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trickv/meshtastic-hab-bot-v2

https://github.com/trickv/meshtastic-hab-bot-v2 · scanned 2026-06-16 00:41 UTC (2 months, 1 week ago)

35 raw signals (0 security + 35 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 29 actionable findings from 1 signal source. 6 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
81.3
/100
Security checks
81
0 findings
System graph
81
77.8% cov · 29 findings
Critical
0
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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 6 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 29 Crowd 0 Layer: Software 15 Frontend 1 Security 1 Cicd 1 Quality 11
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Scan summary Repository scanned at 81.3/100 with 77.8% coverage. It contains 88 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 35 findings — concentrated in quality (17), software (15), frontend (1). Risk profile is low: 0 critical, 0 high, 6 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 27 of 29 actionable findings. 35 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 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, tests, operator-readme. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, tests, 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 Integrity conf 1.00 Network/subprocess call without timeout or try/except — bot.py:83
`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
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 4 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 44 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 Integrity conf 1.00 7 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: ublox.py:unpack, ublox.py:unpack 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.
7 occurrences
repo-level (7 hits)
duplicatesduplication
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 quality Integrity conf 1.00 Old/deprecated-named symbol `state_copy` in ublox.py:1092
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: configure_loadsave
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:903
low System graph software Dead code conf 1.00 Possibly dead Python function: configure_min_max_sats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:919
low System graph software Dead code conf 1.00 Possibly dead Python function: debug_ptr_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gps.py:10
low System graph software Dead code conf 1.00 Possibly dead Python function: gps_callback
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:1263
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_gps_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
gps.py:6
low System graph software Dead code conf 1.00 Possibly dead Python function: have_field
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:573
low System graph software Dead code conf 1.00 Possibly dead Python function: module_reset
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:924
low System graph software Dead code conf 1.00 Possibly dead Python function: onReceive
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bot.py:154
low System graph software Dead code conf 1.00 Possibly dead Python function: receive_message_noerror
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:856
low System graph software Dead code conf 1.00 Possibly dead Python function: rx_loop
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:1123
low System graph software Dead code conf 1.00 Possibly dead Python function: seek_percent
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:801
low System graph software Dead code conf 1.00 Possibly dead Python function: set_debug
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:719
low System graph software Dead code conf 1.00 Possibly dead Python function: set_logfile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:728
low System graph software Dead code conf 1.00 Possibly dead Python function: set_preferred_dgps_timeout
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:747
low System graph software Dead code conf 1.00 Possibly dead Python function: set_preferred_usePPP
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ublox.py:753
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: ublox.py (1316 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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