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BayramAnnakov/edu-ai-product-engineer-s4

https://github.com/BayramAnnakov/edu-ai-product-engineer-s4 · scanned 2026-06-17 01:20 UTC (1 month, 2 weeks ago)

44 raw signals (0 security + 44 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +4.8 (diff) · 41 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
81.5
/100
Security checks
82
0 findings
System graph
82
66.7% cov · 41 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: layer: software × excluding tests × Reset all
Severity: Critical 0 High 0 Medium 10 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 22 Hardware 1 Quality 18
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Scan summary Repository scanned at 81.5/100 with 66.7% coverage. It contains 292 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 44 findings — concentrated in software (22), quality (21), hardware (1). Risk profile is low: 0 critical, 0 high, 10 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 21 of 41 actionable findings. 44 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.

low System graph software Dead code conf 1.00 Possibly dead Python function: capture_failure
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson2/starter-hook-template/agent-sdk-python/colleague.py:84
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_ask
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:599
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_health
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:623
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_optin
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:651
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_optout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:630
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_poll
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:970
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_post_retro
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:692
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_preview_retro
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:1036
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_quiz
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:907
low System graph software Dead code conf 1.00 Possibly dead Python function: cmd_skip_retro
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:755
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.
cohort-agent/telegram_bot.py:611
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/tap.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/wire-peek/tap.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/tap.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/wire-peek/tap.py:88
low System graph software Dead code conf 1.00 Possibly dead Python function: filter
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:463
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/tap.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson3/under-the-hood/wire-peek/tap.py:90
low System graph software Dead code conf 1.00 Possibly dead Python function: passive_log
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/telegram_bot.py:1087
low System graph software Dead code conf 1.00 Possibly dead Python function: readonly_guard
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
lesson2/starter-hook-template/agent-sdk-python/colleague.py:58
low System graph software Dead code conf 1.00 Possibly dead Python function: run_daily_job
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
cohort-agent/digest.py:176
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