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JensandClaude Opus 5 2cd2c49389 calibrate a confidence threshold from one inference pass 
Threshold calibration ran the model over every tile once per threshold — three
GPU passes to compare 0.50, 0.25 and 0.15 on a hundred-tile raster. The answer
is already in a single run at the lowest value: detections above a higher cut
are a subset of it, and duplicate suppression walks candidates in descending
confidence, so a lower-confidence box can never displace a higher-confidence
one. The kept set above any cut is identical whichever threshold the run used,
which is what makes one pass sufficient rather than merely cheaper.

QA now takes calibration_thresholds and reads each operating point off the same
precision/recall walk it already performs, marking the F1-optimal cut. The lab
runs inference once and fills its table from the sweep.

The contract test asserted the per-threshold loop by name, pinning the waste it
was meant to describe. It now states what calibration owes an operator: a row
per requested threshold, from one run.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-22 19:37:19 +02:00
..
00-start
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
11-quality
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
12-build-control
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
13-implementation-traps
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
15-tomorrow-execution
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
16-autonomy-governance
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
17-max-prep
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
18-ultra-prep
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
19-architect-audit
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
20-run-readiness
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
30-codex-optimization
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
40-build-launch
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
accuracy-program
make building results authority-first after V74 evaluation
2026-08-10 04:44:29 +02:00
assets/portfolio
Refresh README and production screenshots
2026-07-30 12:38:04 +02:00
governance
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
reviews
evaluate models on fresh regional calibration AOIs
2026-08-09 22:36:27 +02:00
screenshots
Overhaul GeoIntel model selection and map UX
2026-08-01 15:18:06 +02:00
specs
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
superpowers
Record filtered YOLO dataset evidence
2026-07-11 23:04:54 +02:00
workflows
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
.gitkeep
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ACCEPTANCE_CRITERIA.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ACCEPTANCE_MATRIX.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ACCEPTANCE_TEST_CATALOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
AI_PIPELINES.md
fix(ai): bind model scope to immutable geometry
2026-08-09 10:54:52 +02:00
ANALYSIS_ENGINE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ANALYSIS_SPECIFICATIONS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
API_CONTRACT_FREEZE_M2.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
API_CONTRACTS.md
calibrate a confidence threshold from one inference pass
2026-08-22 19:37:19 +02:00
API_EXAMPLE_RESPONSES.md
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
API_SPECIFICATION.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ARCHITECTURE.md
fix: restore GeoIntel and upgrade Atlas workbench
2026-07-26 00:45:44 +02:00
AUDIT_REMEDIATION_ROADMAP.md
feat: add governed nationwide AOI orchestration and CUDA enforcement
2026-07-26 05:23:33 +02:00
BACKEND_PACKAGE_MAP.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
BATHYMETRY_EXPANSION_ROADMAP.md
Add governed SPW bathymetry analysis
2026-07-19 04:07:01 +02:00
BELGIUM_BUILDING_TRAINING_LOOP.md
Refresh Belgian training gap evidence
2026-07-29 18:32:44 +02:00
BUILD_GOVERNANCE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
BUILD_STATUS.md
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
BUILD_TICKETS_M3.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CHANGE_DETECTION_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CHANGELOG_M4.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CI_CD_SPECIFICATION.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CI_SUPPLY_CHAIN.md
Handle shadowed gosu scan finding
2026-07-18 04:41:23 +02:00
CODEX_AUTONOMOUS_RUNBOOK_M4.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_BOOTSTRAP_PROMPT.md
Prepare GeoIntel 1.0.0 release candidate
2026-07-18 07:59:38 +02:00
CODEX_BUILD_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_EXECUTION_LOG.md
fix workbench illustration contrast
2026-08-21 22:48:07 +02:00
CODEX_EXECUTION_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_MASTER_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_0_REPO_AUDIT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_1_BACKEND_FOUNDATION.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_2_DATABASE_AND_MODELS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_3_DATASET_MANAGER.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_4_RASTER_VECTOR_CORE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_5_FRONTEND_WORKBENCH_SHELL.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_6_DETECTION_QA_SKELETON.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PASS_MATRIX_M3.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_1_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_2_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_3_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_4_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_5_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_6_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_7_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PHASE_8_PROMPT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
CODEX_PROMPT_M5_LONG_AUTONOMOUS_BUILD.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
COMPONENT_BREAKDOWN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DATA_CATALOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DATA_COVERAGE_STATUS.md
feat: complete Wallonia land cover and terrain sources
2026-07-22 06:28:46 +02:00
DATA_OPERATIONS_RUNBOOK.md
Separate RC10 manifest provenance warnings
2026-07-18 07:32:57 +02:00
DATA_PRIVACY_AND_LICENSING.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DATA_SOURCES.md
feat: complete Wallonia land cover and terrain sources
2026-07-22 06:28:46 +02:00
DATA_SPECIFICATION.md
feat: complete Wallonia land cover and terrain sources
2026-07-22 06:28:46 +02:00
DATABASE_IMPLEMENTATION_PLAN.md
feat(provenance): govern source snapshots and data inputs
2026-08-01 23:46:17 +02:00
DATABASE_SCHEMA.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DATASET_STRATEGY.md
feat: provision regional Kempen context layers
2026-07-14 20:07:03 +02:00
DATAVINDPLAATS_SOURCE_ROADMAP.md
feat: add cross-domain Mol data profile
2026-07-16 03:06:36 +02:00
DEFINITION_OF_DONE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEFINITION_OF_READY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEMO_FIXTURE_MANIFEST.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEMO_SCENARIOS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEMO_USE_CASES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEPENDENCY_LOCK_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DEPENDENCY_POLICY.md
Pin Tower-compatible CUDA runtime
2026-08-01 16:06:15 +02:00
DESIGN_SYSTEM.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DETECTION_CLASSES_CATALOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DETECTION_PIPELINE_SPEC.md
Suppress duplicate YOLO tile detections
2026-07-09 10:55:45 +02:00
DEVELOPMENT_RULES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DOMAIN_MODEL.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
DUAL_DISPLAY_WORKFLOW.md
add synchronized dual-display workbench
2026-08-21 21:50:40 +02:00
ENVIRONMENT_SPEC.md
Add governed Statbel edition probe
2026-07-16 22:14:48 +02:00
ERROR_HANDLING_AND_STATUSES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
EXTERNAL_SERVICES_ADAPTERS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
FIXTURE_STRATEGY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
FRONTEND_ROUTE_MAP.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
FRONTEND_STATE_AND_API_CLIENT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
FRONTEND_STATE_CONTRACTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
GEOINTEL_STYLE_GUIDE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
GEOSPATIAL_VALIDATION_RULES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
HEALTHCHECK_CONTRACTS.md
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
IMPLEMENTATION_BACKLOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
IMPLEMENTATION_EPICS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
IMPLEMENTATION_GAP_REPORT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
JOB_LIFECYCLE_CONTRACT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
JOB_LIFECYCLE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
KNOWN_LIMITATIONS_M3.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
KNOWN_LIMITATIONS.md
claim analysis jobs atomically and keep acquisition on its official host
2026-08-22 15:59:01 +02:00
LOCAL_DEVELOPMENT_RUNBOOK.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M0_HANDOFF_SUMMARY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M1_HANDOFF_SUMMARY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M2_ENGINEERING_PACKAGE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M3_HANDOFF_SUMMARY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M3_IMPLEMENTATION_READINESS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M4_AUTONOMOUS_BUILD_READINESS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M5_OPERATIONAL_READINESS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_ARTIFACT_MANIFEST.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_AUTONOMY_BOUNDARIES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_CODEX_AUTONOMY_PACK.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_FAILURE_RECOVERY_PLAYBOOK.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_FINAL_HANDOFF_TEMPLATE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_GAP_REGISTRY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_HANDOFF_SUMMARY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_NEXT_DAY_EXECUTION_CHECKLIST.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_QUALITY_GATES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
M6_SELF_REVIEW_CHECKLIST.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MIGRATION_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MODEL_REGISTRY_SEED.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MODEL_REGISTRY_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MODULE_BUILD_CONTRACTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MODULE_CONTRACTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
MODULES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
OBSERVABILITY_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
PERFORMANCE_BUDGETS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
POST_RC_DATA_COVERAGE_ROADMAP_BELGIUM_NORTH_SEA.md
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
PRODUCT_BLUEPRINT.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
PRODUCT_VISION.md
Prepare GeoIntel 1.0.0 release candidate
2026-07-18 07:59:38 +02:00
PROJECT_PROFESSIONALIZATION_AUDIT_2026-07-27.md
Update
2026-07-27 23:28:43 +02:00
PROPOSED_IMPROVEMENTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
PYTORCH_MODEL_PROGRAM.md
docs: add complete Belgium PyTorch training roadmap
2026-07-26 21:48:00 +02:00
PYTORCH_TRAINING_ROADMAP_BELGIUM.md
Audit Belgian corpus splits and record CUDA evidence
2026-07-26 22:29:02 +02:00
QA_QC_ENGINE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
QA_QC_SPECIFICATION.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
QUEUE_ARCHITECTURE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
RASTER_OPERATIONS_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
RC_ROADMAP_BELGIUM_NORTH_SEA.md
Complete RC11 release acceptance
2026-07-18 08:33:40 +02:00
RC_SCOPE_FREEZE_BELGIUM_NORTH_SEA.md
Start autonomous Belgium and North Sea RC
2026-07-18 00:12:34 +02:00
README.md
Complete RC11 release acceptance
2026-07-18 08:33:40 +02:00
RELEASE_PROCESS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
RELEASE_RUNBOOK.md
Finalize GeoIntel 1.0.0 release identity
2026-07-19 12:07:04 +02:00
REPOSITORY_CONVENTIONS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ROADMAP.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
ROLLBACK_AND_RECOVERY.md
Complete temporal detection safety gate
2026-07-18 00:53:00 +02:00
SECURITY_AND_DATA_BOUNDARIES.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SECURITY_CHECKLIST.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SEED_DATA_PLAN.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SEGMENTATION_CLASSES_CATALOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SEGMENTATION_PIPELINE_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SERVICE_ARCHITECTURE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SERVICE_IO_CONTRACTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SPECIFICATION_FREEZE_M0.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
SPRINT_BOARD_M4.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
STORAGE_ARCHITECTURE.md
Add governed SPW bathymetry analysis
2026-07-19 04:07:01 +02:00
TEST_CATALOG.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
TEST_STRATEGY.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
TODO.md
refine responsive workbench gui
2026-08-21 22:35:17 +02:00
TROUBLESHOOTING_RUNBOOK.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
UI_DESIGN_SYSTEM.md
feat(ui): align workbench with Stitch screens
2026-07-19 16:38:17 +02:00
UI_PAGE_SPECIFICATIONS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
UI_ROUTE_CONTRACTS.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
UI_UX_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
UX_PERFORMANCE_BUDGETS.md
Harden RC9 UX and performance states
2026-07-18 06:37:54 +02:00
UX_PREMIUM_ATLAS_PASS_2026-07-26.md
docs: record Atlas deployment evidence
2026-07-26 00:48:09 +02:00
V1_SCOPE_FREEZE.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00
VECTOR_OPERATIONS_SPEC.md
Initial GeoIntel V1 foundation
2026-06-16 23:36:32 +02:00

README.md

GeoIntel Docs Index

Start with these active release controls:

  • 00-start/START_HERE.md
  • RC_SCOPE_FREEZE_BELGIUM_NORTH_SEA.md
  • RC_ROADMAP_BELGIUM_NORTH_SEA.md
  • RELEASE_RUNBOOK.md
  • KNOWN_LIMITATIONS.md
  • DEFINITION_OF_DONE.md

The milestone and sprint documents below are retained as historical design and implementation evidence. TODO.md is an implementation archive, not the active release board.

Product foundation

  • PRODUCT_VISION.md
  • PRODUCT_BLUEPRINT.md
  • SPECIFICATION_FREEZE_M0.md
  • V1_SCOPE_FREEZE.md
  • M0_HANDOFF_SUMMARY.md

Data and processing

  • DATASET_STRATEGY.md
  • DATA_CATALOG.md
  • DATA_SPECIFICATION.md
  • DATA_SOURCES.md
  • RASTER_OPERATIONS_SPEC.md
  • VECTOR_OPERATIONS_SPEC.md
  • DETECTION_PIPELINE_SPEC.md
  • SEGMENTATION_PIPELINE_SPEC.md
  • CHANGE_DETECTION_SPEC.md
  • ANALYSIS_SPECIFICATIONS.md
  • QA_QC_SPECIFICATION.md
  • FIXTURE_STRATEGY.md

Architecture

  • ARCHITECTURE.md
  • SERVICE_ARCHITECTURE.md
  • DATABASE_SCHEMA.md
  • API_SPECIFICATION.md
  • STORAGE_ARCHITECTURE.md
  • REPOSITORY_CONVENTIONS.md

UI and modules

  • MODULES.md
  • UI_UX_SPEC.md
  • UI_PAGE_SPECIFICATIONS.md
  • COMPONENT_BREAKDOWN.md

Historical execution

  • CODEX_MASTER_PROMPT.md
  • CODEX_EXECUTION_PLAN.md
  • CODEX_BUILD_PLAN.md
  • CODEX_EXECUTION_LOG.md
  • ACCEPTANCE_CRITERIA.md
  • TODO.md (historical implementation archive)
  • IMPLEMENTATION_BACKLOG.md
  • DEVELOPMENT_RULES.md
  • AGENTS.md
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