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Gabangxa/FreelanceDash1

https://github.com/Gabangxa/FreelanceDash1 · scanned 2026-06-16 04:24 UTC (2 months ago)

25 raw signals (0 security + 25 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 25 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
92.9
/100
Security checks
93
0 findings
System graph
93
66.7% cov · 25 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 0 Medium 3 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 25 Crowd 0 Layer: Software 14 Security 1 Quality 10
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Scan summary Repository scanned at 92.9/100 with 66.7% coverage. It contains 182 nodes across 5 cross-layer flows, written primarily in mixed languages. Engine surfaced 25 findings — concentrated in software (14), quality (10), security (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 20 of 25 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
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 quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 11 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph security security conf 1.00 Insecure pattern 'debug_true' in main.py:15
Found a known-risky pattern (debug_true). Review and replace if possible.
main.py:15 Debug true
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: mail.py:send_email_async, mail.py:send_email 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.
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: asset_url
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
asset_bundler.py:174
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_db_errors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
errors.py:226
low System graph software Dead code conf 1.00 Possibly dead Python function: is_configured
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
google_auth.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: kv
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
nats_client.py:447
low System graph software Dead code conf 1.00 Possibly dead Python function: purge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
nats_client.py:433
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_for_tests
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
nats_client.py:280
low System graph software Dead code conf 1.00 Possibly dead Python function: send_email_async
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mail.py:141
low System graph software Dead code conf 1.00 Possibly dead Python function: send_magic_link_email
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mail.py:317
low System graph software Dead code conf 1.00 Possibly dead Python function: send_notification_email
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mail.py:346
low System graph software Dead code conf 1.00 Possibly dead Python function: send_password_reset_email
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mail.py:288
low System graph software Dead code conf 1.00 Possibly dead Python function: send_welcome_email
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mail.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: shutdown
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
nats_client.py:251
low System graph software Dead code conf 1.00 Possibly dead Python function: slice_filter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
app.py:156
low System graph software Dead code conf 1.00 Possibly dead Python function: track_db_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
performance.py:92
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