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vela-science/vela

https://github.com/vela-science/vela · scanned 2026-06-16 00:48 UTC (2 months, 1 week ago)

66 raw signals (0 security + 66 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 55 actionable findings from 1 signal source. 11 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
93.5
/100
Security checks
94
0 findings
System graph
94
88.9% cov · 55 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 4 Low 42 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 55 Crowd 0 Layer: Software 11 Hardware 3 Frontend 1 Security 2 Quality 38
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Scan summary Repository scanned at 93.5/100 with 88.9% coverage. It contains 810 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 66 findings — concentrated in quality (49), software (11), hardware (3). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 46 of 55 actionable findings. 66 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 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 security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in crates/vela-hub/src/main.rs:5856
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
crates/vela-hub/src/main.rs:5856 Direct innerhtml assignment
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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 28 placeholder/mock markers across 14 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 96 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 hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: debian:bookworm-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
crates/vela-hub/Dockerfile:27 containersPinned dependencies
low System graph hardware Supply chain conf 1.00 Docker base image is tag-pinned but not digest-pinned: rust:1.91-slim-bookworm
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
crates/vela-hub/Dockerfile:6 containersPinned dependencies
low System graph quality Tests conf 1.00 Low test-to-source ratio
34 tests / 152 src (ratio 0.22).
low System graph quality Integrity conf 1.00 9 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: bindings/python/vela/__init__.py:findings, bindings/python/vela/__init__.py:find 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.
9 occurrences
repo-level (9 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: bindings/python/vela/__init__.py:from_dict, bindings/python/vela/__init__.py:from_dict, bindings/python/vela/__init__.py:from_dict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Cons…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `frontiers_v2` in clients/python/tests/test_loader_frontiers_v2.py:4
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 `frontiers_v2` in clients/python/vela_loader.py:9
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: close_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/client.py:140
low System graph software Dead code conf 1.00 Possibly dead Python function: events_since
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bindings/python/vela/__init__.py:319
low System graph software Dead code conf 1.00 Possibly dead Python function: find
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bindings/python/vela/__init__.py:314
low System graph software Dead code conf 1.00 Possibly dead Python function: frontier_summary
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/reader.py:153
low System graph software Dead code conf 1.00 Possibly dead Python function: list_attestations_by_actor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/reader.py:111
low System graph software Dead code conf 1.00 Possibly dead Python function: list_evaluations_for_target
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/reader.py:147
low System graph software Dead code conf 1.00 Possibly dead Python function: list_findings
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bindings/python/vela/__init__.py:304
low System graph software Dead code conf 1.00 Possibly dead Python function: publish_to_hub
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/client.py:290
low System graph software Dead code conf 1.00 Possibly dead Python function: record_output_artifact
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_agent/client.py:192
low System graph software Dead code conf 1.00 Possibly dead Python function: reducer_effects
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
clients/python/vela_reducer.py:996
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: clients/python/vela_reducer.py (1304 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-cli/src/cli.rs (6057 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-cli/src/cli_commands.rs (3905 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-cli/src/cli_registry.rs (1182 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-cli/src/serve.rs (3840 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-edge/src/benchmark.rs (2010 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-edge/src/export.rs (2499 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-edge/src/lint.rs (1428 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-edge/src/signals.rs (1318 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-hub/src/db.rs (3967 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-hub/src/main.rs (7111 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/bundle.rs (3679 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/events.rs (3024 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/frontier_repo.rs (1553 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/project.rs (1237 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/proposals.rs (6806 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/reducer.rs (2613 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/repo.rs (1670 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/sign.rs (1335 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/src/state.rs (2442 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-protocol/tests/cross_impl_reducer_fixtures.rs (3364 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/vela-verify/src/lib.rs (1944 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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