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WeathermanAAA/tat-satellite-render

https://github.com/WeathermanAAA/tat-satellite-render · scanned 2026-06-16 00:55 UTC (2 months, 1 week ago)

65 raw signals (8 security + 57 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 53 actionable findings from 2 signal sources. 18 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
97.3
/100
Security checks
97
4 findings
System graph
97
88.9% cov · 49 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 5 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 4 System graph 49 Crowd 0 Layer: Quality 42 Software 6 Frontend 1 Security 2 Cicd 1 Api 1
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Scan summary Repository scanned at 97.3/100 with 88.9% coverage. It contains 1271 nodes across 2 cross-layer flows, written primarily in mixed languages. Engine surfaced 57 findings — concentrated in quality (46), software (6), security (2). Risk profile is high: 0 critical, 1 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 32 of 53 actionable findings. 71 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 Security checks quality Quality conf 0.76 Foundry mined schema ui api mismatch: WeathermanAAA/tat-satellite-render
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: supported_by_high_confidence_link Rep…
high Security checks quality Testing conf 0.78 Foundry mined test ci gap after feedback: WeathermanAAA/tat-satellite-render
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: weak_supervision_needs_…
high System graph security auth conf 1.00 FastAPI POST `render` without auth dependency — app.py:382
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
app.py:382 securityAuth fastapi unauth mutation
medium Security checks quality Practices conf 0.62 7 occurrences Foundry mined assumption checks: WeathermanAAA/tat-satellite-render
Comment chain pattern product: assumption_checks Repo: WeathermanAAA/tat-satellite-render Thread: WeathermanAAA/tat-satellite-render#8 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: …
7 occurrences
repo-level (7 hits)
medium Security checks quality maintenance conf 0.70 5 occurrences Foundry mined blueprint gap alignment: WeathermanAAA/tat-satellite-render
Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …
5 occurrences
repo-level (5 hits)
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 security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
low System graph quality Integrity conf 1.00 6 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `CYCLOLAB_PAGES`, `CYCLOLAB_SST`, `GOES_BUCKET`, `LOG_LEVEL`, `WEBP_FRAME_WIDTH`, `WEBP_QUALITY`. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: hafs_render_poller.py:delete, floater_poller.py:delete 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.
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 7 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: poller_framework.py:write, poller_framework.py:write, poller_framework.py:write 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.
7 occurrences
repo-level (7 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: satellites.py:resolve, satellites.py:resolve, satellites.py:resolve, satellites.py:resolve 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.
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `ABIQuickGuide_CIMSSRGB_v2` in truecolor.py:8
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 `list_objects_v2` in hafs_render_poller.py:162
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 `test_official_cone_copy` in tests/test_cyclolab_shell.py:1174
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 `test_png_cache_key_is_byte_identical_to_legacy` in tests/test_webp_frames.py:98
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 `test_stale_when_success_too_old` in tests/test_poller_framework.py:193
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: diagnose_ingest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hafs_render_poller.py:606
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_climo_doy
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cyclolab_sst.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_crw_day
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cyclolab_sst.py:184
low System graph software Dead code conf 1.00 Possibly dead Python function: real_ip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_latest_complete_cycle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hafs_render_poller.py:488
low System graph software Dead code conf 1.00 Possibly dead Python function: run_render_subprocess
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
hafs_render_poller.py:193
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph api Wiring conf 1.00 Unused endpoint: POST /render
`app.py` declares `POST /render` but no frontend code we scanned calls it. This is fine if the endpoint serves external clients (mobile app, third-party, server-side webhooks). Otherwise it's dead code — consider removing or documenting who consumes it.
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: cyclolab_shell.py (4785 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: floater_poller.py (1379 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: satellites.py (1298 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_cyclolab_shell.py (1708 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_cyclolab_visual.py (1240 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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