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aaronvstory/selfie-gen-ultimate

https://github.com/aaronvstory/selfie-gen-ultimate · scanned 2026-06-17 01:29 UTC (1 month, 2 weeks ago)

331 raw signals (0 security + 331 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 -13.4 (diff) · 292 actionable findings from 1 signal source. 39 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
63.3
/100
Security checks
63
0 findings
System graph
63
77.8% cov · 292 findings
Critical
0
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Agents
10
0 votes
Crowd
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Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 27 Low 86 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 292 Crowd 0 Layer: Software 27 Security 1 Cicd 3 Quality 261
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Scan summary Repository scanned at 63.3/100 with 77.8% coverage. It contains 7816 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 331 findings — concentrated in quality (279), software (27), cicd (24). Risk profile is high: 0 critical, 1 high, 29 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 114 of 292 actionable findings. 331 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 security conf 1.00 Insecure pattern 'python_os_system' in kling_automation_ui.py:925
Found a known-risky pattern (python_os_system). Review and replace if possible.
kling_automation_ui.py:925 Python os system
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: similarity/claude.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
similarity/claude.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
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 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
openai/codex-action@v1 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 3 locations
.github/workflows/codex-autofix-ci.yml:64
.github/workflows/codex-pr-review.yml:38
.github/workflows/supply-chain-audit.yml:213
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/codex-autofix-ci.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — automation/rppg.py:1132
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — dependency_checker.py:698
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — dependency_health_check.py:497
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/automation/rppg.py:1132
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/dependency_checker.py:698
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/dependency_health_check.py:497
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/kling_gui/dependency_repair_dialog.py:319
`subprocess.Popen(...)` 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 — distribution/kling_gui/main_window.py:4758
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/kling_gui/queue_manager.py:759
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/kling_gui/tabs/selfie_tab.py:1703
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/scripts/gpu_bootstrap.py:284
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — distribution/similarity_engine.py:136
`urllib.request.urlretrieve(...)` 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 — kling_gui/dependency_repair_dialog.py:319
`subprocess.Popen(...)` 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 — kling_gui/main_window.py:4758
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — kling_gui/queue_manager.py:759
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — kling_gui/tabs/selfie_tab.py:1703
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — rPPG/rppg_injector.py:1264
`subprocess.Popen(...)` 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 — scripts/gpu_bootstrap.py:284
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — similarity/extract_face.py:32
`urllib.request.urlretrieve(...)` 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 — similarity_engine.py:136
`urllib.request.urlretrieve(...)` 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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 79 placeholder/mock markers across 36 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 1506 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 20 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/github-script@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
5 files, 20 locations
.github/workflows/supply-chain-audit.yml:30, 33, 126, 129, 203, 230, 233 (7 hits)
.github/workflows/codex-autofix-ci.yml:29, 35, 40, 46, 132, 199 (6 hits)
.github/workflows/codex-pr-review.yml:27, 81, 125 (3 hits)
.github/workflows/auto-add-openai-key.yml:42, 84 (2 hits)
.github/workflows/similarity-tests.yml:22, 25 (2 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 19 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: crop_polisher.py:polish, distribution/crop_polisher.py:polish 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.
19 occurrences
repo-level (19 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: crop_polisher.py:set_progress_callback, crop_upscaler.py:set_progress_callback, vision_analyzer.py:set_progress_callback, distribution/crop_polisher.py:set_progress_callback This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos…
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 `_edge_seal_copy` in distribution/outpaint_generator.py:261
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 `_edge_seal_copy` in outpaint_generator.py:261
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 `_edge_seal_copy` in tests/test_outpaint_edge_seal.py:16
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 `_select_model_fetch_all_legacy` in kling_automation_ui.py:1962
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 `crop_old` in tests/test_expand25_logic.py:50
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 `expanded_v2` in tests/test_face_crop_outpaint_paths.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 `expanded_v2` in tests/test_session_load_folder_rescan.py:1012
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 `outpaint_2x_default_reset_v2` in distribution/kling_gui/tabs/face_crop_tab.py:321
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 `outpaint_2x_default_reset_v2` in distribution/release_prep.py:402
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 `outpaint_2x_default_reset_v2` in kling_gui/tabs/face_crop_tab.py:321
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 `outpaint_2x_default_reset_v2` in tests/test_face_crop_2x_migration.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 `python_unused` in tests/test_gpu_bootstrap.py:71
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 `selfie_bad_old` in tests/test_automation_discovery.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 `session_autosave_collapsed_v1` in distribution/kling_gui/main_window.py:974
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 `session_autosave_collapsed_v1` in kling_gui/main_window.py:974
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_assert_numpy_pinned_flags_v2` in tests/test_fresh_install_numpy_pin.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 software Dead code conf 1.00 Possibly dead Python function: apply_macos_button_fix
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/kling_gui/theme.py:167
low System graph software Dead code conf 1.00 Possibly dead Python function: check_all_endpoints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
model_schema_manager.py:789
low System graph software Dead code conf 1.00 Possibly dead Python function: check_all_endpoints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/model_schema_manager.py:789
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_cache
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
model_schema_manager.py:688
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_cache
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/model_schema_manager.py:688
low System graph software Dead code conf 1.00 Possibly dead Python function: compose
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
selfie_prompt_composer.py:59
low System graph software Dead code conf 1.00 Possibly dead Python function: compose
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/selfie_prompt_composer.py:59
low System graph software Dead code conf 1.00 Possibly dead Python function: compromised_pypi_pattern
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/scripts/hulud_kit_scan.py:161
low System graph software Dead code conf 1.00 Possibly dead Python function: initialize_async
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
similarity_engine.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: initialize_async
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/similarity_engine.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: is_rppg_progress_line
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/automation/rppg.py:770
low System graph software Dead code conf 1.00 Possibly dead Python function: lerp_color
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
create_icon.py:40
low System graph software Dead code conf 1.00 Possibly dead Python function: print_cyan
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kling_automation_ui.py:931
low System graph software Dead code conf 1.00 Possibly dead Python function: print_light_purple
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kling_automation_ui.py:935
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_api_access
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
model_schema_manager.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: probe_api_access
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/model_schema_manager.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: process_image
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kling_generator_falai.py:1378
low System graph software Dead code conf 1.00 Possibly dead Python function: process_image
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/kling_generator_falai.py:1378
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_schema
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
model_schema_manager.py:756
low System graph software Dead code conf 1.00 Possibly dead Python function: refresh_schema
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/model_schema_manager.py:756
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_oldcam_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/automation/oldcam.py:102
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_project_root
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
path_utils.py:541
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_project_root
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/path_utils.py:541
low System graph software Dead code conf 1.00 Possibly dead Python function: sanitize_prompt_description
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kling_generator_falai.py:305
low System graph software Dead code conf 1.00 Possibly dead Python function: sanitize_prompt_description
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/kling_generator_falai.py:305
low System graph software Dead code conf 1.00 Possibly dead Python function: summarize_cases
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
distribution/automation/discovery.py:270
low System graph software Dead code conf 1.00 Possibly dead Python function: update_progress
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
kling_automation_ui.py:6936
low System graph quality Integrity conf 1.00 Stub function `_clear_cupy_kernel_cache` (body is just `pass`/`return`) — rPPG/rppg_injector.py:138
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: automation/pipeline.py (2421 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: automation/rppg.py (1756 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/automation/pipeline.py (2421 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/automation/rppg.py (1756 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_generator_falai.py (1458 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/carousel_widget.py (1921 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/config_panel.py (2849 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/main_window.py (6488 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/model_manager_dialog.py (1306 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/queue_manager.py (3293 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/session_manager.py (1355 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/tabs/face_crop_tab.py (3041 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/tabs/selfie_tab.py (2299 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/kling_gui/video_inspector.py (2054 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/outpaint_generator.py (1464 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: distribution/scripts/gpu_bootstrap.py (1593 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_automation_ui.py (7265 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_generator_falai.py (1458 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/carousel_widget.py (1921 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/config_panel.py (2853 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/main_window.py (6488 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/model_manager_dialog.py (1306 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/queue_manager.py (3294 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/session_manager.py (1355 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/tabs/face_crop_tab.py (3041 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/tabs/selfie_tab.py (2299 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kling_gui/video_inspector.py (2054 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: outpaint_generator.py (1464 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: rPPG/rppg_injector.py (5839 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: scripts/gpu_bootstrap.py (1593 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: similarity/src/gui.py (1210 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_api_keys_and_release_prep.py (1173 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_automation_pipeline.py (3037 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_detect_compromise.py (1301 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_gpu_bootstrap.py (1137 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_oldcam_versions.py (2330 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_pr41_ui_polish.py (1154 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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