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Comfy-Org/ComfyUI

https://github.com/Comfy-Org/ComfyUI · scanned 2026-05-17 20:33 UTC (3 weeks, 5 days ago) · 10 languages

551 raw signals (51 security + 500 graph) 8/10 scanners ran 63rd percentile · Python · large (100-500K LoC) System graph score 66 (higher by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks, 5 days ago · v2 · 16 actionable findings from 1 signal source. 35 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.0
/100
Security checks
88
16 findings
System graph
66
100.0% cov · 0 findings
Critical
0
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Agents
6
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 4 Medium 4 Low 4 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 16 System graph 0 Crowd 0 Layer: Quality 7 Security 5 Software 4
Scan summary Quality grade A- (80/100). Dimensions: security 100, maintainability 85. 51 findings (7 security). 205,886 lines analyzed.

Showing 12 of 16 actionable findings. 51 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 Security checks security path traversal conf 0.80 3 occurrences [SEC013] Path Traversal — User Input in File Path: User-controlled input used in file path without sanitization. Allows reading arbitrary files.
Use os.path.realpath() and verify the path starts with your expected base directory. Use secure_filename() for uploads.
3 files, 3 locations
comfy_api_nodes/util/conversions.py:332
comfy_extras/nodes_dataset.py:32
comfy_extras/nodes_load_3d.py:18
high Security checks software File upload conf 1.00 [SEC032] Unrestricted File Upload — no extension/MIME validation: File upload accepts the user's filename without validating extension, content-type, or magic bytes. Attackers upload `.php`, `.jsp`, or executable files to a web-served directory, then visit the URL to trigger RCE. CWE-434. Examples: Apache Struts (CVE-2017-9805), countless WordPress plugin RCEs.
Validate THREE things server-side: 1. Extension allowlist: ALLOWED = {'.png', '.jpg', '.pdf'} ext = Path(file.filename).suffix.lower() if ext not in ALLOWED: abort(400) 2. Magic-byte check (don't trust the extension): import magic mime = magic.from_buffer(file…
comfy/k_diffusion/utils.py:289
medium Security checks security auth conf 0.86 [AUC006] OpenAPI spec has no visible security contract: OpenAPI or Swagger files were found, but no security schemes or operation security requirements were detected.
Add securitySchemes and per-operation security requirements/scopes, then mark intentionally public operations explicitly.
low Security checks quality Error handling conf 1.00 3 occurrences [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
3 files, 3 locations
.ci/update_windows/update.py:70
app/assets/api/schemas_in.py:297
app/assets/seeder.py:467
medium Security checks security path traversal conf 1.00 [SEC012] ZipSlip — Archive Path Traversal: Archive extraction without path validation allows writing files outside the target directory.
Validate extracted paths with os.path.realpath() and ensure they stay within the target directory.
app/frontend_management.py:194
medium Security checks security Crypto conf 1.00 [SEC014] SSL Verification Disabled: SSL certificate verification is disabled, allowing man-in-the-middle attacks.
Enable SSL verification. Use verify=True (default) for requests. Pin certificates if needed.
server.py:1240
high Security checks quality Quality conf 0.72 Agent control bridge may listen on a network interface without visible auth
Bind local agent bridges to 127.0.0.1 by default. If remote access is required, require a bearer token or mTLS, enforce origin/CSRF checks for browser clients, and document the threat model.
main.py:22
medium Security checks quality Quality conf 0.78 Public web service has no security.txt
Add /.well-known/security.txt with Contact, Expires, Canonical, Preferred-Languages, and Policy fields. Keep the contact endpoint monitored.
.well-known/security.txt
low Security checks quality Quality conf 0.64 Duplicate top-level symbol appears in a patch-style file
Keep one authoritative implementation, update imports to point at it, and remove or rename the duplicate symbol.
comfy/ldm/rt_detr/rtdetr_v4.py:1
low Security checks quality Quality conf 0.60 30 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
12 files, 21 locations
comfy/ldm/cascade/stage_c.py:1, 4, 5, 54 (4 hits)
comfy/ldm/cascade/stage_a.py:1, 4 (2 hits)
comfy/ldm/cascade/stage_c_coder.py:1, 4 (2 hits)
comfy/ldm/cosmos/predict2.py:205, 642 (2 hits)
comfy/ldm/wan/model_wandancer.py:128, 164 (2 hits)
comfy/text_encoders/qwen_image.py:21, 51 (2 hits)
comfy/weight_adapter/glora.py:42, 43 (2 hits)
alembic_db/versions/0002_merge_to_asset_references.py:181
duplicationquality
low Security checks quality Quality conf 0.74 robots.txt does not advertise a sitemap
Add `Sitemap: https://your-domain.example/sitemap.xml` to robots.txt.
.github/workflows/release-webhook.yml
high Security checks quality Quality conf 0.62 Source file name looks like an AI patch artifact
Rename it to the domain concept it implements or merge it into the existing module it was meant to change.
comfy/ldm/rt_detr/rtdetr_v4.py:1
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