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zyx1121/kilo-sense

https://github.com/zyx1121/kilo-sense · scanned 2026-06-16 01:13 UTC (2 months, 1 week ago)

43 raw signals (34 security + 9 graph)

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Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 16 actionable findings from 2 signal sources. 123 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
94.9
/100
Security checks
95
7 findings
System graph
95
66.7% cov · 9 findings
Critical
2
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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 2 High 3 Medium 7 Low 2 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 7 System graph 9 Crowd 0 Layer: Quality 13 Security 2 Frontend 1
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Scan summary Repository scanned at 94.9/100 with 66.7% coverage. It contains 65 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 9 findings — concentrated in quality (7), frontend (1), security (1). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 14 of 16 actionable findings. 139 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 10 occurrences Foundry mined mock as real or placeholder: zyx1121/kilo-sense
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…
10 occurrences
repo-level (10 hits)
critical Security checks security auth conf 0.78 11 occurrences Foundry mined security auth guardrail gaps: zyx1121/kilo-sense
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…
11 occurrences
repo-level (11 hits)
high Security checks quality Practices conf 0.84 10 occurrences Foundry mined bad chains: zyx1121/kilo-sense
Comment chain pattern product: bad_chains Repo: zyx1121/kilo-sense Thread: zyx1121/kilo-sense#98 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_quali…
10 occurrences
repo-level (10 hits)
high Security checks quality Quality conf 0.76 2 occurrences Foundry mined schema ui api mismatch: zyx1121/kilo-sense
Graph query export: Schema, UI, and API mismatch Query id: schema_ui_api_mismatch Query type: motif_query Intent: Assumption-check examples for data-path consistency across layers. Motif: schema_ui_api_mismatch Training usage: assumption_check Graph gold label: supported_by_high_confidence_link Rep…
2 occurrences
repo-level (2 hits)
high Security checks quality Testing conf 0.78 9 occurrences Foundry mined test ci gap after feedback: zyx1121/kilo-sense
Graph query export: Feedback exposes missing tests or CI Query id: test_ci_gap_after_feedback Query type: motif_query Intent: Hard negatives for feedback/fix chains without adequate guardrails. Motif: test_ci_gap_after_feedback Training usage: hard_negative Graph gold label: supported_by_verificati…
9 occurrences
repo-level (9 hits)
medium Security checks quality Practices conf 0.62 71 occurrences Foundry mined assumption checks: zyx1121/kilo-sense
Comment chain pattern product: assumption_checks Repo: zyx1121/kilo-sense Thread: zyx1121/kilo-sense#99 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_artifact_without_verification_graph Reasons: source_graph_has_real_artifacts, …
71 occurrences
repo-level (71 hits)
medium Security checks quality maintenance conf 0.70 17 occurrences Foundry mined blueprint gap alignment: zyx1121/kilo-sense
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: …
17 occurrences
repo-level (17 hits)
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/generate-icon.py:26
`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 — scripts/generate-mark.py:18
`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 quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 3 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 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 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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