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szmalcher88-ai/Prompt-loop-lighthouse

https://github.com/szmalcher88-ai/Prompt-loop-lighthouse · scanned 2026-06-16 00:27 UTC (2 months, 2 weeks ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 41 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
97.5
/100
Security checks
98
0 findings
System graph
98
55.6% cov · 41 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 0 Medium 4 Low 31 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 17 Frontend 1 Security 2 Cicd 1 Quality 20
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Scan summary Repository scanned at 97.5/100 with 55.6% coverage. It contains 555 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in quality (21), software (17), security (2). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 35 of 41 actionable findings. 42 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.

medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in scripts/agent_wrapper.py:122
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
scripts/agent_wrapper.py:122 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/agent_wrapper.py:121
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
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 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 Debug conf 1.00 Debug logging residue appears in source files
Found 59 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Tests conf 1.00 Low test-to-source ratio
11 tests / 71 src (ratio 0.15).
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scene.py:collect_materials, lighthouse.py:collect_materials 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.
2 occurrences
repo-level (2 hits)
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 `check_house_v2` in parts/house.py:35
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 `check_pier_v2` in parts/pier.py:9
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 `check_pier_v2` in scripts/check_parts.py:208
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 `parts_good_v2` in scripts/fixtures/gen_scene_v3.py:21
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 `parts_good_v2` in scripts/fixtures/gen_scene_v4.py:10
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 `parts_good_v2` in scripts/fixtures/parts_bad_v2/house.py:7
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 `parts_good_v2` in scripts/fixtures/parts_bad_v2/pier.py:7
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 `parts_good_v2` in scripts/test_checkers.py:81
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_boat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:288
low System graph software Dead code conf 1.00 Possibly dead Python function: check_bridge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:517
low System graph software Dead code conf 1.00 Possibly dead Python function: check_bush
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:570
low System graph software Dead code conf 1.00 Possibly dead Python function: check_chapel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:493
low System graph software Dead code conf 1.00 Possibly dead Python function: check_lighthouse
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:133
low System graph software Dead code conf 1.00 Possibly dead Python function: check_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:342
low System graph software Dead code conf 1.00 Possibly dead Python function: check_pier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:178
low System graph software Dead code conf 1.00 Possibly dead Python function: check_pier_v2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:208
low System graph software Dead code conf 1.00 Possibly dead Python function: check_prop_barrel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:544
low System graph software Dead code conf 1.00 Possibly dead Python function: check_prop_crate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:560
low System graph software Dead code conf 1.00 Possibly dead Python function: check_rocks
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:328
low System graph software Dead code conf 1.00 Possibly dead Python function: check_terrain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:113
low System graph software Dead code conf 1.00 Possibly dead Python function: check_terrain_v2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:231
low System graph software Dead code conf 1.00 Possibly dead Python function: check_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:301
low System graph software Dead code conf 1.00 Possibly dead Python function: check_wall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:479
low System graph software Dead code conf 1.00 Possibly dead Python function: check_water
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/check_parts.py:124
low System graph software Dead code conf 1.00 Possibly dead Python function: nearest
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fixtures/gen_scene_v4.py:115
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
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