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SmallAIOS/SmallAIOS

https://github.com/SmallAIOS/SmallAIOS · scanned 2026-06-16 00:16 UTC (2 months, 2 weeks ago)

75 raw signals (0 security + 75 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 45 actionable findings from 1 signal source. 30 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.8
/100
Security checks
73
0 findings
System graph
73
88.9% cov · 45 findings
Critical
0
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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 0 High 1 Medium 15 Low 27 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Network 2 Hardware 2 Frontend 1 Cicd 5 Quality 35
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Scan summary Repository scanned at 72.8/100 with 88.9% coverage. It contains 2482 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 75 findings — concentrated in cicd (35), quality (35), network (2). Risk profile is high: 0 critical, 1 high, 38 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 40 of 45 actionable findings. 75 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.

high System graph cicd CI/CD security conf 1.00 GitHub Action tracks a moving branch
SonarSource/sonarcloud-github-action@master can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/ci.yml:755 CI/CD securitySupply chainGithub actions
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/apply.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/apply.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/archive.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/archive.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/opsx/sync.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/commands/opsx/sync.md VerificationClaude instruction
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 hardware Security conf 1.00 Dockerfile runs as root: Dockerfile
No non-root USER set. Containers running as root expand the blast radius of any vulnerability inside the image.
Container
medium System graph cicd CI/CD security conf 1.00 24 occurrences GitHub Action is tag-pinned rather than SHA-pinned
docker/build-push-action@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
3 files, 24 locations
.github/workflows/ci.yml:207, 630, 651, 658, 665, 672, 679, 686, +8 more (16 hits)
.github/workflows/release.yml:112, 130, 133, 136, 144, 153 (6 hits)
.github/workflows/codeql.yml:74, 108 (2 hits)
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/docs.yml CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 GitHub Actions workflow grants broad write permissions
CI tokens with write permissions increase blast radius when an action, dependency, or PR workflow is compromised. Prefer job-level least-privilege permissions.
.github/workflows/release.yml CI/CD securitySupply chainGithub actions
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/dsm-matrix.py:24
`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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 247 placeholder/mock markers across 89 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph network Security conf 1.00 Privileged port 6 in use
Port 6 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
.github/workflows/ci.yml Ports
medium System graph network Security conf 1.00 Privileged port 955 in use
Port 955 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
scripts/deploy-jetson-flash.sh Ports
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 44 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: rustlang/rust:nightly-slim
Container tags can be retagged upstream. Pin production base images to a reviewed digest (`image@sha256:...`) when reproducibility and supply-chain integrity matter.
Dockerfile:4 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 8 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/upload-artifact@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
4 files, 8 locations
.github/workflows/ci.yml:732, 751, 871 (3 hits)
.github/workflows/docs.yml:38, 62 (2 hits)
.github/workflows/release.yml:45, 85 (2 hits)
.github/workflows/codeql.yml:64
CI/CD securitySupply chainGithub actions
low System graph quality Tests conf 1.00 Low test-to-source ratio
90 tests / 667 src (ratio 0.13).
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: fs/src/f2fs/write.rs (1899 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: fs/src/flash/littlefs/mod.rs (1990 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kernel/src/hal.rs (2513 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kernel/src/syscall/auth.rs (1823 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: kernel/src/syscall/mod.rs (2627 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: mgmt/src/loader_toml/mod.rs (1768 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: mgmt/src/surface_zenoh/admin.rs (1486 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: mgmt/src/surface_zenoh/model_handlers.rs (1571 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: net/src/dhcp.rs (1621 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: net/src/rtl8169.rs (1614 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/cuda/gpu_executor.rs (1766 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/executor.rs (3667 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/kv_compression.rs (2071 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/metal_dispatch.rs (2107 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/operators.rs (6820 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/ops/generative.rs (1777 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/ops/microsoft.rs (2250 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/protobuf.rs (2320 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/src/session.rs (1749 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: onnx-rt/tests/test_cuda.rs (4039 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: security/src/crypto/ml_dsa.rs (1832 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tls-client/src/handshake/driver.rs (1384 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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