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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)

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.

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All 898 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
getProjectName software healthy .claude/hooks/ask-user-input.js:getProjectName
notifyAskUserInput software healthy .claude/hooks/ask-user-input.js:notifyAskUserInput
getProjectName software healthy .claude/hooks/task-complete.js:getProjectName
notifyComplete software healthy .claude/hooks/task-complete.js:notifyComplete
_call_claude software healthy .claude/skills/skill-creator/scripts/improve_description.py…
improve_description software healthy .claude/skills/skill-creator/scripts/improve_description.py…
main software healthy .claude/skills/skill-creator/scripts/improve_description.py…
split_eval_set software healthy .claude/skills/skill-creator/scripts/run_loop.py:24
run_loop software healthy .claude/skills/skill-creator/scripts/run_loop.py:47
print_eval_stats software healthy .claude/skills/skill-creator/scripts/run_loop.py:154
main software healthy .claude/skills/skill-creator/scripts/run_loop.py:244
should_exclude software healthy .claude/skills/skill-creator/scripts/package_skill.py:27
package_skill software healthy .claude/skills/skill-creator/scripts/package_skill.py:42
main software healthy .claude/skills/skill-creator/scripts/package_skill.py:111
generate_html software healthy .claude/skills/skill-creator/scripts/generate_report.py:16
aggregate_runs software healthy .claude/skills/skill-creator/scripts/generate_report.py:227
score_class software healthy .claude/skills/skill-creator/scripts/generate_report.py:244
main software healthy .claude/skills/skill-creator/scripts/generate_report.py:304
parse_skill_md software healthy .claude/skills/skill-creator/scripts/utils.py:7
validate_skill software healthy .claude/skills/skill-creator/scripts/quick_validate.py:12
calculate_stats software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
load_run_results software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
aggregate_results software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
generate_benchmark software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
generate_markdown software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
main software healthy .claude/skills/skill-creator/scripts/aggregate_benchmark.py…
find_project_root software healthy .claude/skills/skill-creator/scripts/run_eval.py:22
run_single_query software dead .claude/skills/skill-creator/scripts/run_eval.py:35
run_eval software healthy .claude/skills/skill-creator/scripts/run_eval.py:184
main software healthy .claude/skills/skill-creator/scripts/run_eval.py:259
get_mime_type software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
find_runs software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
_find_runs_recursive software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
build_run software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
embed_file software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
load_previous_iteration software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
generate_html software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
_kill_port software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
__init__ software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
do_GET software dead .claude/skills/skill-creator/eval-viewer/generate_review.py…
do_POST software dead .claude/skills/skill-creator/eval-viewer/generate_review.py…
log_message software dead .claude/skills/skill-creator/eval-viewer/generate_review.py…
main software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
__init__ software healthy .claude/skills/mcp-builder/scripts/connections.py:103
_create_context software healthy .claude/skills/mcp-builder/scripts/connections.py:108
__aenter__ software healthy .claude/skills/mcp-builder/scripts/connections.py:24
__aexit__ software healthy .claude/skills/mcp-builder/scripts/connections.py:48
list_tools software healthy .claude/skills/mcp-builder/scripts/connections.py:55
call_tool software healthy .claude/skills/mcp-builder/scripts/connections.py:67
create_connection software healthy .claude/skills/mcp-builder/scripts/connections.py:112

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
.mcp.json software healthy .mcp.json
CLAUDE.md software healthy CLAUDE.md
NOTES.md software healthy NOTES.md
overview.md software healthy docs/external-information/qwen-agent/overview.md
install.md software healthy docs/external-information/qwen-agent/get_started/install.md
features.md software healthy docs/external-information/qwen-agent/get_started/features.md
quickstart.md software healthy docs/external-information/qwen-agent/get_started/quickstart…
configuration.md software healthy docs/external-information/qwen-agent/get_started/configurat…
schema.md software healthy docs/external-information/qwen-agent/core_moduls/schema.md
context.md software healthy docs/external-information/qwen-agent/core_moduls/context.md
rag.md software healthy docs/external-information/qwen-agent/core_moduls/rag.md
agent.md software healthy docs/external-information/qwen-agent/core_moduls/agent.md
llm.md software healthy docs/external-information/qwen-agent/core_moduls/llm.md
tool.md software healthy docs/external-information/qwen-agent/core_moduls/tool.md
tech-stack-simple.md software healthy docs/system-design/tech-stack-simple.md
rag-overview.md software healthy docs/system-design/rag-overview.md
README.md software healthy docs/system-design/README.md
chat-pipeline.md software healthy docs/system-design/chat-pipeline.md
overview.md software healthy docs/system-design/overview.md
ingestion-pipeline.md software healthy docs/system-design/ingestion-pipeline.md
tech-stack.md software healthy docs/system-design/tech-stack.md
CLAUDE.md software healthy repos/CLAUDE.md
settings.json software healthy .claude/settings.json
DESIGN.md software healthy .claude/rules/DESIGN.md
javascript.md software healthy .claude/rules/javascript.md
backend.md software healthy .claude/rules/backend.md
frontend-react-vite-tailwind-4-and-shadcn.md software healthy .claude/rules/frontend-react-vite-tailwind-4-and-shadcn.md
swe-atlas:create-phase-details.md software healthy .claude/commands/swe-atlas:create-phase-details.md
stage-and-commit.md software healthy .claude/commands/stage-and-commit.md
swe-atlas:create-design-md.md software healthy .claude/commands/swe-atlas:create-design-md.md
qa-manual-test-run.md software healthy .claude/commands/qa-manual-test-run.md
feature-dev.md software healthy .claude/commands/feature-dev.md
swe-atlas:create-tasks.md software healthy .claude/commands/swe-atlas:create-tasks.md
run-be-fe.md software healthy .claude/commands/run-be-fe.md
swe-atlas:create-phase.md software healthy .claude/commands/swe-atlas:create-phase.md
gitlog.md software healthy .claude/commands/gitlog.md
commit.md software healthy .claude/commands/commit.md
swe-atlas:brainstorming-with-prototype.md software healthy .claude/commands/swe-atlas:brainstorming-with-prototype.md
swe-atlas:new-project-context.md software healthy .claude/commands/swe-atlas:new-project-context.md
code-architect.md software healthy .claude/agents/code-architect.md
code-explorer.md software healthy .claude/agents/code-explorer.md
code-review.md software healthy .claude/agents/code-review.md
qa-manual-tester.md software healthy .claude/agents/qa-manual-tester.md
code-simplifier.md software healthy .claude/agents/code-simplifier.md
generator-discriminator-loop.md software healthy .claude/agents/generator-discriminator-loop.md
commit.md software healthy .claude/agents/commit.md
ask-user-input.js software healthy .claude/hooks/ask-user-input.js
task-complete.js software healthy .claude/hooks/task-complete.js
SKILL.md software healthy .claude/skills/abstraction-power/SKILL.md
SKILL.md software healthy .claude/skills/human-writing/SKILL.md

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
docs software healthy docs
external-information software healthy docs/external-information
qwen-agent software healthy docs/external-information/qwen-agent
get_started software healthy docs/external-information/qwen-agent/get_started
core_moduls software healthy docs/external-information/qwen-agent/core_moduls
system-design software healthy docs/system-design
repos software healthy repos
.claude software healthy .claude
rules software healthy .claude/rules
commands software healthy .claude/commands
agents software healthy .claude/agents
hooks software healthy .claude/hooks
skills software healthy .claude/skills
abstraction-power software healthy .claude/skills/abstraction-power
human-writing software healthy .claude/skills/human-writing
languages software healthy .claude/skills/human-writing/languages
skill-creator software healthy .claude/skills/skill-creator
scripts software healthy .claude/skills/skill-creator/scripts
references software healthy .claude/skills/skill-creator/references
assets software healthy .claude/skills/skill-creator/assets
agents software healthy .claude/skills/skill-creator/agents
eval-viewer software healthy .claude/skills/skill-creator/eval-viewer
theme-factory software healthy .claude/skills/theme-factory
themes software healthy .claude/skills/theme-factory/themes
frontend-design software healthy .claude/skills/frontend-design
find-skills software healthy .claude/skills/find-skills
mcp-builder software healthy .claude/skills/mcp-builder
reference software healthy .claude/skills/mcp-builder/reference
scripts software healthy .claude/skills/mcp-builder/scripts
learning-from-mistakes software healthy .claude/skills/learning-from-mistakes
docx software healthy .claude/skills/docx
scripts software healthy .claude/skills/docx/scripts
office software healthy .claude/skills/docx/scripts/office
helpers software healthy .claude/skills/docx/scripts/office/helpers
validators software healthy .claude/skills/docx/scripts/office/validators
pptx software healthy .claude/skills/pptx
scripts software healthy .claude/skills/pptx/scripts
office software healthy .claude/skills/pptx/scripts/office
helpers software healthy .claude/skills/pptx/scripts/office/helpers
validators software healthy .claude/skills/pptx/scripts/office/validators
xlsx software healthy .claude/skills/xlsx
scripts software healthy .claude/skills/xlsx/scripts
office software healthy .claude/skills/xlsx/scripts/office
helpers software healthy .claude/skills/xlsx/scripts/office/helpers
validators software healthy .claude/skills/xlsx/scripts/office/validators
canvas-design software healthy .claude/skills/canvas-design
pdf software healthy .claude/skills/pdf
scripts software healthy .claude/skills/pdf/scripts
shadcn software healthy .claude/skills/shadcn
rules software healthy .claude/skills/shadcn/rules

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
ReviewHandler software healthy .claude/skills/skill-creator/eval-viewer/generate_review.py…
MCPConnection software healthy .claude/skills/mcp-builder/scripts/connections.py:13
MCPConnectionStdio software healthy .claude/skills/mcp-builder/scripts/connections.py:73
MCPConnectionSSE software healthy .claude/skills/mcp-builder/scripts/connections.py:88
MCPConnectionHTTP software healthy .claude/skills/mcp-builder/scripts/connections.py:100
PPTXSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/docx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/docx/scripts/office/validators/docx.py:16
PPTXSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/pptx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/pptx/scripts/office/validators/docx.py:16
PPTXSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/pptx.py:10
RedliningValidator software healthy .claude/skills/xlsx/scripts/office/validators/redlining.py:…
BaseSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/base.py:12
DOCXSchemaValidator software healthy .claude/skills/xlsx/scripts/office/validators/docx.py:16
RectAndField software healthy .claude/skills/pdf/scripts/check_bounding_boxes.py:9
Entity software healthy .claude/skills/algorithmic-art/templates/generator_template…

LabelLayerStatusPath
127.0.0.1 network healthy .claude/skills/skill-creator/eval-viewer/generate_review.py
5.92.43.37 network healthy misc/design-reference/RAG_Knowledge_Base_App/landing.jsx
32.22.7.83 network healthy misc/design-reference/RAG_Knowledge_Base_App/landing.jsx

LabelLayerStatusPath
vps::aws hardware healthy docs/system-design/README.md
vps::gcp hardware healthy .claude/skills/skill-creator/SKILL.md
vps::azure hardware healthy .claude/skills/skill-creator/SKILL.md

LabelLayerStatusPath
auth::.claude/skills/skill-creator/SKILL.md security healthy .claude/skills/skill-creator/SKILL.md
auth::phases/01-roles-refactor/wireframes/html/login.html security healthy phases/01-roles-refactor/wireframes/html/login.html
auth::docs/system-design/README.md security healthy docs/system-design/README.md

LabelLayerStatusPath
postgres data healthy .mcp.json
postgresql data healthy .mcp.json

LabelLayerStatusPath
repobility-clone-kpnuy2uq software healthy /tmp/repobility-clone-kpnuy2uq
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