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wguime/anest-ap

https://github.com/wguime/anest-ap · scanned 2026-06-16 00:57 UTC (2 months, 1 week ago)

514 raw signals (66 security + 448 graph)

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 417 actionable findings from 2 signal sources. 310 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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Scan summary Repository scanned at 56.8/100 with 88.9% coverage. It contains 7226 nodes across 30 cross-layer flows, written primarily in mixed languages. Engine surfaced 448 findings — concentrated in frontend (189), quality (179), security (56). Risk profile is high: 20 critical, 3 high, 98 medium. Recommended next step: open the frontend layer findings first — that's where the highest-impact wins live.

Showing 8 of 417 actionable findings. 727 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 20 occurrences Foundry mined mock as real or placeholder: wguime/anest-ap
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…
20 occurrences
repo-level (20 hits)
critical Security checks security auth conf 0.78 32 occurrences Foundry mined security auth guardrail gaps: wguime/anest-ap
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…
32 occurrences
repo-level (32 hits)
high Security checks quality Practices conf 0.84 60 occurrences Foundry mined bad chains: wguime/anest-ap
Comment chain pattern product: bad_chains Repo: wguime/anest-ap Thread: wguime/anest-ap#99 Outcome: ambiguous_needs_more_evidence Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_has_veri…
60 occurrences
repo-level (60 hits)
high Security checks quality Practices conf 0.80 Foundry mined docs only runtime fix: wguime/anest-ap
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: weak_supervisio…
high Security checks quality Quality conf 0.76 28 occurrences Foundry mined schema ui api mismatch: wguime/anest-ap
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: weak_supervision_needs_review Repo: w…
28 occurrences
repo-level (28 hits)
high Security checks quality Testing conf 0.78 21 occurrences Foundry mined test ci gap after feedback: wguime/anest-ap
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: weak_supervision_needs_…
21 occurrences
repo-level (21 hits)
medium Security checks quality Practices conf 0.62 37 occurrences Foundry mined assumption checks: wguime/anest-ap
Comment chain pattern product: assumption_checks Repo: wguime/anest-ap Thread: wguime/anest-ap#92 Outcome: claimed_resolved_unverified Thread label: thread_has_human_issue_and_fix_context Source graph label: source_backed_multi_signal_graph Reasons: source_graph_has_real_artifacts, source_graph_has…
37 occurrences
repo-level (37 hits)
medium Security checks quality Practices conf 0.70 80 occurrences Foundry mined unresolved feedback: wguime/anest-ap
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…
80 occurrences
repo-level (80 hits)
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