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syahiidkamil/qwen-agent-rag-knowledgebase-chatbot

https://github.com/syahiidkamil/qwen-agent-rag-knowledgebase-chatbot · scanned 2026-06-16 00:27 UTC (2 months, 2 weeks ago)

90 raw signals (0 security + 90 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 66 actionable findings from 1 signal source. 24 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
71.6
/100
Security checks
72
0 findings
System graph
72
88.9% cov · 66 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 2 Medium 40 Low 17 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 66 Crowd 0 Layer: Software 9 Frontend 3 Security 12 Cicd 1 Quality 41
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Scan summary Repository scanned at 71.6/100 with 88.9% coverage. It contains 898 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 90 findings — concentrated in quality (59), software (15), security (12). Risk profile is high: 0 critical, 2 high, 40 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 59 of 66 actionable findings. 90 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 .claude/hooks/ask-user-input.js:40
Found a known-risky pattern (exec_used). Review and replace if possible.
.claude/hooks/ask-user-input.js:40 Exec used
high System graph security security conf 1.00 Insecure pattern 'exec_used' in .claude/hooks/task-complete.js:50
Found a known-risky pattern (exec_used). Review and replace if possible.
.claude/hooks/task-complete.js:50 Exec used
medium System graph frontend Frontend quality conf 1.00 `dangerouslySetInnerHTML` used in a React component — misc/design-reference/RAG_Knowledge_Base_App/admin-cms.jsx:450
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 — misc/design-reference/RAG_Knowledge_Base_App/landing.jsx:73
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/agents/code-explorer.md
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/agents/code-explorer.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/agents/generator-discriminator-loop.md
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/agents/generator-discriminator-loop.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/commit.md
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/commands/commit.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/gitlog.md
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/commands/gitlog.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/commands/run-be-fe.md
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/commands/run-be-fe.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/settings.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/settings.json VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/abstraction-power/SKILL.md
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/skills/abstraction-power/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/docx/SKILL.md
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/skills/docx/SKILL.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/human-writing/languages/README.md
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/skills/human-writing/languages/README.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/pdf/reference.md
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/skills/pdf/reference.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/shadcn/customization.md
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/skills/shadcn/customization.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/skill-creator/agents/comparator.md
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/skills/skill-creator/agents/comparator.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/skill-creator/references/schemas.md
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/skills/skill-creator/references/schemas.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .mcp.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.
.mcp.json VerificationMcp config
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/docx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/skills/docx/SKILL.md:58 Supply chainClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/pptx/pptxgenjs.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/skills/pptx/pptxgenjs.md:238 Supply chainClaude instruction
medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/pptx/SKILL.md
Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.
.claude/skills/pptx/SKILL.md:230 Supply chainClaude 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 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 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 'dangerous_innerhtml' in misc/design-reference/RAG_Knowledge_Base_App/admin-cms.jsx:450
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
misc/design-reference/RAG_Knowledge_Base_App/admin-cms.jsx:450 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'dangerous_innerhtml' in misc/design-reference/RAG_Knowledge_Base_App/landing.jsx:73
Found a known-risky pattern (dangerous_innerhtml). Review and replace if possible.
misc/design-reference/RAG_Knowledge_Base_App/landing.jsx:73 Dangerous innerhtml
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in .claude/skills/skill-creator/assets/eval_review.html:69
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
.claude/skills/skill-creator/assets/eval_review.html:69 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in .claude/skills/skill-creator/eval-viewer/viewer.html:766
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
.claude/skills/skill-creator/eval-viewer/viewer.html:766 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'direct_innerhtml_assignment' in misc/design-reference/RAG_Knowledge_Base_App/login.html:101
Found a known-risky pattern (direct_innerhtml_assignment). Review and replace if possible.
misc/design-reference/RAG_Knowledge_Base_App/login.html:101 Direct innerhtml assignment
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/hooks/ask-user-input.js:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
.claude/hooks/ask-user-input.js:3 Node child process
medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/hooks/task-complete.js:3
Found a known-risky pattern (node_child_process). Review and replace if possible.
.claude/hooks/task-complete.js:3 Node child process
medium System graph quality Integrity conf 1.00 Network/subprocess call without timeout or try/except — .claude/skills/docx/scripts/office/soffice.py:14
`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 — .claude/skills/docx/scripts/office/validators/redlining.py:138
`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 — .claude/skills/pptx/scripts/office/soffice.py:14
`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 — .claude/skills/pptx/scripts/office/validators/redlining.py:138
`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 — .claude/skills/pptx/scripts/thumbnail.py:161
`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 — .claude/skills/skill-creator/scripts/run_eval.py:85
`subprocess.Popen(...)` 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 — .claude/skills/xlsx/scripts/office/soffice.py:14
`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 — .claude/skills/xlsx/scripts/office/validators/redlining.py:138
`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 — .claude/skills/xlsx/scripts/recalc.py:92
`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 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 15 placeholder/mock markers across 6 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 75 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: ci, 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 416 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 16 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: .claude/skills/docx/scripts/office/validate.py:main, .claude/skills/pptx/scripts/office/validate.py:main, .claude/skills/xlsx/scripts/office/validate.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://j…
16 occurrences
repo-level (16 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 4 occurrences Near-duplicate function bodies in 6 places
Functions with the same first-5-line body hash: .claude/skills/docx/scripts/office/helpers/merge_runs.py:merge_runs, .claude/skills/docx/scripts/office/helpers/simplify_redlines.py:simplify_redlines, .claude/skills/pptx/scripts/office/helpers/merge_runs.py:merge_runs, .claude/skills/pptx/scripts/of…
4 occurrences
repo-level (4 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `xml_copy` in .claude/skills/docx/scripts/office/validators/base.py:705
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 `xml_copy` in .claude/skills/pptx/scripts/office/validators/base.py:705
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 `xml_copy` in .claude/skills/xlsx/scripts/office/validators/base.py:705
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: do_GET
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/skill-creator/eval-viewer/generate_review.py:332
low System graph software Dead code conf 1.00 Possibly dead Python function: do_POST
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/skill-creator/eval-viewer/generate_review.py:361
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: infer_author
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
.claude/skills/docx/scripts/office/helpers/simplify_redlines.py:172
.claude/skills/pptx/scripts/office/helpers/simplify_redlines.py:172
.claude/skills/xlsx/scripts/office/helpers/simplify_redlines.py:172
low System graph software Dead code conf 1.00 Possibly dead Python function: log_message
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/skill-creator/eval-viewer/generate_review.py:382
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: merge_runs
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
.claude/skills/docx/scripts/office/helpers/merge_runs.py:16
.claude/skills/pptx/scripts/office/helpers/merge_runs.py:16
.claude/skills/xlsx/scripts/office/helpers/merge_runs.py:16
low System graph software Dead code conf 1.00 Possibly dead Python function: patched_get_inherited
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/pdf/scripts/fill_fillable_fields.py:80
low System graph software Dead code conf 1.00 Possibly dead Python function: run_single_query
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/skill-creator/scripts/run_eval.py:35
low System graph software Dead code conf 1.00 3 occurrences Possibly dead Python function: simplify_redlines
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
3 files, 3 locations
.claude/skills/docx/scripts/office/helpers/simplify_redlines.py:22
.claude/skills/pptx/scripts/office/helpers/simplify_redlines.py:22
.claude/skills/xlsx/scripts/office/helpers/simplify_redlines.py:22
low System graph software Dead code conf 1.00 Possibly dead Python function: sort_key
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
.claude/skills/pdf/scripts/extract_form_field_info.py:96
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
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