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WenyuChiou/awesome-agentic-ai-zh

https://github.com/WenyuChiou/awesome-agentic-ai-zh · scanned 2026-05-15 01:21 UTC (3 weeks ago) · 10 languages

79 findings (20 legacy + 59 scanner) 61st percentile · Python · small (2-20K LoC) Scanner says 78 (lower by 3)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 15 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
73.2
/100
Repobility
68
15 legacy
9-layer
78
100.0% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 55.0 0.15 8.25
security_score 75.1 0.25 18.77
testing_score 80.0 0.20 16.00
documentation_score 100.0 0.15 15.00
practices_score 65.0 0.15 9.75
code_quality 75.7 0.10 7.57
Overall 1.00 75.3
Calibrated penalty buckets (security_score): agent: 4.3 · docker: 2.6 · threat: 18.1
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 5 Medium 4 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 15 9-layer 0 Crowd 0 Layer: Cicd 2 Security 6 Quality 5 Software 2

All 801 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
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rounded_rect software healthy scripts/generate-stage5-stack.py:87
main software healthy scripts/generate-stage5-stack.py:95
slugify software healthy scripts/check-anchors.py:41
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parse_anchor_links software healthy scripts/check-anchors.py:104
should_skip software healthy scripts/check-anchors.py:122
validate_file software healthy scripts/check-anchors.py:132
main software healthy scripts/check-anchors.py:166
find_md_files software healthy scripts/check-links.py:42
extract_urls software healthy scripts/check-links.py:51
check_url software dead scripts/check-links.py:72
main software healthy scripts/check-links.py:90
compress_png software healthy scripts/compress-images.py:27
main software healthy scripts/compress-images.py:73
normalize_repo software healthy scripts/refresh-stars.py:52
find_md_files software healthy scripts/refresh-stars.py:68
parse_stars_text software healthy scripts/refresh-stars.py:77
fetch_stars software dead scripts/refresh-stars.py:91
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main software healthy scripts/refresh-stars.py:115
find_paired_files software healthy scripts/sync-language-switchers.py:48
make_readme_switcher software healthy scripts/sync-language-switchers.py:78
make_inline_switcher software healthy scripts/sync-language-switchers.py:98
detect_switcher_block software healthy scripts/sync-language-switchers.py:122
update_file software healthy scripts/sync-language-switchers.py:149
main software healthy scripts/sync-language-switchers.py:208
get_h2_sections software healthy scripts/check-stage-template.py:60
check_stage software healthy scripts/check-stage-template.py:64
matches_any software healthy scripts/check-stage-template.py:69
should_skip software healthy scripts/check-stage-template.py:77
main software healthy scripts/check-stage-template.py:87
get_changed_files software healthy scripts/check-mirror-sync.py:31
is_canonical_md software healthy scripts/check-mirror-sync.py:52
detect_sync_gaps software healthy scripts/check-mirror-sync.py:63
write_comment_body software healthy scripts/check-mirror-sync.py:99
set_gh_output software healthy scripts/check-mirror-sync.py:128
main software healthy scripts/check-mirror-sync.py:138
load_config software healthy scripts/check-2026-freshness.py:41
matches_exclude software healthy scripts/check-2026-freshness.py:47
has_qualifier software healthy scripts/check-2026-freshness.py:56
scan_file software healthy scripts/check-2026-freshness.py:66
should_skip software healthy scripts/check-2026-freshness.py:130
main software healthy scripts/check-2026-freshness.py:140
chunk_fixed software healthy examples/stage-6/03-chunking-comparison/starter.py:55
chunk_paragraphs software healthy examples/stage-6/03-chunking-comparison/starter.py:65
chunk_headings software healthy examples/stage-6/03-chunking-comparison/starter.py:70
embed_chunks software healthy examples/stage-6/03-chunking-comparison/starter.py:78
top_k_for_query software healthy examples/stage-6/03-chunking-comparison/starter.py:82

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

LabelLayerStatusPath
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README.zh-Hans.md software healthy README.zh-Hans.md
README.md software healthy README.md
README.en.md software healthy README.en.md
CLAUDE.md software healthy CLAUDE.md
book.toml software healthy book.toml
CONTRIBUTING.md software healthy CONTRIBUTING.md
MIRROR-SYNC-TODO.md software healthy MIRROR-SYNC-TODO.md
RESOURCES.en.md software healthy RESOURCES.en.md
CONTRIBUTING.en.md software healthy CONTRIBUTING.en.md
CONTRIBUTORS.md software healthy CONTRIBUTORS.md
CHANGELOG.md software healthy CHANGELOG.md
RESOURCES.zh-Hans.md software healthy RESOURCES.zh-Hans.md
A2-cli-workflow.en.md software healthy tracks/cli/A2-cli-workflow.en.md
A1-cli-intro.zh-Hans.md software healthy tracks/cli/A1-cli-intro.zh-Hans.md
A3-cli-production.zh-Hans.md software healthy tracks/cli/A3-cli-production.zh-Hans.md
A3-cli-production.md software healthy tracks/cli/A3-cli-production.md
A3-cli-production.en.md software healthy tracks/cli/A3-cli-production.en.md
A1-cli-intro.en.md software healthy tracks/cli/A1-cli-intro.en.md
A1-cli-intro.md software healthy tracks/cli/A1-cli-intro.md
A2-cli-workflow.zh-Hans.md software healthy tracks/cli/A2-cli-workflow.zh-Hans.md
A2-cli-workflow.md software healthy tracks/cli/A2-cli-workflow.md
TESTING_PLAN.md software healthy docs/TESTING_PLAN.md
HOW_TO_USE.md software healthy docs/HOW_TO_USE.md
style-guide.en.md software healthy resources/style-guide.en.md
mcp-skills-catalog.zh-Hans.md software healthy resources/mcp-skills-catalog.zh-Hans.md
cookbook.zh-Hans.md software healthy resources/cookbook.zh-Hans.md
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setup-guide.md software healthy resources/setup-guide.md
setup-guide.en.md software healthy resources/setup-guide.en.md
setup-guide.zh-Hans.md software healthy resources/setup-guide.zh-Hans.md
README.zh-Hans.md software healthy resources/README.zh-Hans.md
style-guide.md software healthy resources/style-guide.md
README.md software healthy resources/README.md
mcp-skills-catalog.en.md software healthy resources/mcp-skills-catalog.en.md
schema-design-cheatsheet.zh-Hans.md software healthy resources/schema-design-cheatsheet.zh-Hans.md
README.en.md software healthy resources/README.en.md
agent-paradigms.zh-Hans.md software healthy resources/agent-paradigms.zh-Hans.md
glossary.zh-Hans.md software healthy resources/glossary.zh-Hans.md
schema-design-cheatsheet.en.md software healthy resources/schema-design-cheatsheet.en.md
agent-paradigms.en.md software healthy resources/agent-paradigms.en.md
glossary.en.md software healthy resources/glossary.en.md
style-guide.zh-Hans.md software healthy resources/style-guide.zh-Hans.md
cli-agents-guide.md software healthy resources/cli-agents-guide.md
agent-paradigms.md software healthy resources/agent-paradigms.md
cookbook.md software healthy resources/cookbook.md
cookbook.en.md software healthy resources/cookbook.en.md
glossary.md software healthy resources/glossary.md
mcp-skills-catalog.md software healthy resources/mcp-skills-catalog.md
cli-agents-guide.en.md software healthy resources/cli-agents-guide.en.md

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

LabelLayerStatusPath
tracks software healthy tracks
cli software healthy tracks/cli
docs software healthy docs
resources software healthy resources
diagrams software healthy resources/diagrams
scripts software healthy scripts
walkthroughs software healthy walkthroughs
examples software healthy examples
stage-5 software healthy examples/stage-5
tool-calling-tutor software healthy examples/stage-5/tool-calling-tutor
references software healthy examples/stage-5/tool-calling-tutor/references
evals software healthy examples/stage-5/tool-calling-tutor/evals
translations software healthy examples/stage-5/tool-calling-tutor/translations
stage-6 software healthy examples/stage-6
03-chunking-comparison software healthy examples/stage-6/03-chunking-comparison
01-embeddings software healthy examples/stage-6/01-embeddings
05-long-term-memory software healthy examples/stage-6/05-long-term-memory
02-vector-db software healthy examples/stage-6/02-vector-db
04-full-rag-pipeline software healthy examples/stage-6/04-full-rag-pipeline
stage-3 software healthy examples/stage-3
05-error-handling software healthy examples/stage-3/05-error-handling
02-multi-tool-selection software healthy examples/stage-3/02-multi-tool-selection
03-react-from-scratch software healthy examples/stage-3/03-react-from-scratch
04-multi-step-reasoning software healthy examples/stage-3/04-multi-step-reasoning
06-schema-design software healthy examples/stage-3/06-schema-design
stage-4 software healthy examples/stage-4
02-multi-agent-roles software healthy examples/stage-4/02-multi-agent-roles
03-graph-workflow software healthy examples/stage-4/03-graph-workflow
04-codeact-vs-json-tool software healthy examples/stage-4/04-codeact-vs-json-tool
01-same-agent-two-frameworks software healthy examples/stage-4/01-same-agent-two-frameworks
05-typed-agent software healthy examples/stage-4/05-typed-agent
stage-1 software healthy examples/stage-1
05-error-handling software healthy examples/stage-1/05-error-handling
04-cross-provider software healthy examples/stage-1/04-cross-provider
stage-7 software healthy examples/stage-7
03-observability software healthy examples/stage-7/03-observability
05-deploy software healthy examples/stage-7/05-deploy
01-multi-agent-debate software healthy examples/stage-7/01-multi-agent-debate
02-eval software healthy examples/stage-7/02-eval
04-sdk-advanced software healthy examples/stage-7/04-sdk-advanced
stages software healthy stages
branches software healthy branches
.github software healthy .github
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ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows

LabelLayerStatusPath
MemoryStore software healthy examples/stage-6/05-long-term-memory/starter.py:36
State software healthy examples/stage-4/03-graph-workflow/starter.py:37
FakeModel software healthy examples/stage-4/04-codeact-vs-json-tool/test.py:52
State software healthy examples/stage-4/01-same-agent-two-frameworks/starter.py:51
AnswerWithConfidence software healthy examples/stage-4/05-typed-agent/starter.py:43
FakeModel software healthy examples/stage-4/05-typed-agent/test.py:63
Reply software healthy examples/stage-1/04-cross-provider/starter.py:33
TraceContext software healthy examples/stage-7/03-observability/starter.py:44
ChatRequest software healthy examples/stage-7/05-deploy/starter.py:42
ChatResponse software healthy examples/stage-7/05-deploy/starter.py:47
ChatRequest software healthy examples/stage-7/05-deploy/starter_anthropic.py:35
ChatResponse software healthy examples/stage-7/05-deploy/starter_anthropic.py:40

LabelLayerStatusPath
anchors cicd healthy .github/workflows/anchor-validator.yml
banned-words cicd healthy .github/workflows/lint.yml
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star-drift cicd healthy .github/workflows/lint.yml
mirror-check cicd healthy .github/workflows/mirror-sync-reminder.yml
star-refresh cicd healthy .github/workflows/weekly-catalog-refresh.yml
link-check cicd healthy .github/workflows/weekly-catalog-refresh.yml
template cicd healthy .github/workflows/stage-template-check.yml
freshness cicd healthy .github/workflows/freshness-2026.yml
build cicd healthy .github/workflows/deploy-book.yml
deploy cicd healthy .github/workflows/deploy-book.yml

LabelLayerStatusPath
gha::anchor-validator cicd healthy .github/workflows/anchor-validator.yml
gha::lint cicd healthy .github/workflows/lint.yml
gha::mirror-sync-reminder cicd healthy .github/workflows/mirror-sync-reminder.yml
gha::weekly-catalog-refresh cicd healthy .github/workflows/weekly-catalog-refresh.yml
gha::stage-template-check cicd healthy .github/workflows/stage-template-check.yml
gha::freshness-2026 cicd healthy .github/workflows/freshness-2026.yml
gha::deploy-book cicd healthy .github/workflows/deploy-book.yml

LabelLayerStatusPath
port:8000 network healthy examples/stage-7/05-deploy/starter.py
port:04 network healthy .github/workflows/anchor-validator.yml
port:03 network healthy .github/workflows/anchor-validator.yml
port:12 network healthy .github/workflows/weekly-catalog-refresh.yml
port:05 network healthy .github/workflows/weekly-catalog-refresh.yml

LabelLayerStatusPath
GET /health api healthy examples/stage-7/05-deploy/starter.py
POST /chat api healthy examples/stage-7/05-deploy/starter.py

LabelLayerStatusPath
repobility-clone-94apiuzr software healthy /tmp/repobility-clone-94apiuzr

LabelLayerStatusPath
sqlite data healthy examples/stage-6/02-vector-db/starter.py

LabelLayerStatusPath
loadbalancer network healthy examples/stage-7/05-deploy/starter.py

LabelLayerStatusPath
image::examples/stage-7/05-deploy/Dockerfile hardware healthy examples/stage-7/05-deploy/Dockerfile

LabelLayerStatusPath
generic_api_key::examples/stage-1/05-error-handling/starter… security healthy examples/stage-1/05-error-handling/starter_anthropic.py

LabelLayerStatusPath
GITHUB_TOKEN cicd healthy —
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