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xXQuantumSmokeXx/xXCYD-Weather-StationXx

https://github.com/xXQuantumSmokeXx/xXCYD-Weather-StationXx · scanned 2026-06-16 01:03 UTC (2 months, 1 week ago)

16 raw signals (7 security + 9 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 14 actionable findings from 2 signal sources. 5 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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55.6% cov · 9 findings

Severity distribution — click a segment to filter

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Severity: Critical 1 High 1 Medium 6 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 5 System graph 9 Crowd 0 Layer: Quality 9 Security 2 Software 1 Frontend 1 Cicd 1

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 95.1/100 with 55.6% coverage. It contains 71 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 9 findings — concentrated in quality (5), software (1), frontend (1). Risk profile is low: 0 critical, 0 high, 3 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 13 of 14 actionable findings. 19 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.

critical Security checks security auth conf 0.78 Foundry mined security auth guardrail gaps: xXQuantumSmokeXx/xXCYD-Weather-StationXx

Graph query export: Security/auth changes without enough guardrails Query id: security_auth_guardrail_gaps Query type: motif_query Intent: Assumption-check security/auth examples requiring stronger tests or CI. Motif: security_auth_without_guardrails Training usage: assumption_check Graph gold labe…

high Security checks quality Practices conf 0.84 Foundry mined bad chains: xXQuantumSmokeXx/xXCYD-Weather-StationXx

Comment chain pattern product: bad_chains Repo: xXQuantumSmokeXx/xXCYD-Weather-StationXx Thread: xXQuantumSmokeXx/xXCYD-Weather-StationXx#4 Outcome: not_resolved_or_not_observed Thread label: thread_has_human_issue_without_fix_context Source graph label: source_artifact_without_verification_graph R…

medium Security checks quality Practices conf 0.62 2 occurrences Foundry mined assumption checks: xXQuantumSmokeXx/xXCYD-Weather-StationXx

Comment chain pattern product: assumption_checks Repo: xXQuantumSmokeXx/xXCYD-Weather-StationXx Thread: xXQuantumSmokeXx/xXCYD-Weather-StationXx#3 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_without_fix_context Source graph label: source_artifact_without_verification…

2 occurrences

repo-level (2 hits)

medium Security checks quality maintenance conf 0.70 3 occurrences Foundry mined blueprint gap alignment: xXQuantumSmokeXx/xXCYD-Weather-StationXx

Graph query export: Human feedback aligned with blueprint or architecture gaps Query id: blueprint_gap_alignment Query type: motif_query Intent: Curriculum-gap examples connecting issue threads to helicopter-view gaps. Motif: blueprint_gap_alignment Training usage: curriculum_gap Graph gold label: …

3 occurrences

repo-level (3 hits)

medium Security checks quality Practices conf 0.70 3 occurrences Foundry mined unresolved feedback: xXQuantumSmokeXx/xXCYD-Weather-StationXx

Graph query export: Human feedback without linked fix evidence Query id: unresolved_feedback Query type: motif_query Intent: Negative/unresolved examples that should not be hallucinated into fixes. Motif: unlinked_feedback_needs_evidence Training usage: negative_or_unresolved Graph gold label: assu…

3 occurrences

repo-level (3 hits)

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 2 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.

Coverage

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 31 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 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: merge_bin_callback

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

merge_bin.py:6

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

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