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BEN0021022/chopsaw-hmi

https://github.com/BEN0021022/chopsaw-hmi · scanned 2026-06-17 01:19 UTC (1 month, 2 weeks ago)

42 raw signals (0 security + 42 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 +2.8 (diff) · 41 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
79.5
/100
Security checks
80
0 findings
System graph
80
33.3% cov · 41 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 5 Low 35 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 41 Crowd 0 Layer: Software 29 Security 1 Quality 11
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Scan summary Repository scanned at 79.5/100 with 33.3% coverage. It contains 204 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 42 findings — concentrated in software (29), quality (12), security (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 40 of 41 actionable findings. 42 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.

medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, operator-readme. 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — build.py:66
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — updater.py:210
`subprocess.Popen(...)` 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 8 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 quality Tests conf 1.00 Low test-to-source ratio
2 tests / 10 src (ratio 0.20).
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: main.py:run, main.py:run 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.
2 occurrences
repo-level (2 hits)
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 quality Docs conf 1.00 No README detected
No README file was found. Generated repos without README context are hard to operate, validate, or safely hand off.
ReadmeRepo hardeningGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: add_cut_to_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1301
low System graph software Dead code conf 1.00 Possibly dead Python function: apply_current_profile_params
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1867
low System graph software Dead code conf 1.00 Possibly dead Python function: cancel_auto_cycle
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1500
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_cut_list
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1308
low System graph software Dead code conf 1.00 Possibly dead Python function: cut
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
simulator.py:165
low System graph software Dead code conf 1.00 Possibly dead Python function: down
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
simulator.py:162
low System graph software Dead code conf 1.00 Possibly dead Python function: initiate_calibration
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1856
low System graph software Dead code conf 1.00 Possibly dead Python function: listen_for_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
serial_handler.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: load_list_from_file
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1421
low System graph software Dead code conf 1.00 Possibly dead Python function: move_relative
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1788
low System graph software Dead code conf 1.00 Possibly dead Python function: near_calibrate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1751
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_overcurrent_trip
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1848
low System graph software Dead code conf 1.00 Possibly dead Python function: resume_after_reset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1524
low System graph software Dead code conf 1.00 Possibly dead Python function: set_motor_parameters
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1798
low System graph software Dead code conf 1.00 Possibly dead Python function: toggle_clamp
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1275
low System graph software Dead code conf 1.00 Possibly dead Python function: toggle_current_settings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1800
low System graph software Dead code conf 1.00 Possibly dead Python function: toggle_motor_power
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1775
low System graph software Dead code conf 1.00 Possibly dead Python function: toggle_pid_control
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1776
low System graph software Dead code conf 1.00 Possibly dead Python function: up
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
simulator.py:172
low System graph software Dead code conf 1.00 Possibly dead Python function: update_board_sensor_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1939
low System graph software Dead code conf 1.00 Possibly dead Python function: update_calibration_factors
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:2011
low System graph software Dead code conf 1.00 Possibly dead Python function: update_current_draw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1985
low System graph software Dead code conf 1.00 Possibly dead Python function: update_current_voltage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1949
low System graph software Dead code conf 1.00 Possibly dead Python function: update_homed_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1883
low System graph software Dead code conf 1.00 Possibly dead Python function: update_list_from_box
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1431
low System graph software Dead code conf 1.00 Possibly dead Python function: update_message_log
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1870
low System graph software Dead code conf 1.00 Possibly dead Python function: update_motor_state
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1887
low System graph software Dead code conf 1.00 Possibly dead Python function: update_position_label_from_device
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1874
low System graph software Dead code conf 1.00 Possibly dead Python function: update_sensor_status
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
main.py:1932
low System graph quality Complexity conf 1.00 Very large file: main.py (2234 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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