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jingyaogong/minimind-o

https://github.com/jingyaogong/minimind-o · scanned 2026-05-16 22:30 UTC (21 hours, 53 minutes ago) · 10 languages

47 findings (15 legacy + 32 scanner) 13th percentile · Python · small (2-20K LoC) Scanner says 74 (lower by 23)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 21 hours, 53 minutes ago · v1 · 47 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
68.7
/100
Repobility
63
15 legacy
9-layer
74
77.8% cov · 32 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}
Severity distribution — click a segment to filter
Active filters: severity: high × excluding tests × Reset all
Severity: Critical 0 High 11 Medium 14 Low 21 Source: Legacy 15 9-layer 32 Crowd 0 Layer: Quality 10 Security 21 Software 5 Frontend 1 Cicd 1 Api 9
Scan summary Repository scanned at 74.2/100 with 77.8% coverage. It contains 154 nodes across 9 cross-layer flows, written primarily in mixed languages. Engine surfaced 32 findings — concentrated in security (10), api (9), quality (6). Risk profile is high: 0 critical, 9 high, 3 medium. Recommended next step: open the security layer findings first — that's where the highest-impact wins live.

Showing 11 of 47 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

high Legacy security path_traversal conf 0.80 [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.
scripts/web_demo_omni.py:136 path_traversallegacy
high Legacy quality testing No test files found
Add a test directory (tests/ or __tests__/) with unit tests for core functionality. Use pytest (Python), Jest (JS/TS), or go test (Go). Start with tests for critical business logic and security-sensitive functions.
testinglegacy
high 9-layer security auth conf 1.00 Flask mutation route `chat` without `@login_required` — webui/web_demo.py:296
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
webui/web_demo.py:296 authowaspauth.flask.unauth_route
high 9-layer security auth conf 1.00 Flask mutation route `clone_voice` without `@login_required` — webui/web_demo.py:267
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
webui/web_demo.py:267 authowaspauth.flask.unauth_route
high 9-layer security auth conf 1.00 Flask mutation route `delete_voice` without `@login_required` — webui/web_demo.py:284
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
webui/web_demo.py:284 authowaspauth.flask.unauth_route
high 9-layer security auth conf 1.00 Flask mutation route `switch_model` without `@login_required` — webui/web_demo.py:256
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
webui/web_demo.py:256 authowaspauth.flask.unauth_route
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in eval_omni.py:39
Found a known-risky pattern (eval_used). Review and replace if possible.
eval_omni.py:39 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in model/model_omni.py:135
Found a known-risky pattern (eval_used). Review and replace if possible.
model/model_omni.py:135 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in scripts/web_demo_omni.py:82
Found a known-risky pattern (eval_used). Review and replace if possible.
scripts/web_demo_omni.py:82 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in trainer/train_sft_omni.py:118
Found a known-risky pattern (eval_used). Review and replace if possible.
trainer/train_sft_omni.py:118 owaspeval_used
high 9-layer security owasp conf 1.00 Insecure pattern 'eval_used' in webui/web_demo.py:212
Found a known-risky pattern (eval_used). Review and replace if possible.
webui/web_demo.py:212 owaspeval_used
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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