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yuichi916/yuichi916.github.io

https://github.com/yuichi916/yuichi916.github.io · scanned 2026-06-16 01:09 UTC (2 months, 1 week ago)

94 raw signals (0 security + 94 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 85 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
84.6
/100
Security checks
85
0 findings
System graph
85
77.8% cov · 85 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 1 Medium 30 Low 50 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 85 Crowd 0 Layer: Software 30 Frontend 1 Security 14 Cicd 1 Quality 39
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 84.6/100 with 77.8% coverage. It contains 759 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 94 findings — concentrated in quality (48), software (30), security (14). Risk profile is high: 0 critical, 1 high, 30 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 81 of 85 actionable findings. 94 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 'eval_used' in niwa.html:8136
Found a known-risky pattern (eval_used). Review and replace if possible.
niwa.html:8136 Eval used
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — _workers/lingo-transcript/src/index.js:7
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — _workers/lingo-transcript/src/search.js:17
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — _workers/lingo-transcript/src/transcript.js:190
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — _workers/pcloud-cors-proxy.js:8
Bare `fetch(...)` will throw an unhandled rejection on network failure. Wrap in try/catch, attach a `.catch(...)`, or pass an AbortSignal with a timeout.
runtime safetyRobustness
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agentshield-baseline.json
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/agentshield-baseline.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.json
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/settings.json VerificationClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/settings.json
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/settings.json:28 Supply chainClaude 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, ci. 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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in cabin.html:1154
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
cabin.html:1154 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in index.html:1484
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
index.html:1484 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in lingo.html:414
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
lingo.html:414 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in niwa.html:9200
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
niwa.html:9200 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in salon.html:678
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
salon.html:678 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in shogi-puyo.html:877
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
shogi-puyo.html:877 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in stopwatch.html:1002
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
stopwatch.html:1002 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in sudoku.html:822
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
sudoku.html:822 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in toeic-practice.html:512
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
toeic-practice.html:512 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in toeic.html:504
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
toeic.html:504 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in universe.html:1472
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
universe.html:1472 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_cobbletop_v636.py:193
The loop iterates a Django queryset and accesses `o.data.vertices` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries inst…
_blender/enc_extract_cobbletop_v636.py:193 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_cobbletop_v636.py:202
The loop iterates a Django queryset and accesses `o.location.x` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries instead…
_blender/enc_extract_cobbletop_v636.py:202 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_cobbletop_v636.py:217
The loop iterates a Django queryset and accesses `o.location.z` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries instead…
_blender/enc_extract_cobbletop_v636.py:217 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_cobbletop_v636.py:226
The loop iterates a Django queryset and accesses `o.data.vertices` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries inst…
_blender/enc_extract_cobbletop_v636.py:226 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_crop_v632.py:178
The loop iterates a Django queryset and accesses `o.data.vertices` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries inst…
_blender/enc_extract_crop_v632.py:178 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_crop_v632.py:190
The loop iterates a Django queryset and accesses `o.location.x` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries instead…
_blender/enc_extract_crop_v632.py:190 N plus onePerformance
medium System graph quality Integrity conf 1.00 Likely N+1 query: `for o in …` triggers a query per row — _blender/enc_extract_crop_v632.py:211
The loop iterates a Django queryset and accesses `o.data.vertices` per row, which fires an additional database query each iteration. Add `.select_related('<fk_field>')` for FK / O2O relations or `.prefetch_related('<m2m_or_reverse>')` for many-related lookups, to load everything in 1-2 queries inst…
_blender/enc_extract_crop_v632.py:211 N plus onePerformance
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
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
4 test file(s) for 62 source file(s) (ratio 0.06). Consider adding integration or unit tests for critical paths.
Coverage
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 333 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 Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 10 places
Functions with the same first-5-line body hash: _blender/enc_extract_grounds.py:find_images_by_role, _blender/enc_extract_megaisland_v647.py:find_images_by_role, _blender/enc_extract_append.py:find_images_by_role, _blender/multi_pack_extract.py:find_images_by_role This is *the* AI-coder failure mo…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 11 places
Functions with the same first-5-line body hash: _blender/enc_extract_grounds.py:walk, _blender/enc_extract_megaisland_v647.py:walk, _blender/enc_extract.py:walk, _blender/enc_extract_append.py:walk This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 13 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:cyl, _blender/build_pack_v18.py:cyl, _blender/build_pack_v12.py:cyl, _blender/build_pack_v17.py:cyl This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolid…
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 16 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:box, _blender/build_pack_v18.py:box, _blender/build_pack_v7.py:box, _blender/build_pack_v9.py:box This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidat…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 17 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:cone, _blender/build_pack_v18.py:cone, _blender/build_pack_v7.py:cone, _blender/build_pack_v9.py:cone This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consol…
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: _blender/sudoku_worlds.py:setup_gpu, _blender/eci_meditation_360.py:setup_gpu 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.
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 21 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:uv_sph, _blender/build_pack_v18.py:uv_sph, _blender/build_pack_v7.py:uv_sph, _blender/build_pack_v9.py:uv_sph This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene)…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 22 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:pbr, _blender/build_pack_v18.py:pbr, _blender/build_pack_v7.py:pbr, _blender/build_pack_v9.py:pbr This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidat…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 23 places
Functions with the same first-5-line body hash: _blender/build_pack_v22.py:clear_scene, _blender/build_pack_v18.py:clear_scene, _blender/build_pack_v7.py:clear_scene, _blender/build_pack_v9.py:clear_scene This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw…
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: _blender/enc_extract_megaisland_v647.py:list_prefab_objects, _blender/enc_extract_crop_v632.py:list_prefab_objects, _blender/enc_extract_cobbletop_v636.py:list_prefab_objects This is *the* AI-coder failure mode (4× more duplication in vibe-coded repo…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: _blender/build_pack_v7.py:cyl, _blender/build_pack_v9.py:cyl, _blender/build_pack_v2.py:cyl, _blender/build_pack_v8.py:cyl This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate …
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 `build_pack_v2` in _blender/build_pack_v2.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 `kominka_v2` in _blender/build_pack_v22.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 `kominka_v2` in _blender/build_pack_v24_hires.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 `ti_extract_v2` in _blender/multi_pack_extract_v670.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 software Dead code conf 1.00 Possibly dead Python function: build_azalea_bush
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:267
low System graph software Dead code conf 1.00 Possibly dead Python function: build_bamboo_bundle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:295
low System graph software Dead code conf 1.00 Possibly dead Python function: build_bird_perched
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:200
low System graph software Dead code conf 1.00 Possibly dead Python function: build_brazier
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:293
low System graph software Dead code conf 1.00 Possibly dead Python function: build_cart
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:95
low System graph software Dead code conf 1.00 Possibly dead Python function: build_cat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: build_chochin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:233
low System graph software Dead code conf 1.00 Possibly dead Python function: build_crate_stack
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:258
low System graph software Dead code conf 1.00 Possibly dead Python function: build_deer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: build_fountain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:198
low System graph software Dead code conf 1.00 Possibly dead Python function: build_fox
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:127
low System graph software Dead code conf 1.00 Possibly dead Python function: build_gate_arch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:186
low System graph software Dead code conf 1.00 Possibly dead Python function: build_lily_pad_blue
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:320
low System graph software Dead code conf 1.00 Possibly dead Python function: build_lotus
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:232
low System graph software Dead code conf 1.00 Possibly dead Python function: build_market_stall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:128
low System graph software Dead code conf 1.00 Possibly dead Python function: build_moss_stone
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:323
low System graph software Dead code conf 1.00 Possibly dead Python function: build_pagoda
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:131
low System graph software Dead code conf 1.00 Possibly dead Python function: build_pot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:212
low System graph software Dead code conf 1.00 Possibly dead Python function: build_stone_lantern
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:229
low System graph software Dead code conf 1.00 Possibly dead Python function: build_stone_wall
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:160
low System graph software Dead code conf 1.00 Possibly dead Python function: build_tea_pavilion
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:336
low System graph software Dead code conf 1.00 Possibly dead Python function: build_torii
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: build_tree_broad
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:346
low System graph software Dead code conf 1.00 Possibly dead Python function: build_tree_momiji
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:322
low System graph software Dead code conf 1.00 Possibly dead Python function: build_tree_pine
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:258
low System graph software Dead code conf 1.00 Possibly dead Python function: build_tree_sakura
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_asset_pack.py:288
low System graph software Dead code conf 1.00 Possibly dead Python function: build_water_basin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v4.py:343
low System graph software Dead code conf 1.00 Possibly dead Python function: build_wood_fence
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/build_pack_v3.py:275
low System graph software Dead code conf 1.00 Possibly dead Python function: find_color_from_node_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
_blender/kb3d_reextract_textured.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: repl
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/inject_salon_links.py:63
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 quality Complexity conf 1.00 Very large file: scripts/generate_salon_chapters.py (973 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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