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ai-agent-assembly/python-sdk

https://github.com/ai-agent-assembly/python-sdk · scanned 2026-06-17 01:30 UTC (1 month, 2 weeks ago)

88 raw signals (0 security + 88 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ -29.1 (diff) · 28 actionable findings from 1 signal source. 60 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
47.6
/100
Security checks
48
0 findings
System graph
48
55.6% cov · 28 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 1 Medium 10 Low 16 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 28 Crowd 0 Layer: Software 8 Network 2 Security 1 Cicd 4 Quality 13
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Scan summary Repository scanned at 47.6/100 with 55.6% coverage. It contains 1647 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 88 findings — concentrated in cicd (50), quality (27), software (8). Risk profile is high: 0 critical, 13 high, 27 medium. Recommended next step: open the cicd layer findings first — that's where the highest-impact wins live.

Showing 25 of 28 actionable findings. 88 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 13 occurrences GitHub Action tracks a moving branch
Chisanan232/GitHub-Action_Reusable_Workflows-Python/.github/workflows/rw_uv_run_test.yaml@master can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 13 locations
.github/workflows/rw_build_and_test.yaml:24, 34, 45, 85, 97, 109, 138, 154 (8 hits)
.github/workflows/rw_run_all_test_and_record.yaml:48, 69, 91, 112, 133 (5 hits)
CI/CD securitySupply chainGithub actions
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/sdk-only-release/REFERENCE.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/sdk-only-release/REFERENCE.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 cicd CI/CD security conf 1.00 16 occurrences GitHub Action is tag-pinned rather than SHA-pinned
astral-sh/setup-uv@v7 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
7 files, 16 locations
.github/workflows/release-python.yml:148, 194, 265, 330, 376, 415 (6 hits)
.github/workflows/documentation.yaml:64, 97, 169 (3 hits)
.github/workflows/native-core-build.yml:30, 33 (2 hits)
.github/workflows/type-check.yml:50, 134 (2 hits)
.github/workflows/benchmarks.yml:30
.github/workflows/docs-backfill.yaml:74
.github/workflows/rw_run_all_test_and_record.yaml:177
CI/CD securitySupply chainGithub actions
medium System graph cicd CI/CD security conf 1.00 3 occurrences 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.
3 files, 3 locations
.github/workflows/docs-backfill.yaml
.github/workflows/documentation.yaml
.github/workflows/release-python.yml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in docs/_overrides/main.html:100
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/_overrides/main.html:100 Direct innerhtml assignment
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — agent_assembly/runtime.py:97
`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/gen_proto.py:61
`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 13 placeholder/mock markers across 5 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 15 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 cicd CI/CD security conf 1.00 18 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.
7 files, 18 locations
.github/workflows/release-python.yml:153, 227, 290, 336, 382, 409, 445 (7 hits)
.github/workflows/documentation.yaml:59, 92, 140, 150 (4 hits)
.github/workflows/native-core-build.yml:22, 25 (2 hits)
.github/workflows/type-check.yml:47, 131 (2 hits)
.github/workflows/benchmarks.yml:56
.github/workflows/docs-backfill.yaml:68
.github/workflows/rw_run_all_test_and_record.yaml:162
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 12 places
Functions with the same first-5-line body hash: agent_assembly/adapters/google_adk/adapter.py:process_agent_id, agent_assembly/adapters/google_adk/adapter.py:process_agent_id, agent_assembly/adapters/pydantic_ai/adapter.py:process_agent_id, agent_assembly/adapters/pydantic_ai/adapter.py:process_age…
duplicatesduplication
low System graph quality Integrity conf 1.00 15 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: agent_assembly/adapters/base.py:register_hooks, agent_assembly/adapters/base.py:register 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.
15 occurrences
repo-level (15 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: agent_assembly/adapters/pydantic_ai/patch.py:patched_run, agent_assembly/adapters/pydantic_ai/patch.py:patched_run_sync, agent_assembly/adapters/pydantic_ai/patch.py:patched_run This is *the* AI-coder failure mode (4× more duplication in vibe-coded r…
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: agent_assembly/adapters/google_adk/patch.py:set_process_agent_id, agent_assembly/adapters/pydantic_ai/patch.py:set_process_agent_id, agent_assembly/adapters/openai_agents/patch.py:set_process_agent_id, agent_assembly/adapters/mcp/patch.py:set_process_…
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: agent_assembly/adapters/google_adk/adapter.py:unregister_hooks, agent_assembly/adapters/crewai/adapter.py:unregister_hooks, agent_assembly/adapters/pydantic_ai/adapter.py:unregister_hooks, agent_assembly/adapters/openai_agents/adapter.py:unregister_ho…
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: add_PolicyServiceServicer_to_server
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/proto/policy_pb2_grpc.py:96
low System graph software Dead code conf 1.00 Possibly dead Python function: async_subgraph_wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/langgraph/patch.py:285
low System graph software Dead code conf 1.00 Possibly dead Python function: check_policy_compliance
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/client/gateway.py:121
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_call_tool
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/mcp/patch.py:248
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_compile
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/langgraph/patch.py:398
low System graph software Dead code conf 1.00 Possibly dead Python function: sync_subgraph_wrapper
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/langgraph/patch.py:298
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapped_async_invoke
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/langgraph/patch.py:432
low System graph software Dead code conf 1.00 Possibly dead Python function: wrapped_sync_invoke
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
agent_assembly/adapters/langgraph/patch.py:449
low System graph quality Integrity conf 1.00 Stub function `_noop_shutdown` (body is just `pass`/`return`) — agent_assembly/core/assembly.py:303
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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