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DarriEy/CAS

https://github.com/DarriEy/CAS · scanned 2026-06-17 01:26 UTC (1 month, 2 weeks ago)

74 raw signals (0 security + 74 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -5.5 (diff) · 56 actionable findings from 1 signal source. 18 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
71.2
/100
Security checks
71
0 findings
System graph
71
88.9% cov · 56 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 3 Medium 3 Low 33 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 56 Crowd 0 Layer: Software 9 Hardware 1 Security 3 Cicd 3 Quality 40
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Scan summary Repository scanned at 71.2/100 with 88.9% coverage. It contains 1852 nodes across 7 cross-layer flows, written primarily in mixed languages. Engine surfaced 74 findings — concentrated in quality (52), software (9), cicd (8). Risk profile is high: 0 critical, 3 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 39 of 56 actionable findings. 74 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high System graph security auth conf 1.00 FastAPI POST `batch_extract_attributes` without auth dependency — src/cas/api/app.py:119
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
src/cas/api/app.py:119 securityAuth fastapi unauth mutation
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in src/cas/connectors/national_wcs.py:311
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
src/cas/connectors/national_wcs.py:311 Tls verify false
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in src/cas/monitor/reachability.py:210
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
src/cas/monitor/reachability.py:210 Tls verify false
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/docs.yml CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/provider-health.yml CI/CD securitySupply chainGithub actions
low System graph hardware Supply chain conf 1.00 2 occurrences Docker base image is tag-pinned but not digest-pinned: python:3.12-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
lines 6, 15
Dockerfile:6, 15 (2 hits)
containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 6 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v5 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 6 locations
.github/workflows/provider-health.yml:26, 65, 110, 144 (4 hits)
.github/workflows/ci.yml:20
.github/workflows/docs.yml:48
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 11 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/cas/api_sync.py:extract_raster_sync, src/cas/extract/engine.py:extract_raster This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
11 occurrences
repo-level (11 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: src/cas/connectors/biodiversity.py:extract, src/cas/connectors/usgs_gap.py:extract, src/cas/connectors/fia_forest.py:extract This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidat…
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: src/cas/client/__init__.py:providers, src/cas/client/__init__.py:provider, src/cas/client/__init__.py:providers, src/cas/client/__init__.py:provider This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 77 places
Functions with the same first-5-line body hash: src/cas/connectors/ssurgo_hsg.py:extract, src/cas/connectors/worldpop.py:extract, src/cas/connectors/isdasoil.py:extract, src/cas/connectors/canopy_height.py:extract This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see h…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2010_v1` in src/cas/connectors/global_ecosystems.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2015_v1` in src/cas/connectors/global_crops_irrigation.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2017_v1` in src/cas/connectors/glacier_cover.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2017_v1` in src/cas/connectors/glim.py:39
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2017_v1` in src/cas/connectors/global_soil_erosion.py:44
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2017_v1` in src/cas/connectors/terrain_derivatives.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2018_v1` in src/cas/connectors/global_imperviousness.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `0cm_2019_v1` in src/cas/connectors/global_hydro_soil.py:52
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `2019_v1` in src/cas/connectors/global_surface_water.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `2022_v1` in src/cas/connectors/global_vegetation.py:36
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `catchments_v1` in tests/test_mirror_geofabrics.py:164
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `glhymps_v2` in src/cas/mirror/store.py:11
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `glhymps_v2` in tests/test_mirror_glhymps_extract.py:57
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `IslandsDEM_v1` in src/cas/connectors/islands_dem.py:47
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `model_copy` in tests/test_mirror_import.py:310
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `WHYMAP_WOKAM_v1` in src/cas/mirror/datasets.py:243
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `WHYMAP_WOKAM_v1` in tests/test_mirror_registry.py:68
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: check_health
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/connectors/base.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: describe_geotiff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/extract/raster.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: iter_providers
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/client/__init__.py:264
low System graph software Dead code conf 1.00 Possibly dead Python function: mosaic_cog_windows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/extract/raster.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: rate_limit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/api/security.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: require_api_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/api/security.py:37
low System graph software Dead code conf 1.00 Possibly dead Python function: tdx_vpus_for_bbox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/mirror/units.py:233
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/core/registry.py:18
low System graph software Dead code conf 1.00 Possibly dead Python function: write_geotiff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/cas/extract/raster.py:126
low System graph quality Complexity conf 1.00 Very large file: src/cas/connectors/national_europe.py (2882 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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