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tomWhiting/aion

https://github.com/tomWhiting/aion · scanned 2026-06-16 00:40 UTC (2 months, 1 week ago)

62 raw signals (0 security + 62 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 45 actionable findings from 1 signal source. 17 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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Combined
87.3
/100
Security checks
87
0 findings
System graph
87
100.0% 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 0 Medium 13 Low 20 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Software 6 Frontend 4 Cicd 1 Quality 33 Security 1
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Scan summary Repository scanned at 87.3/100 with 100.0% coverage. It contains 3005 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 62 findings — concentrated in quality (50), software (6), frontend (4). Risk profile is low: 0 critical, 0 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 33 of 45 actionable findings. 62 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 authority lacks a verifier contract: .claude/settings.json
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/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/agent-browser/references/profiling.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/skills/agent-browser/references/profiling.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/agent-browser/references/snapshot-refs.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/skills/agent-browser/references/snapshot-refs.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/meridian-identity/SKILL.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/skills/meridian-identity/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/message-search/SKILL.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/skills/message-search/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/messaging/references/group-comms.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/skills/messaging/references/group-comms.md VerificationClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/agent-browser/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/skills/agent-browser/SKILL.md:265 Supply chainClaude instruction
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, lockfile. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, lockfile. 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 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 — sdks/python/aion-worker/build_proto.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 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 Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 80 placeholder/mock markers across 32 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 quality Debug conf 1.00 Debug logging residue appears in source files
Found 75 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 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: sdks/python/aion-worker/aion_worker/context.py:cancelled, sdks/python/aion-worker/aion_worker/context.py:cancel This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document…
18 occurrences
repo-level (18 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: sdks/python/aion-client/aion_client/payload.py:decode_payload, sdks/python/aion-client/aion_client/payload.py:decode_payload, sdks/python/aion-client/aion_client/payload.py:decode_payload This is *the* AI-coder failure mode (4× more duplication in vi…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 30 places
Functions with the same first-5-line body hash: sdks/python/aion-worker/aion_worker/proto/worker_pb2_grpc.py:StreamWorker, sdks/python/aion-worker/aion_worker/proto/worker_pb2_grpc.py:StreamWorker, sdks/python/aion-client/aion_client/proto/workflow_pb2_grpc.py:StartWorkflow, sdks/python/aion-client…
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 dependencies conf 1.00 Node manifest has dependencies but no lockfile: apps/aion-dashboard/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
apps/aion-dashboard/package.json LockfileReproducibilityGenerated repo pattern
low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: sdks/typescript/aion-worker/package.json
`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.
sdks/typescript/aion-worker/package.json LockfileReproducibilityGenerated repo pattern
low System graph software Dead code conf 1.00 Possibly dead Python function: add_WorkerProtocolServicer_to_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-worker/aion_worker/proto/worker_pb2_grpc.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: add_WorkflowServiceServicer_to_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-client/aion_client/proto/workflow_pb2_grpc.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: decorate
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-worker/aion_worker/activity.py:46
low System graph software Dead code conf 1.00 Possibly dead Python function: initialize
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-worker/build_proto.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: latest_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-client/aion_client/handle.py:27
low System graph software Dead code conf 1.00 Possibly dead Python function: specific_run
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sdks/python/aion-client/aion_client/handle.py:32
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — sdks/typescript/aion-client/examples/seven-operations.ts:33
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — sdks/typescript/aion-client/test/conformance/conformance.test.ts:43
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: crates/aion-worker/src/worker.rs (2650 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/aion/src/durability/recorder.rs (1489 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/aion/src/runtime/nif_child.rs (1321 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: crates/aion/src/runtime/nif_collect.rs (1279 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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