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yeh0211/Yeh-Capital-Public

https://github.com/yeh0211/Yeh-Capital-Public · scanned 2026-06-16 01:05 UTC (2 months, 1 week ago)

78 raw signals (55 security + 23 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 28 actionable findings from 2 signal sources. 145 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
98.4
/100
Security checks
98
8 findings
System graph
98
66.7% cov · 20 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 6 Low 15 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 8 System graph 20 Crowd 0 Layer: Quality 17 Security 1 Software 8 Frontend 1 Cicd 1
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Scan summary Repository scanned at 98.4/100 with 66.7% coverage. It contains 402 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 23 findings — concentrated in quality (13), software (8), 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 26 of 28 actionable findings. 173 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 3 occurrences Foundry mined mock as real or placeholder: yeh0211/Yeh-Capital-Public
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…
3 occurrences
repo-level (3 hits)
critical Security checks security auth conf 0.78 2 occurrences Foundry mined security auth guardrail gaps: yeh0211/Yeh-Capital-Public
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…
2 occurrences
repo-level (2 hits)
high Security checks quality Practices conf 0.84 Foundry mined bad chains: yeh0211/Yeh-Capital-Public
Comment chain pattern product: bad_chains Repo: yeh0211/Yeh-Capital-Public Thread: yeh0211/Yeh-Capital-Public#54 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_artif…
high Security checks quality Practices conf 0.80 3 occurrences Foundry mined docs only runtime fix: yeh0211/Yeh-Capital-Public
Graph query export: Docs-only response to runtime or integration issue Query id: docs_only_runtime_fix Query type: motif_query Intent: Assumption-check examples where docs or claims are not enough proof. Motif: docs_only_runtime_fix Training usage: assumption_check Graph gold label: supported_by_ve…
3 occurrences
repo-level (3 hits)
high Security checks quality Testing conf 0.78 26 occurrences Foundry mined test ci gap after feedback: yeh0211/Yeh-Capital-Public
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…
26 occurrences
repo-level (26 hits)
medium Security checks quality Practices conf 0.62 56 occurrences Foundry mined assumption checks: yeh0211/Yeh-Capital-Public
Comment chain pattern product: assumption_checks Repo: yeh0211/Yeh-Capital-Public Thread: yeh0211/Yeh-Capital-Public#71 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_…
56 occurrences
repo-level (56 hits)
medium Security checks quality maintenance conf 0.70 47 occurrences Foundry mined blueprint gap alignment: yeh0211/Yeh-Capital-Public
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: …
47 occurrences
repo-level (47 hits)
medium Security checks quality Practices conf 0.70 12 occurrences Foundry mined unresolved feedback: yeh0211/Yeh-Capital-Public
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: weak…
12 occurrences
repo-level (12 hits)
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. 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 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 32 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 70 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 4 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: 26-election-money-flows/src/build_dossiers.py:event_stats_table, 26-election-money-flows/src/build_dossiers_md.py:stats_table_df This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consol…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: 26-election-money-flows/src/run_sectors.py:md_table, 26-election-money-flows/src/run_gold.py:md_table, 26-election-money-flows/src/run_deep_elections.py:md_table, 26-election-money-flows/src/build_dossiers_md.py:md_table This is *the* AI-coder failur…
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 software Dead code conf 1.00 Possibly dead Python function: bucket_from_return
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
15-ipo-chase/build_model.py:106
low System graph software Dead code conf 1.00 Possibly dead Python function: era
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
26-election-money-flows/src/run_deep_elections.py:117
low System graph software Dead code conf 1.00 Possibly dead Python function: flow_zscore
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
26-election-money-flows/src/event_study.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: money_axis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
23-robotics-fund-mstr-premium-replay/build_figures.py:39
low System graph software Dead code conf 1.00 Possibly dead Python function: percent_axis
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
23-robotics-fund-mstr-premium-replay/build_figures.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: realized_vol
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
26-election-money-flows/src/event_study.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: stack_paths
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
26-election-money-flows/src/event_study.py:135
low System graph software Dead code conf 1.00 Possibly dead Python function: term_year
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
26-election-money-flows/src/run_analysis.py:196
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: 15-ipo-chase/build_model.py (1178 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: 24-spacex-dossier/build_model.py (1220 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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