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digitie/kor-travel-concierge

https://github.com/digitie/kor-travel-concierge · scanned 2026-06-17 01:56 UTC (1 month, 1 week ago)

63 raw signals (0 security + 63 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +5.4 (diff) · 33 actionable findings from 1 signal source. 30 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
82.1
/100
Security checks
82
0 findings
System graph
82
88.9% cov · 33 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 2 Medium 7 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 33 Crowd 0 Layer: Software 14 Frontend 2 Hardware 2 Security 3 Quality 12
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Scan summary Repository scanned at 82.1/100 with 88.9% coverage. It contains 1147 nodes across 21 cross-layer flows, written primarily in mixed languages. Engine surfaced 63 findings — concentrated in quality (29), software (27), security (3). Risk profile is high: 0 critical, 2 high, 7 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 29 of 33 actionable findings. 63 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:145 SecretsClaude instruction
high System graph security Agent instructions conf 1.00 Agent instruction/config may expose a secret: SKILL.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
SKILL.md:46 SecretsSkill file
medium System graph quality Integrity conf 1.00 `fetch()` without try/.catch or AbortSignal — frontend/src/app/api/v1/[...path]/route.ts:47
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 — frontend/src/lib/api.ts:180
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 instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing 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 hardware Security conf 1.00 Dockerfile runs as root: frontend/Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
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 quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 17 placeholder/mock markers across 10 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 31 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
frontend/Dockerfile:2 containersPinned dependencies
low System graph quality Agent instructions conf 1.00 Multiple root agent instruction files without precedence
The repo has multiple top-level AI-coder instruction files. Without precedence rules, different agents may follow different policies.
Governance
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/ktc/api/routes.py:features_snapshot, backend/ktc/api/routes.py:features_changes 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.
15 occurrences
repo-level (15 hits)
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: backend/ktc/etl/geocoding.py:send, backend/ktc/etl/geocoding.py:send, backend/ktc/etl/geocoding.py:send 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 the…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: backend/ktc/etl/deep_research_service.py:call, backend/ktc/etl/video_analysis_service.py:call, backend/ktc/etl/video_analysis_service.py:call, backend/ktc/etl/poi_extraction.py:call This is *the* AI-coder failure mode (4× more duplication in vibe-cod…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: apply
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/postprocess_service.py:321
low System graph software Dead code conf 1.00 4 occurrences Possibly dead Python function: call
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
4 files, 4 locations
backend/ktc/etl/category_suggestion.py:118
backend/ktc/etl/deep_research_service.py:121
backend/ktc/etl/poi_extraction.py:133
backend/ktc/etl/video_analysis_service.py:314
low System graph software Dead code conf 1.00 Possibly dead Python function: default_decider
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/postprocess_service.py:306
low System graph software Dead code conf 1.00 Possibly dead Python function: do_run_migrations
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/alembic/env.py:40
low System graph software Dead code conf 1.00 6 occurrences Possibly dead Python function: downgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
6 files, 6 locations
backend/alembic/versions/20260610_0001_postgres_postgis_bootstrap.py:290
backend/alembic/versions/20260610_0002_youtube_source_tables.py:261
backend/alembic/versions/20260610_0003_source_scan_targets.py:61
backend/alembic/versions/20260610_0004_candidate_feature_evidence.py:202
backend/alembic/versions/20260610_0005_feature_exports.py:84
backend/alembic/versions/20260610_0006_place_category_code_suggestion.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: generate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/keyword_expansion.py:68
low System graph software Dead code conf 1.00 Possibly dead Python function: list_places
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/services/place_service.py:109
low System graph software Dead code conf 1.00 Possibly dead Python function: mask_secret
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/core/logging.py:10
low System graph software Dead code conf 1.00 Possibly dead Python function: put_object_stream
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/media_store.py:115
low System graph software Dead code conf 1.00 Possibly dead Python function: registered_tool_metadata
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/mcp_server/server.py:36
low System graph software Dead code conf 1.00 Possibly dead Python function: require_api_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/core/security.py:28
low System graph software Dead code conf 1.00 Possibly dead Python function: resolve_stream_url_ytdlp
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/frame_extraction.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: selector
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/ktc/etl/category_suggestion.py:161
low System graph software Dead code conf 1.00 6 occurrences Possibly dead Python function: upgrade
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
6 files, 6 locations
backend/alembic/versions/20260610_0001_postgres_postgis_bootstrap.py:20
backend/alembic/versions/20260610_0002_youtube_source_tables.py:20
backend/alembic/versions/20260610_0003_source_scan_targets.py:19
backend/alembic/versions/20260610_0004_candidate_feature_evidence.py:156
backend/alembic/versions/20260610_0005_feature_exports.py:24
backend/alembic/versions/20260610_0006_place_category_code_suggestion.py:23
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