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samax987/sargassum-monitoring

https://github.com/samax987/sargassum-monitoring · scanned 2026-06-16 04:38 UTC (1 month, 3 weeks ago)

35 raw signals (0 security + 35 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 3 weeks ago · v1 · 34 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.

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Combined
82.9
/100
Security checks
83
0 findings
System graph
83
66.7% cov · 34 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 6 Medium 5 Low 21 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 34 Crowd 0 Layer: Software 14 Security 8 Quality 12
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Scan summary Repository scanned at 82.9/100 with 66.7% coverage. It contains 425 nodes across 25 cross-layer flows, written primarily in mixed languages. Engine surfaced 35 findings — concentrated in software (14), quality (13), security (8). Risk profile is high: 0 critical, 6 high, 5 medium. Recommended next step: open the software layer findings first — that's where the highest-impact wins live.

Showing 32 of 34 actionable findings. 35 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.

high System graph security auth conf 1.00 Flask mutation route `admin_api_create` without `@login_required` — sargassum_admin_routes.py:128
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
sargassum_admin_routes.py:128 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `admin_api_delete` without `@login_required` — sargassum_admin_routes.py:171
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
sargassum_admin_routes.py:171 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `admin_api_update` without `@login_required` — sargassum_admin_routes.py:153
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
sargassum_admin_routes.py:153 securityAuth flask unauth route
high System graph security auth conf 1.00 Flask mutation route `api_subscribe` without `@login_required` — sargassum_web.py:478
Flask route declares POST/PUT/DELETE/PATCH methods without an auth decorator. Add `@login_required` (Flask-Login) or equivalent.
sargassum_web.py:478 securityAuth flask unauth route
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in sarga_claude_intel.py:124
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
sarga_claude_intel.py:124 Tls verify false
high System graph security security conf 1.00 Insecure pattern 'tls_verify_false' in sargassum_collector.py:359
Found a known-risky pattern (tls_verify_false). Review and replace if possible.
sargassum_collector.py:359 Tls verify false
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. 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 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 'weak_hash' in README.md:240
Found a known-risky pattern (weak_hash). Review and replace if possible.
README.md:240 Weak hash
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — check_calibration_delta.py:125
`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
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. 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 185 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 / 18 src (ratio 0.17).
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: sargassum_contributor_routes.py:register, sargassum_contributor_routes.py:login 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 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: check_anfc_health
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_healthcheck.py:138
low System graph software Dead code conf 1.00 Possibly dead Python function: check_dashboard
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_healthcheck.py:181
low System graph software Dead code conf 1.00 Possibly dead Python function: check_last_cron
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_healthcheck.py:122
low System graph software Dead code conf 1.00 Possibly dead Python function: check_last_drift
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_healthcheck.py:168
low System graph software Dead code conf 1.00 Possibly dead Python function: check_last_scoring
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_healthcheck.py:155
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_aviso_duacs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:619
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_copernicus
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:487
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_foresea
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:349
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_noaa_afai
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:263
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_noaa_sir
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:228
low System graph software Dead code conf 1.00 Possibly dead Python function: collect_sargassum_monitoring
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sargassum_collector.py:426
low System graph software Dead code conf 1.00 Possibly dead Python function: count_recent_submissions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
contributors_db.py:444
low System graph software Dead code conf 1.00 Possibly dead Python function: hard_delete
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
beaches_db.py:151
low System graph software Dead code conf 1.00 Possibly dead Python function: list_for_island
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
beaches_db.py:85
low System graph quality Complexity conf 1.00 Very large file: sargassum_collector.py (1351 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: sargassum_dashboard.py (1502 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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