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tarekelgindy/tributary

https://github.com/tarekelgindy/tributary · scanned 2026-06-16 00:30 UTC (2 months, 2 weeks ago)

62 raw signals (0 security + 62 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 46 actionable findings from 1 signal source. 16 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
78
0 findings
System graph
78
100.0% cov · 46 findings
Critical
3
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 3 High 0 Medium 10 Low 24 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 46 Crowd 0 Layer: Software 10 Api 1 Frontend 1 Security 9 Cicd 2 Quality 23
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Scan summary Repository scanned at 77.8/100 with 100.0% coverage. It contains 634 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 62 findings — concentrated in quality (37), software (10), security (9). Risk profile is high: 3 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 37 of 46 actionable findings. 62 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.

critical System graph security Secrets conf 1.00 Possible secret in legacy/demo.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
legacy/demo.py:14
critical System graph security Secrets conf 1.00 Possible secret in README.md
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
README.md:39
critical System graph security Secrets conf 1.00 Possible secret in social_search.py
Detected pattern matching password_literal. Rotate the credential and move to a secret manager.
social_search.py:23
medium System graph quality Tests conf 1.00 CI is configured but no tests are detected
A CI pipeline exists, but the scan found no test files to gate. Opus labeled this generated-code pattern as config theater: release machinery exists, but it has little behavioral signal.
CI/CDConfig theaterRepo hardening
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 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/agenda-capture.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in fingerprint_viewer.html:852
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
fingerprint_viewer.html:852 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in index.html:104
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
index.html:104 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in legacy/viewer.html:625
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
legacy/viewer.html:625 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in legacy/viewer_comparisons.html:893
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
legacy/viewer_comparisons.html:893 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in legacy/viewer_river.html:829
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
legacy/viewer_river.html:829 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'insert_adjacent_html' in fingerprint_viewer.html:2018
Found a known-risky pattern (insert_adjacent_html). Review and replace if possible.
fingerprint_viewer.html:2018 Insert adjacent html
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 24 source file(s) (ratio 0.00). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, tests. 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 636 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 3 occurrences GitHub Action is tag-pinned rather than SHA-pinned
actions/checkout@v4 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
lines 38, 41, 47
.github/workflows/agenda-capture.yml:38, 41, 47 (3 hits)
CI/CD securitySupply chainGithub actions
low System graph quality Integrity conf 1.00 14 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: social_search.py:search_narrative, social_search.py:search_narrative 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.
14 occurrences
repo-level (14 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 33 places
Functions with the same first-5-line body hash: models.py:to_dict, models.py:to_dict, models.py:to_dict, models.py:to_dict 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.
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: models.py:to_json, models.py:to_json, models.py:to_json, models.py:to_json 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 Near-duplicate function bodies in 7 places
Functions with the same first-5-line body hash: ingestors.py:extract, ingestors.py:extract, ingestors.py:extract, ingestors.py:extract 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.
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 quality Integrity conf 1.00 Old/deprecated-named symbol `rest_v1` in discover.py:103
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: create_constraints
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
legacy/graph_store.py:50
low System graph software Dead code conf 1.00 Possibly dead Python function: extract_and_trace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ingestors.py:682
low System graph software Dead code conf 1.00 Possibly dead Python function: from_text
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
ingestors.py:326
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_data
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
discover.py:52
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_endtag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
discover.py:48
low System graph software Dead code conf 1.00 Possibly dead Python function: handle_starttag
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
discover.py:44
low System graph software Dead code conf 1.00 Possibly dead Python function: load_raw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fingerprint.py:3466
low System graph software Dead code conf 1.00 Possibly dead Python function: provenance_stats
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
legacy/graph_store.py:288
low System graph software Dead code conf 1.00 Possibly dead Python function: run_message_batch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
fingerprint.py:1571
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_content
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
legacy/worker.py:208
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: fingerprint.py (3805 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: legacy/agent.py (3058 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: legacy/demo.py (1426 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: models.py (1894 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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