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shortKDT/main

https://github.com/shortKDT/main · scanned 2026-06-16 00:11 UTC (2 months, 2 weeks ago)

107 raw signals (0 security + 107 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 82 actionable findings from 1 signal source. 25 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.5
/100
Security checks
80
0 findings
System graph
80
100.0% cov · 82 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 23 Medium 10 Low 30 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 82 Crowd 0 Layer: Software 13 Frontend 16 Hardware 1 Security 2 Cicd 1 Quality 25 Api 24
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Scan summary Repository scanned at 79.5/100 with 100.0% coverage. It contains 1122 nodes across 19 cross-layer flows, written primarily in mixed languages. Engine surfaced 107 findings — concentrated in quality (42), api (24), software (21). Risk profile is high: 0 critical, 23 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 63 of 82 actionable findings. 107 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 api Wiring conf 1.00 Dangling fetch: DELETE /api/mypage/me (code/frontend/Hama/src/api/mypageApi.ts:103)
`code/frontend/Hama/src/api/mypageApi.ts:103` calls `DELETE /api/mypage/me` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/me` If this points at an external API, prefix it with `https://` so the matc…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/mypage/recent-items (code/frontend/Hama/src/api/mypageApi.ts:148)
`code/frontend/Hama/src/api/mypageApi.ts:148` calls `DELETE /api/mypage/recent-items` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/recent-items` If this points at an external API, prefix it with `h…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: DELETE /api/mypage/wishlists/${itemId} (code/frontend/Hama/src/api/mypageApi.ts:121)
`code/frontend/Hama/src/api/mypageApi.ts:121` calls `DELETE /api/mypage/wishlists/${itemId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/wishlists/<p>` If this points at an external API, prefix it…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/admin/users (code/frontend/Hama/src/api/adminApi.ts:91)
`code/frontend/Hama/src/api/adminApi.ts:91` calls `GET /api/admin/users` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/admin/users` If this points at an external API, prefix it with `https://` so the match…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/me (code/frontend/Hama/src/api/auth.ts:75)
`code/frontend/Hama/src/api/auth.ts:75` calls `GET /api/me` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/me` If this points at an external API, prefix it with `https://` so the matcher skips it.
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/admin/check (code/frontend/Hama/src/api/mypageApi.ts:107)
`code/frontend/Hama/src/api/mypageApi.ts:107` calls `GET /api/mypage/admin/check` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/admin/check` If this points at an external API, prefix it with `https:…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/notification-settings (code/frontend/Hama/src/api/mypageApi.ts:165)
`code/frontend/Hama/src/api/mypageApi.ts:165` calls `GET /api/mypage/notification-settings` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/notification-settings` If this points at an external API, pr…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/notifications (code/frontend/Hama/src/api/mypageApi.ts:154)
`code/frontend/Hama/src/api/mypageApi.ts:154` calls `GET /api/mypage/notifications` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/notifications` If this points at an external API, prefix it with `ht…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/profile (code/frontend/Hama/src/api/mypageApi.ts:76)
`code/frontend/Hama/src/api/mypageApi.ts:76` calls `GET /api/mypage/profile` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/profile` If this points at an external API, prefix it with `https://` so th…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/recent-items (code/frontend/Hama/src/api/mypageApi.ts:138)
`code/frontend/Hama/src/api/mypageApi.ts:138` calls `GET /api/mypage/recent-items` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/recent-items` If this points at an external API, prefix it with `http…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: GET /api/mypage/wishlists (code/frontend/Hama/src/api/mypageApi.ts:111)
`code/frontend/Hama/src/api/mypageApi.ts:111` calls `GET /api/mypage/wishlists` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/wishlists` If this points at an external API, prefix it with `https://` …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/mypage/notification-settings (code/frontend/Hama/src/api/mypageApi.ts:171)
`code/frontend/Hama/src/api/mypageApi.ts:171` calls `PATCH /api/mypage/notification-settings` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/notification-settings` If this points at an external API, …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/mypage/notifications/${notificationId}/read (code/frontend/Hama/src/api/mypageApi.ts:158)
`code/frontend/Hama/src/api/mypageApi.ts:158` calls `PATCH /api/mypage/notifications/${notificationId}/read` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/notifications/<p>/read` If this points at a…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/mypage/password (code/frontend/Hama/src/api/mypageApi.ts:96)
`code/frontend/Hama/src/api/mypageApi.ts:96` calls `PATCH /api/mypage/password` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/password` If this points at an external API, prefix it with `https://` s…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/mypage/profile (code/frontend/Hama/src/api/mypageApi.ts:85)
`code/frontend/Hama/src/api/mypageApi.ts:85` calls `PATCH /api/mypage/profile` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/profile` If this points at an external API, prefix it with `https://` so …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: PATCH /api/mypage/wishlists/alert (code/frontend/Hama/src/api/mypageApi.ts:131)
`code/frontend/Hama/src/api/mypageApi.ts:131` calls `PATCH /api/mypage/wishlists/alert` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/wishlists/alert` If this points at an external API, prefix it wi…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/auth/login (code/frontend/Hama/src/api/auth.ts:41)
`code/frontend/Hama/src/api/auth.ts:41` calls `POST /api/auth/login` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/login` If this points at an external API, prefix it with `https://` so the matcher sk…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/auth/logout (code/frontend/Hama/src/api/auth.ts:71)
`code/frontend/Hama/src/api/auth.ts:71` calls `POST /api/auth/logout` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/logout` If this points at an external API, prefix it with `https://` so the matcher …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/auth/password/reset-request (code/frontend/Hama/src/api/auth.ts:64)
`code/frontend/Hama/src/api/auth.ts:64` calls `POST /api/auth/password/reset-request` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/password/reset-request` If this points at an external API, prefix it…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/auth/signup (code/frontend/Hama/src/api/auth.ts:57)
`code/frontend/Hama/src/api/auth.ts:57` calls `POST /api/auth/signup` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/auth/signup` If this points at an external API, prefix it with `https://` so the matcher …
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/mypage/recent-items/${itemId} (code/frontend/Hama/src/api/mypageApi.ts:142)
`code/frontend/Hama/src/api/mypageApi.ts:142` calls `POST /api/mypage/recent-items/${itemId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/recent-items/<p>` If this points at an external API, prefi…
Dangling fetchHelper:request
high System graph api Wiring conf 1.00 Dangling fetch: POST /api/mypage/wishlists/${itemId} (code/frontend/Hama/src/api/mypageApi.ts:115)
`code/frontend/Hama/src/api/mypageApi.ts:115` calls `POST /api/mypage/wishlists/${itemId}` but no backend route matches that path. This is a runtime 404 waiting to happen. Tool: helper:request Normalized path used for matching: `/mypage/wishlists/<p>` If this points at an external API, prefix it w…
Dangling fetchHelper:request
high System graph security auth conf 1.00 FastAPI POST `chatbot_message` without auth dependency — code/backend/src/main/python/api_server.py:95
`@router.post` decorator with no `Depends(get_current_user)` or auth-shaped dependency in its signature. Mutating endpoints should require authentication unless explicitly public.
code/backend/src/main/python/api_server.py:95 securityAuth fastapi unauth mutation
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — code/frontend/Hama/src/api/products.ts:62
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 — code/frontend/Hama/src/components/SideChatbotButton.tsx:494
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 — code/frontend/src/components/SideChatbotButton.tsx:68
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 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 quality Integrity conf 1.00 Frontend route `/search` has no Link/navigate to it — code/frontend/Hama/src/AppRoot.tsx
The route is registered but no `<Link to=…>` or `navigate(…)` in the codebase navigates here. Either it's reachable only via direct URL (intentional), it's dead, or the link broke during a refactor.
Orphan pageWiring
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — code/backend/src/main/python/crawling/archive/integrated_crawling_initial.py:33
`requests.get(...)` 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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 35 placeholder/mock markers across 7 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 95 source file(s) (ratio 0.00). 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 hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 105 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 10 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: code/backend/opensearch/documents.py:clean_value, code/backend/src/main/python/lib/supabase_import.py:clean 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…
10 occurrences
repo-level (10 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: code/backend/opensearch/repository.py:search_item_ids, code/backend/opensearch/repository.py:build_search_body, code/backend/src/main/python/api_server.py:try_search_products_from_opensearch This is *the* AI-coder failure mode (4× more duplication in…
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: code/backend/src/main/python/lib/crawling_pipeline.py:decode_joongna_text, code/backend/src/main/python/crawling/archive/crawling_20260429_no_filter.py:decode_joongna_text, code/backend/src/main/python/crawling/archive/crawling_20260429_by_keyword.py:…
4 occurrences
repo-level (4 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 `find_v2` in code/backend/src/main/python/crawling/archive/crawling_20260429.py:166
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 `find_v2` in code/backend/src/main/python/crawling/archive/crawling_20260429_by_keyword.py:175
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 `find_v2` in code/backend/src/main/python/crawling/archive/crawling_20260429_no_filter.py:187
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 `find_v2` in code/backend/src/main/python/crawling/archive/integrated_crawling_initial.py:32
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 `find_v2` in code/backend/src/main/python/lib/crawling_pipeline.py:221
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 `model_copy` in code/backend/src/main/python/lib/hama_data_pipeline.py:611
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_split_token_count_rows
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:306
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: choose_canonical_name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
code/backend/src/main/python/crawling/archive/crawling_20260429.py:249
code/backend/src/main/python/crawling/archive/crawling_20260429_no_filter.py:276
code/backend/src/main/python/lib/crawling_pipeline.py:315
low System graph software Dead code conf 1.00 Possibly dead Python function: choose_representative_content
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:366
low System graph software Dead code conf 1.00 Possibly dead Python function: item_fieldnames
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:441
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: keyword_length
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
code/backend/src/main/python/crawling/archive/crawling_20260429.py:263
code/backend/src/main/python/crawling/archive/crawling_20260429_by_keyword.py:270
code/backend/src/main/python/crawling/archive/crawling_20260429_no_filter.py:291
code/backend/src/main/python/lib/crawling_pipeline.py:330
low System graph software Dead code conf 1.00 Possibly dead Python function: merge_counters
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:380
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: merge_keywords
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
code/backend/src/main/python/crawling/archive/crawling_20260429.py:245
code/backend/src/main/python/crawling/archive/crawling_20260429_by_keyword.py:265
code/backend/src/main/python/crawling/archive/crawling_20260429_no_filter.py:271
code/backend/src/main/python/lib/crawling_pipeline.py:310
low System graph software Dead code conf 1.00 Possibly dead Python function: merge_unique
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:392
low System graph software Dead code conf 1.00 Possibly dead Python function: ordered_cluster_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:373
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_python_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/paths.py:25
low System graph software Dead code conf 1.00 Possibly dead Python function: run_all
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/lib/hama_data_pipeline.py:513
low System graph software Dead code conf 1.00 Possibly dead Python function: run_with_elapsed
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/lib/runtime.py:17
low System graph software Dead code conf 1.00 Possibly dead Python function: split_token_fieldnames
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
code/backend/src/main/python/analysis/scripts/cluster_bracket_contents.py:468
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: GET /api/health
`code/backend/src/main/python/api_server.py` declares `GET /api/health` 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 api Wiring conf 1.00 Unused endpoint: GET /api/products/anomalies
`code/backend/src/main/python/api_server.py` declares `GET /api/products/anomalies` 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 consume…
Unused endpoint
low System graph quality Complexity conf 1.00 Very large file: code/backend/src/main/python/lib/keyword_preprocessing.py (1354 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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