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tienanh220102-boop/PhanTichKinhTe

https://github.com/tienanh220102-boop/PhanTichKinhTe · scanned 2026-06-16 00:36 UTC (2 months, 2 weeks ago)

31 raw signals (0 security + 31 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 21 actionable findings from 1 signal source. 10 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
72.1
/100
Security checks
72
0 findings
System graph
72
55.6% cov · 21 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 4 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 21 Crowd 0 Layer: Software 7 Frontend 1 Security 1 Cicd 2 Quality 10
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Scan summary Repository scanned at 72.1/100 with 55.6% coverage. It contains 223 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 31 findings — concentrated in quality (19), software (7), cicd (3). Risk profile is low: 0 critical, 0 high, 4 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 17 of 21 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 instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license. 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 cicd CI/CD security conf 1.00 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.
.github/workflows/main.yml CI/CD securitySupply chainGithub actions
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 quality Tests conf 1.00 Very low test-to-source ratio
1 test file(s) for 13 source file(s) (ratio 0.08). 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 113 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 2 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v6 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 17, 20
.github/workflows/main.yml:17, 20 (2 hits)
CI/CD securitySupply chainGithub actions
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: archive/ngan-hang-bds/banking_realestate_agent.py:load_state, scripts/commodity_agent.py:load_state 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…
10 occurrences
repo-level (10 hits)
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 Possibly dead Python function: align
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analysis/data_pipeline.py:63
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_eia_inventory
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/market_data.py:126
low System graph software Dead code conf 1.00 Possibly dead Python function: fetch_fred_indicators
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/market_data.py:143
low System graph software Dead code conf 1.00 Possibly dead Python function: impute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analysis/data_pipeline.py:81
low System graph software Dead code conf 1.00 Possibly dead Python function: score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/main_agent.py:520
low System graph software Dead code conf 1.00 Possibly dead Python function: score
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/commodity_agent.py:984
low System graph software Dead code conf 1.00 Possibly dead Python function: to_gml
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
analysis/causal_dag.py:59
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: scripts/commodity_agent.py (1441 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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