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cmax123456/Algorithm-Repo

https://github.com/cmax123456/Algorithm-Repo · scanned 2026-06-17 01:49 UTC (1 month, 1 week ago)

31 raw signals (0 security + 31 graph)

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Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ -12.4 (diff) · 23 actionable findings from 1 signal source. 8 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
64.3
/100
Security checks
64
0 findings
System graph
64
55.6% cov · 23 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 10 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 23 Crowd 0 Layer: Software 3 Network 8 Security 1 Quality 11
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Scan summary Repository scanned at 64.3/100 with 55.6% coverage. It contains 195 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 31 findings — concentrated in quality (13), software (9), network (8). 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 23 of 23 actionable findings. 31 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.local.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.local.json VerificationClaude 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, tests. 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, tests. 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 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 network Security conf 1.00 Privileged port 350 in use
Port 350 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_entity_normalizer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 400 in use
Port 400 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_policy_summarizer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 50 in use
Port 50 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_explainer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 650 in use
Port 650 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_risk_review_advisor/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 700 in use
Port 700 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_entity_normalizer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 800 in use
Port 800 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_explainer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 900 in use
Port 900 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_policy_summarizer/1.0.0/algorithm_card.yaml Ports
medium System graph network Security conf 1.00 Privileged port 95 in use
Port 95 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
examples/python_http_service_llm_explainer/1.0.0/algorithm_card.yaml Ports
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 5 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 12 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 3 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:log_message, examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:log_message This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see http…
3 occurrences
repo-level (3 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: examples/python_http_service_llm_policy_summarizer/1.0.0/service.py:main, examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:main, examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:main This is *the* AI-coder fail…
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 software Dead code conf 1.00 3 occurrences 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.
3 files, 3 locations
examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:54
examples/python_http_service_llm_policy_summarizer/1.0.0/service.py:48
examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:53
low System graph software Dead code conf 1.00 3 occurrences 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.
3 files, 3 locations
examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:73
examples/python_http_service_llm_policy_summarizer/1.0.0/service.py:73
examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:72
low System graph software Dead code conf 1.00 3 occurrences 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.
3 files, 3 locations
examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:51
examples/python_http_service_llm_policy_summarizer/1.0.0/service.py:45
examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:50
low System graph quality Integrity conf 1.00 Stub function `log_message` (body is just `pass`/`return`) — examples/python_http_service_llm_entity_normalizer/1.0.0/service.py:51
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`) — examples/python_http_service_llm_policy_summarizer/1.0.0/service.py:45
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`) — examples/python_http_service_llm_risk_review_advisor/1.0.0/service.py:50
Likely an AI scaffold that was never filled in. Remove or implement.
Empty handlerDead code
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