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GEO-INFER Framework

GEO-INFER is a 44-module geospatial inference monorepo for spatial analysis, active inference, domain modeling, agent workflows, and repository validation.

Current Repository Facts

Metric Value
Modules 44
Python source files 884
Python test files 440
Tracked README.md files 828
Tracked AGENTS.md files 827

Quick Start

uv sync --all-extras
uv run python GEO-INFER-TEST/validate_repo_contracts.py --strict-source-language --skip-import-smoke
uv run python GEO-INFER-TEST/run_unified_tests.py --category unit

Module Index

Module Package Source files Test files
GEO-INFER-ACT geo_infer_act 39 23
GEO-INFER-AG geo_infer_ag 15 9
GEO-INFER-AGENT geo_infer_agent 26 13
GEO-INFER-AI geo_infer_ai 15 11
GEO-INFER-ANT geo_infer_ant 21 7
GEO-INFER-API geo_infer_api 13 9
GEO-INFER-APP geo_infer_app 13 7
GEO-INFER-ART geo_infer_art 21 7
GEO-INFER-BAYES geo_infer_bayes 32 13
GEO-INFER-BIO geo_infer_bio 9 7
GEO-INFER-CIV geo_infer_civ 8 6
GEO-INFER-CLIMATE geo_infer_climate 13 7
GEO-INFER-COG geo_infer_cog 20 11
GEO-INFER-COMMS geo_infer_comms 19 7
GEO-INFER-DATA geo_infer_data 23 19
GEO-INFER-ECON geo_infer_econ 34 12
GEO-INFER-EDU geo_infer_edu 7 6
GEO-INFER-EMERGENCY geo_infer_emergency 7 6
GEO-INFER-ENERGY geo_infer_energy 11 8
GEO-INFER-EXAMPLES geo_infer_examples 4 4
GEO-INFER-FOREST geo_infer_forest 11 8
GEO-INFER-GIT geo_infer_git 20 7
GEO-INFER-HEALTH geo_infer_health 18 9
GEO-INFER-INTRA geo_infer_intra 11 7
GEO-INFER-IOT geo_infer_iot 16 7
GEO-INFER-LOG geo_infer_log 18 8
GEO-INFER-MARINE geo_infer_marine 12 8
GEO-INFER-MATH geo_infer_math 66 16
GEO-INFER-METAGOV geo_infer_metagov 23 12
GEO-INFER-NORMS geo_infer_norms 19 8
GEO-INFER-OPS geo_infer_ops 23 11
GEO-INFER-ORG geo_infer_org 8 6
GEO-INFER-PEP geo_infer_pep 33 9
GEO-INFER-PLACE geo_infer_place 29 14
GEO-INFER-REQ geo_infer_req 8 6
GEO-INFER-RISK geo_infer_risk 29 10
GEO-INFER-SEC geo_infer_sec 21 9
GEO-INFER-SIM geo_infer_sim 14 4
GEO-INFER-SPACE geo_infer_space 83 29
GEO-INFER-SPM geo_infer_spm 26 16
GEO-INFER-TEST geo_infer_test 13 18
GEO-INFER-TIME geo_infer_time 15 13
GEO-INFER-TRANSPORT geo_infer_transport 7 6
GEO-INFER-WATER geo_infer_water 11 7

Validation

  • Repository contracts: uv run python GEO-INFER-TEST/validate_repo_contracts.py --strict-source-language
  • Skill contracts: uv run python GEO-INFER-TEST/validate_skills.py --check-xrefs
  • Unit tests: uv run python GEO-INFER-TEST/run_unified_tests.py --category unit
  • Integration tests: uv run python GEO-INFER-TEST/run_unified_tests.py --category integration
  • H3 contracts: uv run python GEO-INFER-TEST/run_unified_tests.py --h3-migration

Documentation Policy

README.md and AGENTS.md files describe current, discoverable repository state. Do not add aspirational APIs to these files unless the implementation, export path, and validation command exist in this checkout.

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