **Irreducible human gate** — the automated checks are *necessary, not sufficient*. Final sign-off is a person reading rendered layer-maps of random probes and answering the *narrate-the-natural-history* litmus. Locked by **process** (periodic sampled review + recorded sign-off), not by code.
- **Strictness ramp** — starts **budgeted + advisory** (≥X% of land probes pass + human sign-off) and ratchets to **strict** (every land probe; hard push-gate block) once the enforcer's first baselines calibrate the thresholds — so all of Phase 4 is not blocked on an uncalibrated metric.
- **Rationale:** "Implemented" is a false summit. The aliveness probe ([T-1083](../../.pql)) showed the nature layers can pass **every binding law** ([D-239](#d-239) §8) and still render a **dead, uniform world** (`Wetland 100%`, dry ocean, no gradient). The deliverable that actually matters is *believability*, and the only way to make a gestalt judgment lockable is a random-sample gate where automated necessary-conditions **screen** a human sufficiency **sign-off**. Naming this the acceptance gate turns "feels alive" from an aspiration into a measurable, regressable target.
- **Implementation:** Enforced by **T-1083** (the believability sampling protocol — automated screen + per-layer map export for the human gate; snapshots baselines and runs in the push gate so nature cannot silently rot). Becomes the **definition-of-done** for epic **T-1079** and the needle-movers under it (**T-1080** meso non-stationarity, **T-1081** relief, **T-1082** water-bodies, **T-1084** intra-class micro-mosaic). Seeded by the probe `server/src/bin/aliveness_probe.rs`. Concrete thresholds are **TBD** — calibrated from T-1083's first baselines (a calibration Q-record may follow).
- **Cross-reference:** [D-239](#d-239) (binding laws — *necessary but not sufficient*; this is the sufficiency gate **above** them), [D-227](#d-227) (derive-don't-store — the tier the non-stationary variation lives in), [D-243](#d-243) (the scale ladder the multi-scale litmus spans: macro region / meso district / micro chunk), [D-210](#d-210) (SubBiomeVariant — amended in spirit: sub-biome must be a *spatially-varying distribution*, not a single tag, [T-948](../../.pql)), [D-166](scope.md#d-166) (generation-before-player — this defines "done" for the nature half). Tickets: T-1079 (epic), T-1080/T-1081/T-1082/T-1084 (findings), T-1083 (enforcer).
- **Dissent:** None
---
*102 decisions (D-001 through D-245, excluding gaps). Last updated: 2026-06-28 (D-245 — nature-layer believability acceptance gate: the cascade's nature layers are "done" only when the believability litmus passes at randomly-sampled locations across all habitable bodies/seeds — multi-scale, never-repeating, coherence + non-stationarity + intra-class variety + relief + climate-appropriateness, automated screen under a human sign-off, budgeted→strict; enforced by T-1083, DoD for epic T-1079).*
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---
*64 questions (13 resolved, 1 partially resolved, 50 open). Last updated: 2026-06-12.*
### Q-123: Believability gate threshold calibration
- **Status:** Open — filed 2026-06-28 alongside [D-245](../decisions/architecture.md#d-245-nature-layer-believability-acceptance-gate) (the gate names the criteria; this fixes their numbers)
- **Question:** D-245 makes "the nature layers read alive *anywhere*" the acceptance gate, screened by five automated necessary-conditions, but leaves the thresholds **TBD** pending baselines from the T-1083 enforcer. Calibrate, from T-1083's first runs across several habitable bodies × seeds:
1. **Sampling power** — probes per body, number of bodies, number of seeds that constitute "anywhere" (enough that one lucky/unlucky draw is not decisive).
2. **Non-stationarity** — the similarity metric for "two same-class km² differ" (histogram distance / feature-vector cosine) and the *minimum* dissimilarity that counts as non-repeating; plus a tile-period autocorrelation ceiling (the Netherlands "no two km² alike" rule, made numeric).
3. **Intra-class variety** — minimum distinct micro-features per sampled patch (K), per terrain class (T-1084).
4. **Relief floor** — minimum relief variance, *conditioned on the macro terrain's expectation* (a plain's floor ≠ a montane floor) (T-1081).
5. **Coherence** — the vegetation ↔ (moisture / water-distance / slope / aspect) correlation floor; the water-zone-renders-wet check (T-1082); the allowed "impossible combo" set (should be empty).
6. **Climate-appropriateness** — how "*structured-sparse* passes / *blank* fails" is measured on cold/arid bodies, so a frozen world is not failed for being legitimately sparse.
7. **Pass budget + ratchet** — the % of land probes that must pass to ship (budgeted), and the trigger to ratchet advisory → strict (hard push-gate block).
- **Cross-reference:** [D-245](../decisions/architecture.md#d-245-nature-layer-believability-acceptance-gate) (the gate this calibrates), [D-239](../decisions/architecture.md#d-239) §8/§10 (laws + budget), [D-227](../decisions/architecture.md#d-227), [D-243](../decisions/architecture.md#d-243); tickets T-1083 (enforcer — produces the baselines), T-1079 (epic), T-1080/T-1081/T-1082/T-1084.
---
*65 questions (13 resolved, 1 partially resolved, 51 open). Last updated: 2026-06-28 (Q-123 — believability gate threshold calibration, alongside D-245).*
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//! Aliveness probe — sample what the generated world *yields* at locations on a
//! body, to judge whether nature reads as a living, caused place (not just
//! law-correct). Exploratory tooling, not a test.
//!
//! It runs the real deterministic cascade (`run_cascade_from_heightmap`, up to
//! the road graph) for one body + seed, then probes a set of locations and
//! prints, for each, the authoritative per-area nature summary (`DistrictProfile`
//! — real elevation/slope/drainage/morphology/vegetation/climate derived from the
//! committed heightmap) plus a derived `VoxelColumn` sample (terrain / vegetation /
//! water / seasonal-cover / elevation) and a one-line "does it read alive" verdict.
//!
//! ## Why the *district* tier
//!
//! As of this writing the voxel layer (T-1028/T-1029) is a walking skeleton: no
//! production code maps a world chunk → its covering `DistrictProfile` yet (every
//! `derive_voxel_column` caller is a test). The `DistrictProfile` (2 km cell) is
//! therefore the finest *authoritative* nature unit the cascade actually produces,
//! so probes are addressed in district space; the voxel sample inside each is
//! illustrative ground-truth of what that district's 1 m tiles derive to.
//!
//! ```sh
//! cargo run --bin aliveness_probe -- --body GJ338Bd --seed yolo --probes 5
//! ```
use std::collections::BTreeMap;
use std::path::PathBuf;
use settled_reach_server::atlas::attractor_matching::CityRecord;
use settled_reach_server::atlas::body_params_reader::BodyParamsReader;
use settled_reach_server::atlas::cascade::{run_cascade_from_heightmap, CascadeLayer};
use settled_reach_server::atlas::chunk_context::derive_chunk_context;
use settled_reach_server::atlas::district_profile::DistrictProfile;
use settled_reach_server::atlas::heightmap::{load_heightmap_png, GRID_H, GRID_W};
use settled_reach_server::atlas::scale::{
self, ChunkPos, DistrictPos, CHUNKS_PER_DISTRICT, CHUNK_M,
};
use settled_reach_server::atlas::voxel::derive_voxel_column;
use settled_reach_server::seed::SeedChain;
use settled_reach_server::simulation::generator::SettlementClass;
const DEFAULT_SEA_LEVEL: f32 = 0.3;
/// 150 chunks (the original question's offset) in metres = 9 600 m.
const ANCHOR_OFFSET_CHUNKS: i32 = 150;
fn main() {
let args = Args::parse(std::env::args().skip(1));
let world_seed = fnv1a64(args.seed.as_bytes());
eprintln!(
"aliveness probe — body={} seed=\"{}\" (u64={world_seed}) probes={}",
args.body, args.seed, args.probes
);
// ── Inputs (DB-free cascade; we resolve its inputs here) ────────────────
let db_path = first_existing(&["server/data/systems.db", "data/systems.db"])
.expect("systems.db not found (run from repo root)");
let hm_path = find_heightmap(&args.body).unwrap_or_else(|| {
panic!(
"no heightmap.png under wiki/star-systems/*/bodies/{}/",
args.body
)
});
let params = BodyParamsReader::open(&db_path)
.expect("open systems.db")
.read_body_params(&args.body)
.expect("read body params");
let cities = read_cities(&db_path, &args.body);
eprintln!(
"loaded heightmap {} | planet_class={:?} hydrosphere={:?} | {} settlements",
hm_path.display(),
params.planet_class,
params.hydrosphere,
cities.len()
);
// ── Run the real cascade through the road graph ─────────────────────────
let hm = load_heightmap_png(&hm_path, &args.body, DEFAULT_SEA_LEVEL).expect("load heightmap");
let working = if hm.width > GRID_W || hm.height > GRID_H {
hm.downsample(GRID_W, GRID_H)
} else {
hm
};
let body_seed = SeedChain::for_body(world_seed, &args.body);
let snapshot = run_cascade_from_heightmap(
body_seed,
working,
&cities,
None,
Some(&params),
CascadeLayer::RoadGraph,
);
let bws = snapshot.into_body_world_state();
let districts = &bws.districts;
if districts.is_empty() {
eprintln!("cascade produced no districts — cannot probe (body params missing?). Aborting.");
std::process::exit(1);
}
let keys: Vec<DistrictPos> = districts.keys().copied().collect();
eprintln!(
"cascade: {} districts, {} settlement placements",
districts.len(),
bws.placements.len()
);
// ── Principal city (ranked by placement score; per-city pop is 0 in DB) ──
let name_of: BTreeMap<u64, &str> = cities
.iter()
.map(|c| (c.city_id, c.name.as_str()))
.collect();
let principal = bws.placements.iter().max_by_key(|p| p.score);
println!(
"\n================ {} (seed \"{}\") ================",
args.body, args.seed
);
let anchor_district = match principal {
Some(p) => {
let dp = scale::heightmap_pixel_to_district(p.position);
println!(
"principal settlement: {} @ pixel {:?} → district {:?} (ranked by placement score {}, since per-city population is 0 in the DB)",
name_of.get(&p.city_id).copied().unwrap_or("<unnamed>"),
p.position,
dp,
p.score
);
// "≈150 chunks west" = 9 600 m west = ~4.7 districts. West = x.
let west_districts = (ANCHOR_OFFSET_CHUNKS * CHUNK_M) / scale::DISTRICT_M; // = 4
Some((dp.0 - west_districts.max(1) - 1, dp.1)) // round 4.7 → 5 west
}
None => {
println!("no settlement placements — skipping the anchored probe.");
None
}
};
// ── The anchored probe (the location originally asked about) ────────────
if let Some(adp) = anchor_district {
println!(
"\n---- ANCHORED PROBE: ≈{ANCHOR_OFFSET_CHUNKS} chunks (9.6 km) west of the principal city ----"
);
match nearest_present(districts, adp) {
Some((dp, prof)) => probe(
&args.body,
world_seed,
dp,
prof,
if dp == adp {
""
} else {
"(nearest land district to the target point — target itself is off-map / open ocean)"
},
),
None => println!(" target {adp:?} and neighbours are off-map; nothing to sample."),
}
}
// ── N random probes (deterministic from the seed) ───────────────────────
println!("\n---- {} RANDOM PROBES ----", args.probes);
for i in 0..args.probes {
let pick = (fnv1a64(format!("{}/{i}", args.seed).as_bytes()) % keys.len() as u64) as usize;
let dp = keys[pick];
probe(&args.body, world_seed, dp, &districts[&dp], "");
}
println!("\n(district tier — voxel addressing is not production-wired yet; voxel rows are illustrative ground-truth derived for a representative chunk of each district.)");
}
/// Probe one district: print its profile + a derived voxel-column sample + verdict.
fn probe(body: &str, world_seed: u64, dp: DistrictPos, prof: &DistrictProfile, note: &str) {
// Representative chunk at the district centre (32 chunks / district).
let chunk: ChunkPos = (
dp.0 * CHUNKS_PER_DISTRICT + CHUNKS_PER_DISTRICT / 2,
dp.1 * CHUNKS_PER_DISTRICT + CHUNKS_PER_DISTRICT / 2,
);
let ctx = derive_chunk_context(world_seed, body, prof, chunk, None);
// Sample a 16×16 grid over the 64 m chunk (every 4 m).
let mut terrain: BTreeMap<String, u32> = BTreeMap::new();
let mut veg: BTreeMap<String, u32> = BTreeMap::new();
let mut water: BTreeMap<String, u32> = BTreeMap::new();
let mut cover: BTreeMap<String, u32> = BTreeMap::new();
let (mut elev_min, mut elev_max, mut elev_sum, mut n) = (i32::MAX, i32::MIN, 0i64, 0i64);
for sx in 0..16 {
for sy in 0..16 {
let tx = chunk.0 * CHUNK_M + sx * 4;
let ty = chunk.1 * CHUNK_M + sy * 4;
let col = derive_voxel_column(world_seed, body, prof, &ctx, tx, ty);
*terrain.entry(format!("{:?}", col.terrain)).or_default() += 1;
*veg.entry(format!("{:?}", col.vegetation)).or_default() += 1;
*water.entry(format!("{:?}", col.water)).or_default() += 1;
*cover.entry(format!("{:?}", col.cover)).or_default() += 1;
elev_min = elev_min.min(col.elevation_m);
elev_max = elev_max.max(col.elevation_m);
elev_sum += col.elevation_m as i64;
n += 1;
}
}
println!("\n• district {dp:?} {note}");
println!(
" zone={:?} elev_q={} slope_q={} ocean%q={} moisture_q={} temp={} precip={:?} veg_class={:?} glaciation={:?} basin={:?}",
prof.morphology_zone,
prof.elev_q,
prof.slope_q,
prof.ocean_fraction_q,
prof.moisture_q,
prof.temperature_c.map(|t| format!("{t:.1}°C")).unwrap_or_else(|| "n/a".into()),
prof.precipitation_class,
prof.vegetation_class,
prof.glaciation_grade,
prof.basin_direction,
);
println!(
" channel: {} width={} m elevation: {}{} m (mean {})",
if ctx.has_active_channel {
"ACTIVE river/stream"
} else {
"none"
},
ctx.channel_width_m,
elev_min,
elev_max,
elev_sum / n.max(1),
);
println!(" terrain: {}", fmt_hist(&terrain, n));
println!(" vegetation: {}", fmt_hist(&veg, n));
println!(
" water: {} cover: {}",
fmt_hist(&water, n),
fmt_hist(&cover, n)
);
println!(
"{}",
verdict(&ctx_summary(&veg, &water, &cover, n), elev_max - elev_min)
);
}
struct Summary {
veg_alive_pct: u32,
water_pct: u32,
frozen_pct: u32,
}
fn ctx_summary(
veg: &BTreeMap<String, u32>,
water: &BTreeMap<String, u32>,
cover: &BTreeMap<String, u32>,
n: i64,
) -> Summary {
let n = n.max(1) as u32;
let barren = veg.get("Barren").copied().unwrap_or(0);
let dry = water.get("Dry").copied().unwrap_or(0);
let none_cover = cover.get("None").copied().unwrap_or(0);
Summary {
veg_alive_pct: 100 * (n - barren) / n,
water_pct: 100 * (n - dry) / n,
frozen_pct: 100 * (n - none_cover) / n,
}
}
/// A blunt heuristic "does this read as living nature" line. Not a metric of
/// record — a prompt for the eye.
fn verdict(s: &Summary, relief_m: i32) -> String {
let mut signals: Vec<String> = Vec::new();
if s.veg_alive_pct >= 50 {
signals.push(format!("vegetated ({}%)", s.veg_alive_pct));
} else if s.veg_alive_pct > 0 {
signals.push(format!("sparse life ({}%)", s.veg_alive_pct));
} else {
signals.push("barren".into());
}
if s.water_pct > 0 {
signals.push(format!("water present ({}%)", s.water_pct));
}
if s.frozen_pct >= 50 {
signals.push(format!("snow/ice {}%", s.frozen_pct));
}
if relief_m >= 20 {
signals.push(format!("relief {relief_m} m (hills/landmarks)"));
} else if relief_m <= 2 {
signals.push("flat".into());
}
let alive = s.veg_alive_pct >= 30 || s.water_pct >= 20 || relief_m >= 20;
format!(
"{}{}",
if alive {
"reads ALIVE"
} else {
"reads thin/dead"
},
signals.join(", ")
)
}
fn fmt_hist(h: &BTreeMap<String, u32>, n: i64) -> String {
let n = n.max(1);
let mut v: Vec<(&String, &u32)> = h.iter().collect();
v.sort_by(|a, b| b.1.cmp(a.1));
v.iter()
.map(|(k, c)| format!("{} {}%", k, 100 * **c as i64 / n))
.collect::<Vec<_>>()
.join(", ")
}
/// Find the district at `dp`, else the nearest present district within a small ring.
fn nearest_present(
districts: &BTreeMap<DistrictPos, DistrictProfile>,
dp: DistrictPos,
) -> Option<(DistrictPos, &DistrictProfile)> {
if let Some(p) = districts.get(&dp) {
return Some((dp, p));
}
for r in 1..=8 {
for dx in -r..=r {
for dy in -r..=r {
let q = (dp.0 + dx, dp.1 + dy);
if let Some(p) = districts.get(&q) {
return Some((q, p));
}
}
}
}
None
}
// ---------------------------------------------------------------------------
// Inputs
// ---------------------------------------------------------------------------
fn read_cities(db: &PathBuf, body: &str) -> Vec<CityRecord> {
let conn = rusqlite::Connection::open(db).expect("open db for cities");
let mut stmt = conn
.prepare(
"SELECT id, name, COALESCE(economic_role,'service_mixed'), COALESCE(population,0)
FROM atlas_city_names WHERE body_id = ?1 ORDER BY id",
)
.expect("prepare city query");
let rows = stmt
.query_map([body], |r| {
Ok(CityRecord {
city_id: r.get::<_, i64>(0)? as u64,
name: r.get(1)?,
// Per-city settlement_class is unset in the DB pool; the budget
// class is the default the read-set assumes (city_context_reader).
settlement_class: SettlementClass::PopulationBudget,
economic_role: r.get(2)?,
population: r.get(3)?,
})
})
.expect("city query")
.filter_map(Result::ok)
.collect();
rows
}
/// Glob `wiki/star-systems/*/bodies/<body>/heightmap.png`.
fn find_heightmap(body: &str) -> Option<PathBuf> {
for base in ["wiki/star-systems", "../wiki/star-systems"] {
let root = PathBuf::from(base);
let Ok(systems) = std::fs::read_dir(&root) else {
continue;
};
for sys in systems.flatten() {
let cand = sys.path().join("bodies").join(body).join("heightmap.png");
if cand.is_file() {
return Some(cand);
}
}
}
None
}
fn first_existing(paths: &[&str]) -> Option<PathBuf> {
paths.iter().map(PathBuf::from).find(|p| p.is_file())
}
// ---------------------------------------------------------------------------
// Args + hashing
// ---------------------------------------------------------------------------
struct Args {
body: String,
seed: String,
probes: u32,
}
impl Args {
fn parse(args: impl Iterator<Item = String>) -> Self {
let mut body = "GJ338Bd".to_string();
let mut seed = "yolo".to_string();
let mut probes = 5u32;
let mut it = args.peekable();
while let Some(a) = it.next() {
match a.as_str() {
"--body" => body = it.next().unwrap_or(body),
"--seed" => seed = it.next().unwrap_or(seed),
"--probes" => probes = it.next().and_then(|s| s.parse().ok()).unwrap_or(probes),
_ => {}
}
}
Args { body, seed, probes }
}
}
/// FNV-1a 64-bit — a stable, dependency-free string→u64 so `--seed yolo` maps to
/// a deterministic world seed (reproducible across runs, unlike std's RandomState).
fn fnv1a64(bytes: &[u8]) -> u64 {
let mut h: u64 = 0xcbf2_9ce4_8422_2325;
for &b in bytes {
h ^= b as u64;
h = h.wrapping_mul(0x0000_0100_0000_01b3);
}
h
}