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soudousya-lab/cyclez-blog

https://github.com/soudousya-lab/cyclez-blog · scanned 2026-06-16 00:19 UTC (2 months, 2 weeks ago)

39 raw signals (0 security + 39 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 30 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
85.1
/100
Security checks
85
0 findings
System graph
85
77.8% cov · 30 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 1 Medium 13 Low 13 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 30 Crowd 0 Layer: Software 8 Frontend 3 Security 6 Cicd 1 Quality 12
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Scan summary Repository scanned at 85.1/100 with 77.8% coverage. It contains 897 nodes across 22 cross-layer flows, written primarily in mixed languages. Engine surfaced 39 findings — concentrated in quality (17), software (12), security (6). Risk profile is high: 0 critical, 1 high, 13 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 27 of 30 actionable findings. 39 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 Agent instructions conf 1.00 Agent instruction/config may expose a secret: CLAUDE.md
Agent-facing files are routinely pasted into LLM/tool contexts. Move literal tokens, keys, and passwords into a secret manager or document them as placeholders only.
CLAUDE.md:16 SecretsClaude instruction
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — src/components/Analytics.tsx:512
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — src/components/JsonLd.tsx:120
Open XSS surface unless the input is provably trusted. Replace with explicit JSX or sanitize via a vetted library. Why: OWASP basics. Already partially flagged by the security analyzer. Rule id: fq.dangerous-html
Fq dangerous html
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/launch.json
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
.claude/launch.json VerificationClaude instruction
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, tests. 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 Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/components/Analytics.tsx:512
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/components/Analytics.tsx:512 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/components/JsonLd.tsx:120
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/components/JsonLd.tsx:120 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'local_storage_auth_token' in src/components/Analytics.tsx:244
Found a known-risky pattern (local_storage_auth_token). Review and replace if possible.
src/components/Analytics.tsx:244 Local storage auth token
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in scripts/lint-article.mjs:26
Found a known-risky pattern (node_child_process). Review and replace if possible.
scripts/lint-article.mjs:26 Node child process
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 cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 23 placeholder/mock markers across 3 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
0 test file(s) for 77 source file(s) (ratio 0.00). 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 79 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 Integrity conf 1.00 6 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/generate-monthly-report.py:query, scripts/generate-monthly-report.py:q 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.
6 occurrences
repo-level (6 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: docs/reports/website_upgrade_proposal.py:draw, docs/reports/website_upgrade_proposal.py:draw, docs/reports/website_upgrade_proposal.py:draw, docs/reports/website_upgrade_proposal.py:draw This is *the* AI-coder failure mode (4× more duplication in vib…
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: draw
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/reports/website_upgrade_proposal.py:122
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: footer
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
cycleZ-seo/convert_to_pdf_complete.py:18
cycleZ-seo/convert_to_pdf_fpdf.py:20
cycleZ-seo/convert_to_pdf_reason.py:18
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: header
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
cycleZ-seo/convert_to_pdf_complete.py:12
cycleZ-seo/convert_to_pdf_fpdf.py:14
cycleZ-seo/convert_to_pdf_reason.py:12
low System graph software Dead code conf 1.00 Possibly dead Python function: hf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
docs/reports/website_upgrade_proposal.py:225
low System graph software Dead code conf 1.00 Possibly dead Python function: iframe_replace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/wp-to-markdown.py:87
low System graph software Dead code conf 1.00 Possibly dead Python function: iframe_replace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/convert-wp-posts.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: img_replace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/wp-to-markdown.py:59
low System graph software Dead code conf 1.00 Possibly dead Python function: img_replace
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/convert-wp-posts.py:45
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
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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