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svankina/local_agents

https://github.com/svankina/local_agents · scanned 2026-06-16 00:26 UTC (2 months, 2 weeks ago)

44 raw signals (0 security + 44 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 42 actionable findings from 1 signal source. 2 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
97.7
/100
Security checks
98
0 findings
System graph
98
88.9% cov · 42 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 16 Low 23 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 42 Crowd 0 Layer: Software 15 Network 1 Frontend 1 Security 4 Cicd 1 Quality 20
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Scan summary Repository scanned at 97.7/100 with 88.9% coverage. It contains 710 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 44 findings — concentrated in quality (22), software (15), security (4). Risk profile is low: 0 critical, 0 high, 16 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 39 of 42 actionable findings. 44 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 docs/article/index.html:29
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
docs/article/index.html:29 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in scripts/article_assets/capture_800_toks_live_desktop.sh:32
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
scripts/article_assets/capture_800_toks_live_desktop.sh:32 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in bench/miniagent.py:33
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
bench/miniagent.py:33 Subprocess shell true
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — bench/miniagent.py:43
`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 — bench/prefill_probe.py:44
`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/article_assets/render_800_toks_assets.py:61
`subprocess.check_output(...)` 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/build_dashboard.py:138
`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/fanout/dispatch.py:113
`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/fanout/fanout_common.py:50
`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/fanout/make_items.py:35
`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/fanout/verify_item.py:40
`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
medium System graph network Security conf 1.00 Privileged port 34 in use
Port 34 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/article_assets/capture_800_toks_live_desktop.sh Ports
medium System graph quality Placeholder conf 1.00 Runtime service client appears to use placeholder configuration
A runtime source file appears to wire Supabase/Firebase/AI/payment-style clients to placeholder URLs, keys, or fallback values. In the Fable corpus this often means the UI/API shape is present while the backend service is not actually configured.
Runtime configService clientGenerated repo pattern
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: ci, operator-readme. 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 28 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
3 tests / 20 src (ratio 0.15).
low System graph quality Integrity conf 1.00 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/fanout/dispatch.py:run_check, scripts/fanout/dispatch.py:run 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.
3 occurrences
repo-level (3 hits)
duplicatesduplication
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_nodes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/verify_item.py:98
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/article_editor.py:59
low System graph software Dead code conf 1.00 Possibly dead Python function: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fake_openai_server.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/article_editor.py:72
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fake_openai_server.py:56
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/article_editor.py:56
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fake_openai_server.py:83
low System graph software Dead code conf 1.00 Possibly dead Python function: one_request
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
bench/coexistence.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: reader
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/telemetry_sampler.py:61
low System graph software Dead code conf 1.00 Possibly dead Python function: sorted_item_paths
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:157
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_AsyncFunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:151
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_ClassDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:145
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_FunctionDef
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:148
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Module
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:142
low System graph software Dead code conf 1.00 Possibly dead Python function: write_tokens
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/fanout/fanout_common.py:266
low System graph quality Docs conf 1.00 README lacks setup or run instructions
A README exists, but it does not contain common install/setup/run markers. This matches a frequent generated-code pattern: UI is present, operational handoff is thin.
ReadmeRepo hardeningGenerated repo pattern
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 Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — scripts/article_editor.py:56
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — scripts/fanout/fake_openai_server.py:83
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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