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vaibhav4046/robolearn

https://github.com/vaibhav4046/robolearn · scanned 2026-06-16 00:47 UTC (2 months, 1 week ago)

72 raw signals (0 security + 72 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 56 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
90.2
/100
Security checks
90
0 findings
System graph
90
88.9% cov · 56 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 18 Low 26 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 56 Crowd 0 Layer: Software 15 Frontend 5 Security 9 Cicd 3 Quality 24
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Scan summary Repository scanned at 90.2/100 with 88.9% coverage. It contains 1914 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 72 findings — concentrated in quality (33), software (15), cicd (10). Risk profile is high: 0 critical, 1 high, 18 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 45 of 56 actionable findings. 72 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 security conf 1.00 Insecure pattern 'exec_used' in src/robolearn/runtime/executor.py:91
Found a known-risky pattern (exec_used). Review and replace if possible.
src/robolearn/runtime/executor.py:91 Exec used
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — src/robolearn/assets/web/app.jsx:1239
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/robolearn/assets/web/bundle.js:2880
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/robolearn/assets/web/Editor.jsx:148
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 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 Action is tag-pinned rather than SHA-pinned
softprops/action-gh-release@v2 can move without a code change in this repo. Pin third-party actions to a reviewed 40-character commit SHA.
.github/workflows/release.yml:85 CI/CD securitySupply chainGithub actions
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/release.yml CI/CD securitySupply chainGithub actions
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/robolearn/assets/web/app.jsx:1239
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/robolearn/assets/web/app.jsx:1239 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/robolearn/assets/web/bundle.js:2880
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/robolearn/assets/web/bundle.js:2880 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in src/robolearn/assets/web/Editor.jsx:148
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
src/robolearn/assets/web/Editor.jsx:148 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/robolearn/assets/web/bundle.js:2298
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/robolearn/assets/web/bundle.js:2298 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/robolearn/assets/web/index.html:56
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/robolearn/assets/web/index.html:56 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in src/robolearn/assets/web/Viewport3D.jsx:53
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
src/robolearn/assets/web/Viewport3D.jsx:53 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in qa_resize_probe.js:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
qa_resize_probe.js:3 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/build_exe.py:70
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/make_ai_model.py:45
`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 quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — scripts/train_ai.py:150
`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
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 24 placeholder/mock markers across 12 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 72 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 8 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.
2 files, 8 locations
.github/workflows/ci.yml:38, 41, 48, 90 (4 hits)
.github/workflows/release.yml:26, 29, 69, 80 (4 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: src/robolearn/ai/ollama_client.py:generate, src/robolearn/ai/ollama_client.py:generate_stream 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 separ…
10 occurrences
repo-level (10 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: src/robolearn/ui/charts.py:redraw, src/robolearn/ui/charts.py:redraw, src/robolearn/ui/charts.py:redraw, src/robolearn/ui/charts.py:redraw This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `test_events_returns_a_copy` in tests/unit/test_tracer.py:57
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 `test_theme_settings_with_theme_returns_copy` in tests/unit/test_ui_main_window.py:52
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: ai_chat_poll
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:1045
low System graph software Dead code conf 1.00 Possibly dead Python function: ai_chat_start
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:955
low System graph software Dead code conf 1.00 Possibly dead Python function: ai_review_code
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:646
low System graph software Dead code conf 1.00 Possibly dead Python function: budget_build
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:423
low System graph software Dead code conf 1.00 Possibly dead Python function: factory
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:703
low System graph software Dead code conf 1.00 Possibly dead Python function: led
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/rover_api.py:293
low System graph software Dead code conf 1.00 Possibly dead Python function: pick_photo
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:1074
low System graph software Dead code conf 1.00 Possibly dead Python function: say
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/rover_api.py:283
low System graph software Dead code conf 1.00 Possibly dead Python function: size_of
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:377
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_arg
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/runtime/sandbox.py:89
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Attribute
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/runtime/sandbox.py:78
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Import
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/runtime/sandbox.py:66
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_ImportFrom
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/runtime/sandbox.py:71
low System graph software Dead code conf 1.00 Possibly dead Python function: visit_Name
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/runtime/sandbox.py:85
low System graph software Dead code conf 1.00 Possibly dead Python function: voice_command
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
src/robolearn/web/app.py:1147
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 frontend Frontend quality conf 1.00 Stray `console.log` in TS/JS — qa_resize_probe.js:84
Replace with the toast helper, an error boundary, or remove. `console.warn` / `console.error` are acceptable. Why: Hygiene — easy to leak debug output. Rule id: fq.console-leak
Fq console leak
low System graph quality Complexity conf 1.00 Very large file: src/robolearn/assets/web/app.jsx (1922 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/robolearn/assets/web/bundle.js (6898 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: src/robolearn/web/app.py (1469 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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