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AAAAAnson/mbeditor

https://github.com/AAAAAnson/mbeditor · scanned 2026-06-17 01:11 UTC (1 month, 2 weeks ago)

85 raw signals (0 security + 85 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 -3.1 (diff) · 81 actionable findings from 1 signal source. 4 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
73.6
/100
Security checks
74
0 findings
System graph
74
88.9% cov · 81 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: severity: low × excluding tests × Reset all
Severity: Critical 0 High 14 Medium 16 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 81 Crowd 0 Layer: Software 9 Hardware 3 Security 21 Cicd 3 Quality 45
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Scan summary Repository scanned at 73.6/100 with 88.9% coverage. It contains 1665 nodes across 25 cross-layer flows, written primarily in mixed languages. Engine surfaced 85 findings — concentrated in quality (46), security (21), software (9). Risk profile is high: 0 critical, 14 high, 19 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 22 of 81 actionable findings. 85 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.

low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 66 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: nginx:alpine
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:10 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: node:20-alpine
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:1 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: python:3.11-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
backend/Dockerfile:1 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/deploy.yml:26 CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: backend/app/services/renderers/heading_paragraph.py:render, backend/app/services/renderers/heading_paragraph.py:render This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/verify_nas_wysiwyg_styled.py:api, scripts/verify_nas_delete_button.py:api, scripts/reseed_nas_articles.py:api This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or do…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `process_html_for_copy` in backend/app/api/v1/publish.py:94
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 `process_html_for_copy` in backend/app/services/publish_adapter.py:14
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 `process_html_for_copy` in backend/app/services/wechat_copy_images.py:17
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_export_legacy` in backend/tests/test_export_legacy.py:1
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_process_for_copy` in backend/tests/test_api_publish.py:18
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: handle_github
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/verify_image_host_settings.py:33
low System graph software Dead code conf 1.00 Possibly dead Python function: process_html_images
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/wechat_service.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: publish_draft_sync
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/publish_adapter.py:33
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.
backend/app/services/raster_worker.py:58
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.
backend/app/services/css_inline.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_src
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/wechat_service.py:127
low System graph software Dead code conf 1.00 Possibly dead Python function: replace_src
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/local_imgbed_service.py:104
low System graph software Dead code conf 1.00 Possibly dead Python function: rewrite
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/wechat_copy_images.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: rewrite_img_tag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
backend/app/services/wechat_copy_images.py:126
low System graph quality Complexity conf 1.00 Very large file: frontend/src/surfaces/editor/CenterStage.tsx (1421 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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