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walight999/gold-news-pipeline

https://github.com/walight999/gold-news-pipeline · scanned 2026-06-16 00:54 UTC (2 months, 1 week ago)

27 raw signals (0 security + 27 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 26 actionable findings from 1 signal source. 1 repeated signal grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.6
/100
Security checks
76
0 findings
System graph
76
77.8% cov · 26 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 5 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 26 Crowd 0 Layer: Software 7 Network 5 Frontend 1 Quality 13
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Scan summary Repository scanned at 75.6/100 with 77.8% coverage. It contains 622 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 27 findings — concentrated in quality (14), software (7), network (5). Risk profile is low: 0 critical, 0 high, 5 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 18 of 26 actionable findings. 27 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 network Security conf 1.00 Privileged port 13 in use
Port 13 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 14 in use
Port 14 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 21 in use
Port 21 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 30 in use
Port 30 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
config/schedule.yaml Ports
medium System graph network Security conf 1.00 Privileged port 40 in use
Port 40 is privileged (<1024). Make sure the service runs with the right caps or front it with a non-privileged port via a load balancer.
config/schedule.yaml Ports
low System graph quality Integrity conf 1.00 9 env vars used in code but missing from .env.example
Drift between code and config docs. The first few: `ANTHROPIC_API_KEY`, `APIFY_TOKEN`, `DRY_RUN`, `GAS_WEBAPP_TOKEN`, `GAS_WEBAPP_URL`, `GITHUB_REPOSITORY`, `GITHUB_TOKEN`, `LOG_LEVEL` + 1 more. Add them (with a placeholder/comment) to .env.example so onboarding doesn't break.
config drift
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: src/router.py:format_breaking, src/router.py:format_alert 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.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `ff_weekly_cache_v1` in scripts/push_ff_to_gas.py:17
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 `hours_old` in tests/test_normalizer.py:11
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: build_digest_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/digest.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: format_alert
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/router.py:163
low System graph software Dead code conf 1.00 Possibly dead Python function: format_breaking
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/router.py:150
low System graph software Dead code conf 1.00 Possibly dead Python function: is_active_session
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/utils_time.py:60
low System graph software Dead code conf 1.00 Possibly dead Python function: needs_validation
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/health.py:24
low System graph software Dead code conf 1.00 Possibly dead Python function: push
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/line_client.py:189
low System graph software Dead code conf 1.00 Possibly dead Python function: x_post
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/social_feed.py:198
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: src/main.py (1212 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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