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sisbell/agentic-reasoning-lattice

https://github.com/sisbell/agentic-reasoning-lattice · scanned 2026-06-16 00:14 UTC (2 months, 2 weeks ago)

120 raw signals (0 security + 120 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 105 actionable findings from 1 signal source. 15 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
87.5
/100
Security checks
88
0 findings
System graph
88
77.8% cov · 105 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 27 Low 41 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 105 Crowd 0 Layer: Software 27 Frontend 1 Security 1 Cicd 1 Quality 75
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Scan summary Repository scanned at 87.5/100 with 77.8% coverage. It contains 44314 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 120 findings — concentrated in quality (90), software (27), frontend (1). Risk profile is low: 0 critical, 0 high, 27 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 68 of 105 actionable findings. 120 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.

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/alloy.py:66
`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/asn-migrate.py:95
`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/asn-sync-deps.py:131
`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/backfill-cascade-anchors.py:181
`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/commit.py:48
`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/dafny.py:66
`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/design-digest-run.py:180
`subprocess.Popen(...)` 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/design-digest.py:87
`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/examples.py:64
`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/inquiry-import.py:219
`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/lib/agents/producers/note_import.py:270
`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/lib/agents/producers/note_patch.py:268
`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/lib/agents/refiners/claim_structural_revise.py:263
`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/lib/agents/refiners/note_absorb.py:381
`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/lib/runner/_commit.py:41
`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/lib/shared/git_ops.py:31
`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/lib/verification/alloy/common.py:98
`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/lib/verification/alloy/validate.py:36
`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/lib/verification/dafny/validate.py:49
`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/note-assembly.py:74
`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/promote-proofs.py:75
`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/retract-orphan-revise-94.py:86
`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/test-cases.py:95
`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 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 1009 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 Tests conf 1.00 Low test-to-source ratio
51 tests / 236 src (ratio 0.22).
low System graph quality Integrity conf 1.00 16 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/test-cases.py:call_claude, scripts/examples.py:call_claude This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
16 occurrences
repo-level (16 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/lib/agents/refiners/note_revise.py:run, scripts/lib/agents/producers/claim_decompose.py:run, scripts/lib/agents/producers/note_review.py:run This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-c…
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: scripts/lib/predicates/factory.py:predicate, scripts/lib/predicates/factory.py:predicate, scripts/lib/predicates/factory.py:predicate, scripts/lib/predicates/factory.py:predicate This is *the* AI-coder failure mode (4× more duplication in vibe-coded …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: scripts/lib/predicates/factory.py:lookup, scripts/lib/predicates/factory.py:lookup, scripts/lib/predicates/factory.py:lookup, scripts/lib/predicates/factory.py:lookup This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: scripts/lib/agents/scouts/claim_structural_audit.py:run, scripts/lib/agents/refiners/claim_structural_revise.py:run, scripts/lib/agents/producers/citation_resolve.py:run, scripts/lib/agents/producers/claim_signature_resolve.py:run This is *the* AI-co…
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 `claim_v1` in scripts/lib/predicates/tests/test_predicates.py:146
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 `e1_v1` in scripts/lib/backend/tests/test_links.py:237
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 `upstream_v1` in scripts/lib/predicates/tests/test_cascade.py:209
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: asn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/runner/scope.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: asn_first_claim
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/scope.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: check_aggregate_anchor_coverage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/aggregate_anchor_coverage.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: check_citation_targets_exist
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/citation_targets.py:53
low System graph software Dead code conf 1.00 Possibly dead Python function: check_claim_statements_bridge
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/claim_statements_bridge.py:57
low System graph software Dead code conf 1.00 Possibly dead Python function: check_review_coverage
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/review_coverage.py:35
low System graph software Dead code conf 1.00 Possibly dead Python function: check_trigger_agent_scope_alignment
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/trigger_agent_scope.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: check_version_graph
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/doctor/version_graph.py:42
low System graph software Dead code conf 1.00 Possibly dead Python function: claim_docs_dir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/shared/paths.py:351
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/provenance/context.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: derive_output_name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/verification/alloy/common.py:129
low System graph software Dead code conf 1.00 Possibly dead Python function: dump_yaml
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/shared/yaml_io.py:19
low System graph software Dead code conf 1.00 Possibly dead Python function: find_imports_for_asn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/verification/dafny/translate.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: find_review
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/shared/paths.py:411
low System graph software Dead code conf 1.00 Possibly dead Python function: git_head_sha
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/shared/git_ops.py:29
low System graph software Dead code conf 1.00 Possibly dead Python function: next_run_number
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/verification/alloy/common.py:136
low System graph software Dead code conf 1.00 Possibly dead Python function: parse_extract
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/verification/alloy/translate.py:41
low System graph software Dead code conf 1.00 Possibly dead Python function: per_active_note
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/scope.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: per_asn_claim_review_paths
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/_commit_paths.py:100
low System graph software Dead code conf 1.00 Possibly dead Python function: per_asn_note
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/scope.py:137
low System graph software Dead code conf 1.00 Possibly dead Python function: per_claim_of_asn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/scope.py:72
low System graph software Dead code conf 1.00 Possibly dead Python function: per_inquiry_of_asn
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/scope.py:112
low System graph software Dead code conf 1.00 Possibly dead Python function: per_review_finding_paths
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/_commit_paths.py:120
low System graph software Dead code conf 1.00 Possibly dead Python function: run_commit
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/verification/dafny/common.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: run_one
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/design-digest-run.py:168
low System graph software Dead code conf 1.00 Possibly dead Python function: single_path
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/triggers/_commit_paths.py:192
low System graph software Dead code conf 1.00 Possibly dead Python function: topological_sort_labels
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/lib/shared/topological_sort.py:10
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: _archive/implementation/translation/xanadu-oracle-rust/src/xanadu_oracle.rs (1567 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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