Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

nicehugepark/100m1s-bybias

https://github.com/nicehugepark/100m1s-bybias · scanned 2026-06-17 01:58 UTC (1 month, 1 week ago)

66 raw signals (0 security + 66 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -16.4 (diff) · 50 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
60.3
/100
Security checks
60
0 findings
System graph
60
55.6% cov · 50 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 18 Low 30 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 50 Crowd 0 Layer: Software 13 Security 4 Cicd 2 Quality 31
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 60.3/100 with 55.6% coverage. It contains 320 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 66 findings — concentrated in quality (42), software (18), security (4). Risk profile is low: 0 critical, 0 high, 18 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 48 of 50 actionable findings. 66 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 quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests, operator-readme. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated 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/build.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in tools/home_redesign_patch.py:187
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
tools/home_redesign_patch.py:187 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in tools/homeviz_v2_patch.py:121
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
tools/homeviz_v2_patch.py:121 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in tools/wave3_patch.py:200
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
tools/wave3_patch.py:200 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'insert_adjacent_html' in tools/r46_w2_patch.py:142
Found a known-risky pattern (insert_adjacent_html). Review and replace if possible.
tools/r46_w2_patch.py:142 Insert adjacent html
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_batch.py:127
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_concert_day_v2.py:77
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_hero_v2.py:79
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_hero_v3.py:77
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_landmark_v2.py:98
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_lasttrain_v3.py:63
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_lasttrain_v4.py:76
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_lasttrain_v5.py:89
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_lasttrain_v6.py:93
`requests.post(...)` 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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — assets/gen/photo/_gen_summer_round_v3.py:143
`requests.post(...)` 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 quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 45 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 164 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 cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/deploy-pages@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/build.yml:33 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: assets/gen/photo/_gen_landmark_v2.py:load_key, assets/gen/photo/_gen_hero_v2.py:load_key, assets/gen/photo/_gen_summer_round_v3.py:load_key, assets/gen/photo/_gen_concert_day_v2.py:load_key This is *the* AI-coder failure mode (4× more duplication in …
duplicatesduplication
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: tools/c7_parity_patch.py:lirow, tools/wave7_r44_patch.py:lirow 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 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: tools/wave4_token_sweep.py:rep, tools/wave4_token_sweep.py:rep, tools/wave4_token_sweep.py:rep 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 sepa…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 9 places
Functions with the same first-5-line body hash: assets/gen/photo/_gen_landmark_v2.py:generate, assets/gen/photo/_gen_hero_v2.py:generate, assets/gen/photo/_gen_summer_round_v3.py:generate, assets/gen/photo/_gen_concert_day_v2.py:generate This is *the* AI-coder failure mode (4× more duplication in …
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 Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `_gen_hero_v2` in assets/gen/photo/_gen_hero_v3.py:4
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 `_gen_landmark_v2` in assets/gen/photo/_gen_summer_round_v3.py:4
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 `decl_old` in tools/wave7_r44_patch.py:966
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 `intro_old` in tools/r46_w1_patch.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: boxhdr
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave2_course_patch.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: build_translations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/r49_p0_ux_modules_patch.py:196
low System graph software Dead code conf 1.00 Possibly dead Python function: bump
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/r46_w2_patch.py:197
low System graph software Dead code conf 1.00 Possibly dead Python function: fix_card
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave2_home_patch.py:196
low System graph software Dead code conf 1.00 Possibly dead Python function: fix_tag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/r46_w1_patch.py:219
low System graph software Dead code conf 1.00 Possibly dead Python function: hero_strip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave3_patch.py:181
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
tools/fav_filter_verify.py:71
tools/journey_bar_verify.py:76
tools/r46_verify_w1.py:24
tools/r46_verify_w2.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: nol_fix
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/r46_w2_patch.py:293
low System graph software Dead code conf 1.00 Possibly dead Python function: rep
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave5_patch.py:224
low System graph software Dead code conf 1.00 Possibly dead Python function: rep
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave4_token_sweep.py:283
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
tools/r46_w2_patch.py:331
tools/tripcom_affiliate_patch.py:117
tools/wave6_course_cta_patch.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: sec_hd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave2_course_patch.py:110
low System graph software Dead code conf 1.00 Possibly dead Python function: wrap
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
tools/wave2_logo_dark_sweep.py:31
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — tools/fav_filter_verify.py:71
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — tools/journey_bar_verify.py:76
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — tools/r46_verify_w1.py:24
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — tools/r46_verify_w2.py:24
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Complexity conf 1.00 Very large file: tools/wave7_r44_patch.py (1008 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/93db651d-cbe3-46ed-9ba5-8fdd05fae19b/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/93db651d-cbe3-46ed-9ba5-8fdd05fae19b/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.