Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

kelly-ry4n/diffusion-gemma-viewer

https://github.com/kelly-ry4n/diffusion-gemma-viewer · scanned 2026-06-16 04:30 UTC (2 months ago)

6 raw signals (0 security + 6 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 6 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.1
/100
Security checks
87
0 findings
System graph
87
55.6% cov · 6 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 2 Low 2 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 6 Crowd 0 Layer: Security 4 Quality 2

All 45 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
_load_model software healthy server.py:87
_flatten_content software healthy server.py:105
_normalize_messages software healthy server.py:126
_gen_kwargs software healthy server.py:142
_request_tools software healthy server.py:159
_build_prompt software healthy server.py:167
_now software healthy server.py:180
_usage software healthy server.py:184
_ready_or_error software healthy server.py:192
_sse software healthy server.py:203
_chunk software healthy server.py:207
_coerce_scalar software healthy server.py:224
_parse_val software healthy server.py:243
_parse_obj software healthy server.py:267
_parse_arr software healthy server.py:286
_parse_paren_args software healthy server.py:296
_parse_tool_calls software healthy server.py:329
_clean_content software healthy server.py:366
_to_openai_tool_call software healthy server.py:372
_generate_nonempty software healthy server.py:390
_stats software healthy server.py:400
_blocking_chat software healthy server.py:423
_blocking_completion software healthy server.py:452
_produce_stream software healthy server.py:463
_sse_stream software healthy server.py:536
_lifespan software healthy server.py:552
index software healthy server.py:564
status software healthy server.py:569
list_models software healthy server.py:574
chat_completions software healthy server.py:585
completions software healthy server.py:615
main software healthy server.py:629
⚙ CORSMiddleware software healthy server.py

LabelLayerStatusPath
server.py software healthy server.py
run.sh software healthy run.sh
requirements.txt software healthy requirements.txt
README.md software healthy README.md
smoke_test.py software healthy smoke_test.py

LabelLayerStatusPath
GET / api healthy server.py
GET /status api healthy server.py
GET /v1/models api healthy server.py
POST /v1/chat/completions api healthy server.py
POST /v1/completions api healthy server.py

LabelLayerStatusPath
kelly-ry4n__diffusion-gemma-viewer software healthy /data/fable5_failed_archive/kelly-ry4n__diffusion-gemma-vie…

LabelLayerStatusPath
127.0.0.1 network healthy README.md
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/b9428230-7a87-4845-ad54-5d73ed297b11/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/b9428230-7a87-4845-ad54-5d73ed297b11/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.