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Sign25/utopia-client

https://github.com/Sign25/utopia-client · scanned 2026-06-16 00:12 UTC (2 months, 2 weeks ago)

27 raw signals (4 security + 23 graph)

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Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 26 actionable findings from 2 signal sources. 72 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
99.8
/100
Security checks
100
4 findings
System graph
100
88.9% cov · 22 findings
Critical
1
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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 1 High 1 Medium 4 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 4 System graph 22 Crowd 0 Layer: Quality 22 Software 2 Frontend 1 Cicd 1
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Scan summary Repository scanned at 99.8/100 with 88.9% coverage. It contains 1894 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 23 findings — concentrated in quality (19), software (2), frontend (1). Risk profile is low: 0 critical, 0 high, 2 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 19 of 26 actionable findings. 98 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 quality Practices conf 0.82 23 occurrences Foundry mined mock as real or placeholder: Sign25/utopia-client
Graph query export: Mock, sample, placeholder, or self-attested behavior treated as real Query id: mock_as_real_or_placeholder Query type: motif_query Intent: Hard negatives for fake completeness and missing real data paths. Motif: mock_as_real_or_placeholder Training usage: hard_negative Graph gol…
23 occurrences
repo-level (23 hits)
high Security checks quality Practices conf 0.84 28 occurrences Foundry mined bad chains: Sign25/utopia-client
Comment chain pattern product: bad_chains Repo: Sign25/utopia-client Thread: Sign25/utopia-client#9 Outcome: self_attested_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, link_qu…
28 occurrences
repo-level (28 hits)
medium Security checks quality Practices conf 0.62 19 occurrences Foundry mined assumption checks: Sign25/utopia-client
Comment chain pattern product: assumption_checks Repo: Sign25/utopia-client Thread: Sign25/utopia-client#6 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifa…
19 occurrences
repo-level (19 hits)
medium Security checks quality Practices conf 0.70 5 occurrences Foundry mined unresolved feedback: Sign25/utopia-client
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: need…
5 occurrences
repo-level (5 hits)
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 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
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 47 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 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: utopia_client/mate_detection.py:detect_mate_pairs, utopia_client/mate_detection.py:detect_asexual_candidates This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document wh…
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 Integrity conf 1.00 Old/deprecated-named symbol `parent_copy` in tests/test_reproduce_topology.py:109
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 quality Integrity conf 1.00 Old/deprecated-named symbol `test_envelope_without_brain_legacy` in tests/test_brain_y50_etap3_2.py:82
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: emit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utopia_client/log_buffer.py:30
low System graph software Dead code conf 1.00 Possibly dead Python function: hook
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
utopia_client/local_compute.py:6213
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: tests/test_brain_y50_etap3.py (1592 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: utopia_client/local_compute.py (11837 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: utopia_client/main.py (1450 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: utopia_client/ws_client.py (3183 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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