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linxuhao/AItelier

https://github.com/linxuhao/AItelier · scanned 2026-06-16 04:31 UTC (2 months ago)

18 raw signals (0 security + 18 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months ago · v1 · 18 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
59.7
/100
Security checks
60
0 findings
System graph
60
44.4% cov · 18 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 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 18 Crowd 0 Layer: Software 14 Security 1 Quality 3
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Scan summary Repository scanned at 59.7/100 with 44.4% coverage. It contains 34 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 18 findings — concentrated in software (14), quality (3), 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 18 of 18 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 Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — debugctl.py:35
`subprocess.run(...)` here lacks both a `timeout=` arg and an enclosing try/except. This is exactly the class of bug that took down our git-clone earlier (HTTP/2 stream cancel surfaced as a fatal). Add a `timeout=` and wrap in try/except, or use a wrapper that retries.
runtime safetyRobustness
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 37 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 software Dead code conf 1.00 Possibly dead Python function: cmd_capture
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_cat
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:282
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_cmd
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:114
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_diff
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:297
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_inspect
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:149
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_log
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:311
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_send
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_snapshot
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:124
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_start
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:55
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_stop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_trace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:330
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_tree
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:274
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_watch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
debugctl.py:204
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