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TonyWang-hub/mcp-cn-commerce

https://github.com/TonyWang-hub/mcp-cn-commerce · scanned 2026-06-16 00:40 UTC (2 months, 1 week ago)

79 raw signals (0 security + 79 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 57 actionable findings from 1 signal source. 22 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
68.4
/100
Security checks
68
0 findings
System graph
68
88.9% cov · 57 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 0 Medium 11 Low 43 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 57 Crowd 0 Layer: Software 20 Hardware 3 Frontend 1 Security 7 Cicd 3 Quality 23
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 68.4/100 with 88.9% coverage. It contains 2469 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 79 findings — concentrated in quality (36), software (20), cicd (12). Risk profile is low: 0 critical, 0 high, 14 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 54 of 57 actionable findings. 79 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 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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
dependabot/fetch-metadata@v3 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 2 locations
.github/workflows/auto-merge.yml:17
.github/workflows/publish.yml:33
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/auto-merge.yml
.github/workflows/mcp-registry.yml
.github/workflows/publish.yml
CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'subprocess_shell_true' in pyproject.toml:222
Found a known-risky pattern (subprocess_shell_true). Review and replace if possible.
pyproject.toml:222 Subprocess shell true
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in servers/doudian/server.py:91
Found a known-risky pattern (weak_hash). Review and replace if possible.
servers/doudian/server.py:91 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in servers/kuaishou/server.py:41
Found a known-risky pattern (weak_hash). Review and replace if possible.
servers/kuaishou/server.py:41 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in servers/pinduoduo/server.py:38
Found a known-risky pattern (weak_hash). Review and replace if possible.
servers/pinduoduo/server.py:38 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in servers/taobao/server.py:34
Found a known-risky pattern (weak_hash). Review and replace if possible.
servers/taobao/server.py:34 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in servers/xiaohongshu/server.py:37
Found a known-risky pattern (weak_hash). Review and replace if possible.
servers/xiaohongshu/server.py:37 Weak hash
medium System graph security security conf 1.00 Insecure pattern 'weak_hash' in shared/cn_commerce_base.py:394
Found a known-risky pattern (weak_hash). Review and replace if possible.
shared/cn_commerce_base.py:394 Weak hash
low System graph hardware Coverage conf 1.00 Containers defined but no K8s/orchestration manifest found
Repo has Dockerfiles/compose but no Kubernetes/Nomad manifests. If the target deployment is K8s, the manifests may live in a separate ops repo.
Deployment
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 45 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: python:3.12-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:13 containersPinned dependencies
low System graph cicd CI/CD security conf 1.00 7 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/setup-python@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
2 files, 7 locations
.github/workflows/test.yml:24, 48, 62, 85, 108, 127 (6 hits)
.github/workflows/publish.yml:23
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 14 places
Functions with the same first-5-line body hash: shared/cn_commerce_base.py:to_dict, shared/cn_commerce_base.py:to_dict, shared/cn_commerce_base.py:to_dict, shared/cn_commerce_base.py:to_dict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hy…
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 16 places
Functions with the same first-5-line body hash: shared/cn_commerce_base.py:get_stats_summary, shared/cn_commerce_base.py:get_stats_summary, shared/cn_commerce_base.py:get_stats, shared/cn_commerce_base.py:get_stats This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see …
duplicatesduplication
low System graph quality Integrity conf 1.00 10 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: shared/normalizer.py:normalize_order_status, shared/normalizer.py:normalize_order 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.
10 occurrences
repo-level (10 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 5 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: shared/dashboard.py:reset, shared/dashboard.py:reset, shared/dashboard.py:reset 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.
5 occurrences
repo-level (5 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 5 places
Functions with the same first-5-line body hash: shared/cn_commerce_base.py:from_dict, shared/cn_commerce_base.py:from_dict, shared/cn_commerce_base.py:from_dict, shared/cn_commerce_base.py:from_dict This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai…
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: shared/cn_commerce_base.py:reset, shared/cn_commerce_base.py:reset, shared/cn_commerce_base.py:reset, shared/cn_commerce_base.py:reset This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). …
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 8 places
Functions with the same first-5-line body hash: shared/cn_commerce_base.py:reset_stats, shared/cn_commerce_base.py:reset_stats, shared/cn_commerce_base.py:reset_stats, shared/cn_commerce_base.py:reset_stats This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `new_field_v2` in tests/test_api_compatibility.py:292
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_get_stats_returns_copy` in tests/test_dashboard.py:119
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_returns_dict_copy` in tests/test_i18n.py:240
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: add_rules
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4339
low System graph software Dead code conf 1.00 Possibly dead Python function: add_warning
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4278
low System graph software Dead code conf 1.00 Possibly dead Python function: cleanup
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:1941
low System graph software Dead code conf 1.00 Possibly dead Python function: clear_history
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4197
low System graph software Dead code conf 1.00 Possibly dead Python function: decorator
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:1322
low System graph software Dead code conf 1.00 Possibly dead Python function: decrement_connections
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4749
low System graph software Dead code conf 1.00 Possibly dead Python function: deep_health_check
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:3114
low System graph software Dead code conf 1.00 Possibly dead Python function: disable_breakpoint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:6235
low System graph software Dead code conf 1.00 Possibly dead Python function: drain
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:1666
low System graph software Dead code conf 1.00 Possibly dead Python function: enable_breakpoint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:6226
low System graph software Dead code conf 1.00 Possibly dead Python function: record_failure
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4660
low System graph software Dead code conf 1.00 Possibly dead Python function: remove_endpoint
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4597
low System graph software Dead code conf 1.00 Possibly dead Python function: replay_filtered
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:5719
low System graph software Dead code conf 1.00 Possibly dead Python function: setup_logging
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:314
low System graph software Dead code conf 1.00 Possibly dead Python function: start_auto_process
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:1749
low System graph software Dead code conf 1.00 Possibly dead Python function: start_recovery_monitor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:5047
low System graph software Dead code conf 1.00 Possibly dead Python function: stop_recovery_monitor
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:5070
low System graph software Dead code conf 1.00 Possibly dead Python function: unsubscribe
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:3930
low System graph software Dead code conf 1.00 Possibly dead Python function: update_subscription
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:3984
low System graph software Dead code conf 1.00 Possibly dead Python function: validate_from_env
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
shared/cn_commerce_base.py:4482
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: servers/doudian/server.py (1701 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/doudian/tests/test_doudian.py (2149 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/jd/tests/test_jd.py (1452 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/oceanengine/tests/test_oceanengine.py (1578 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: servers/taobao/tests/test_taobao.py (1247 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: shared/cn_commerce_base.py (7026 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_cn_commerce_base.py (4688 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: tests/test_integration.py (1345 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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