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safishamsi/graphify

https://github.com/safishamsi/graphify · scanned 2026-06-05 09:47 UTC (5 days, 17 hours ago) · 10 languages

277 raw signals (95 security + 182 graph) 80th percentile · Python · small (2-20K LoC) System graph score 94 (lower by 13)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 17 hours ago · v2 · 110 actionable findings from 2 signal sources. 75 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
89.7
/100
Security checks
85
37 findings
System graph
94
100.0% cov · 73 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 100.0 0.25 25.00
testing_score 87.0 0.20 17.40
documentation_score 74.0 0.15 11.10
practices_score 72.0 0.15 10.80
code_quality 52.4 0.10 5.24
Overall 1.00 80.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 1 Medium 3 Low 52 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 37 System graph 73 Crowd 0 Layer: Quality 80 Software 25 Cicd 2 Api 1 Frontend 1 Security 1

All 3512 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
_make_git_repo software healthy tests/test_hooks.py:10
test_install_creates_hook software healthy tests/test_hooks.py:15
test_install_is_executable software healthy tests/test_hooks.py:24
test_install_idempotent software healthy tests/test_hooks.py:34
test_install_appends_to_existing_hook software healthy tests/test_hooks.py:44
test_uninstall_removes_hook software healthy tests/test_hooks.py:55
test_uninstall_no_hook software healthy tests/test_hooks.py:64
test_status_installed software healthy tests/test_hooks.py:70
test_status_not_installed software healthy tests/test_hooks.py:77
test_no_git_repo_raises software healthy tests/test_hooks.py:83
test_install_creates_post_checkout_hook software healthy tests/test_hooks.py:88
test_install_post_checkout_is_executable software healthy tests/test_hooks.py:96
test_uninstall_removes_post_checkout_hook software healthy tests/test_hooks.py:106
test_status_shows_both_hooks software healthy tests/test_hooks.py:114
test_hooks_dir_resolves_relative_git_hooks_path software healthy tests/test_hooks.py:124
fake_run software healthy tests/test_hooks.py:151
test_hooks_dir_rejects_multiline_git_output software healthy tests/test_hooks.py:135
test_hooks_dir_accepts_absolute_git_hooks_path software healthy tests/test_hooks.py:147
test_hook_skips_head_on_exe software healthy tests/test_hooks.py:158
test_install_embeds_pinned_interpreter software healthy tests/test_hooks.py:164
test_install_fallback_is_loud_not_silent software healthy tests/test_hooks.py:190
test_hook_check_no_additionalContext software healthy tests/test_hooks.py:202
test_antigravity_project_install_writes_rules_and_workflows software healthy tests/test_antigravity_install.py:11
test_antigravity_project_uninstall_clears_rules_and_workflo… software healthy tests/test_antigravity_install.py:23
fake_claude software healthy tests/test_claude_cli_backend.py:44
test_returns_parsed_nodes_and_edges software healthy tests/test_claude_cli_backend.py:52
test_token_accounting_includes_cache software healthy tests/test_claude_cli_backend.py:58
test_finish_reason_length_on_max_tokens software healthy tests/test_claude_cli_backend.py:66
test_raises_when_cli_missing software healthy tests/test_claude_cli_backend.py:76
test_raises_on_nonzero_exit software healthy tests/test_claude_cli_backend.py:82
test_raises_on_garbage_envelope software healthy tests/test_claude_cli_backend.py:90
test_extract_files_direct_dispatches_to_claude_cli software healthy tests/test_claude_cli_backend.py:98
test_backend_registered_with_zero_cost software healthy tests/test_claude_cli_backend.py:106
test_no_session_persistence_flag_in_subprocess software healthy tests/test_claude_cli_backend.py:114
test_windows_prefers_claude_cmd_over_bare_claude software healthy tests/test_claude_cli_backend.py:123
fake_which software healthy tests/test_claude_cli_backend.py:158
test_windows_falls_back_to_bare_claude_when_cmd_missing software healthy tests/test_claude_cli_backend.py:151
test_windows_raises_when_neither_cmd_nor_bare_claude_present software healthy tests/test_claude_cli_backend.py:174
test_non_windows_uses_bare_claude software healthy tests/test_claude_cli_backend.py:183
test_resolve_api_timeout_default software healthy tests/test_claude_cli_backend.py:201
test_resolve_api_timeout_env_override software healthy tests/test_claude_cli_backend.py:206
test_resolve_api_timeout_ignores_invalid software healthy tests/test_claude_cli_backend.py:211
test_resolve_api_timeout_ignores_nonpositive software healthy tests/test_claude_cli_backend.py:216
test_claude_cli_extraction_honours_timeout software healthy tests/test_claude_cli_backend.py:221
test_call_llm_claude_cli_branch_honours_timeout software healthy tests/test_claude_cli_backend.py:227
_has_real_bundle software healthy tests/test_install_roundtrip.py:38
test_skill_roundtrip_at_real_destination software healthy tests/test_install_roundtrip.py:48
test_amp_user_install_at_corrected_agents_path software healthy tests/test_install_roundtrip.py:97
test_amp_project_install_at_agents_path software healthy tests/test_install_roundtrip.py:112
test_vscode_install_uninstall_roundtrip software healthy tests/test_install_roundtrip.py:125

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

LabelLayerStatusPath
ARCHITECTURE.md software healthy ARCHITECTURE.md
README.md software healthy README.md
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
pyproject.toml software healthy pyproject.toml
SECURITY.md software healthy SECURITY.md
AGENTS.md software healthy AGENTS.md
CHANGELOG.md software healthy CHANGELOG.md
test_hooks.py software healthy tests/test_hooks.py
test_antigravity_install.py software healthy tests/test_antigravity_install.py
test_claude_cli_backend.py software healthy tests/test_claude_cli_backend.py
test_install_roundtrip.py software healthy tests/test_install_roundtrip.py
test_pascal.py software healthy tests/test_pascal.py
test_chunking.py software healthy tests/test_chunking.py
test_install_strings.py software healthy tests/test_install_strings.py
test_extract.py software healthy tests/test_extract.py
test_rationale.py software healthy tests/test_rationale.py
test_google_workspace.py software healthy tests/test_google_workspace.py
test_claude_md.py software healthy tests/test_claude_md.py
test_serve.py software healthy tests/test_serve.py
__init__.py software healthy tests/__init__.py
test_import_extension_resolution.py software healthy tests/test_import_extension_resolution.py
conftest.py software healthy tests/conftest.py
test_extract_cli.py software healthy tests/test_extract_cli.py
test_dotnet.py software healthy tests/test_dotnet.py
test_mcp_ingest.py software healthy tests/test_mcp_ingest.py
test_confidence.py software healthy tests/test_confidence.py
test_report.py software healthy tests/test_report.py
test_watch.py software healthy tests/test_watch.py
test_global_graph.py software healthy tests/test_global_graph.py
test_ingest.py software healthy tests/test_ingest.py
test_wheel_packaging.py software healthy tests/test_wheel_packaging.py
test_backend_extras.py software healthy tests/test_backend_extras.py
test_skillgen.py software healthy tests/test_skillgen.py
test_install_upgrade.py software healthy tests/test_install_upgrade.py
test_detect.py software healthy tests/test_detect.py
test_charmap_encoding.py software healthy tests/test_charmap_encoding.py
test_read_hook.py software healthy tests/test_read_hook.py
test_python_import_resolution.py software healthy tests/test_python_import_resolution.py
test_llm_parser.py software healthy tests/test_llm_parser.py
test_path_cli.py software healthy tests/test_path_cli.py
test_analyze.py software healthy tests/test_analyze.py
test_build.py software healthy tests/test_build.py
test_dedup.py software healthy tests/test_dedup.py
bench_extract.py software healthy tests/bench_extract.py
test_ts_inheritance.py software healthy tests/test_ts_inheritance.py
test_file_node_id_spec.py software healthy tests/test_file_node_id_spec.py
test_transcribe.py software healthy tests/test_transcribe.py
test_validate.py software healthy tests/test_validate.py
test_obsidian_filename_cap.py software healthy tests/test_obsidian_filename_cap.py
test_cli_export.py software healthy tests/test_cli_export.py

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

LabelLayerStatusPath
FakePool software healthy tests/test_extract.py:563
Result software healthy tests/test_google_workspace.py:106
FakeJieba software healthy tests/test_serve.py:482
TestSubprocessEncoding software healthy tests/test_charmap_encoding.py:57
TestLoudChunkFailure software healthy tests/test_charmap_encoding.py:141
TestSubstitutionValidation software healthy tests/test_charmap_encoding.py:220
_Result software healthy tests/test_cpp_preprocess.py:19
TestClassify software healthy tests/test_prs.py:57
TestParseCi software healthy tests/test_prs.py:97
TestPathMatch software healthy tests/test_prs.py:131
TestComputePrImpact software healthy tests/test_prs.py:153
TestFetchWorktrees software healthy tests/test_prs.py:211
TestFormatPrsText software healthy tests/test_prs.py:282
TestDetectDefaultBranch software healthy tests/test_prs.py:333
TestBuildCommunityLabels software healthy tests/test_prs.py:379
TestDart software healthy tests/test_dart.py:10
_Usage software healthy tests/test_llm_backends.py:227
_Message software healthy tests/test_llm_backends.py:232
_Choice software healthy tests/test_llm_backends.py:236
_Resp software healthy tests/test_llm_backends.py:241
_FakeOpenAI software healthy tests/test_llm_backends.py:341
_Custom software healthy tests/test_security.py:298
Analyzer software healthy tests/fixtures/sample_calls.py:17
Transformer software healthy tests/fixtures/sample.py:1
HttpClient software healthy tests/fixtures/sample.ts:HttpClient
UserService software healthy tests/fixtures/typescript_advanced.ts:UserService
UserModule software healthy tests/fixtures/typescript_advanced.ts:UserModule
Timeout software healthy worked/httpx/raw/client.py:16
Limits software healthy worked/httpx/raw/client.py:24
BaseClient software healthy worked/httpx/raw/client.py:31
Client software healthy worked/httpx/raw/client.py:70
AsyncClient software healthy worked/httpx/raw/client.py:123
Auth software healthy worked/httpx/raw/auth.py:12
BasicAuth software healthy worked/httpx/raw/auth.py:20
BearerAuth software healthy worked/httpx/raw/auth.py:35
DigestAuth software healthy worked/httpx/raw/auth.py:46
NetRCAuth software healthy worked/httpx/raw/auth.py:100
HTTPError software healthy worked/httpx/raw/exceptions.py:7
RequestError software healthy worked/httpx/raw/exceptions.py:14
TransportError software healthy worked/httpx/raw/exceptions.py:18
TimeoutException software healthy worked/httpx/raw/exceptions.py:22
ConnectTimeout software healthy worked/httpx/raw/exceptions.py:26
ReadTimeout software healthy worked/httpx/raw/exceptions.py:30
WriteTimeout software healthy worked/httpx/raw/exceptions.py:34
PoolTimeout software healthy worked/httpx/raw/exceptions.py:38
NetworkError software healthy worked/httpx/raw/exceptions.py:42
ConnectError software healthy worked/httpx/raw/exceptions.py:46
ReadError software healthy worked/httpx/raw/exceptions.py:50
WriteError software healthy worked/httpx/raw/exceptions.py:54
CloseError software healthy worked/httpx/raw/exceptions.py:58

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

LabelLayerStatusPath
tests software healthy tests
fixtures software healthy tests/fixtures
graphify-out software healthy tests/fixtures/graphify-out
cache software healthy tests/fixtures/graphify-out/cache
crate_a software healthy tests/fixtures/crate_a
src software healthy tests/fixtures/crate_a/src
swift_cross_file software healthy tests/fixtures/swift_cross_file
crate_b software healthy tests/fixtures/crate_b
src software healthy tests/fixtures/crate_b/src
docs software healthy docs
superpowers software healthy docs/superpowers
plans software healthy docs/superpowers/plans
specs software healthy docs/superpowers/specs
translations software healthy docs/translations
worked software healthy worked
httpx software healthy worked/httpx
raw software healthy worked/httpx/raw
karpathy-repos software healthy worked/karpathy-repos
rsl-siege-manager software healthy worked/rsl-siege-manager
example software healthy worked/example
raw software healthy worked/example/raw
mixed-corpus software healthy worked/mixed-corpus
raw software healthy worked/mixed-corpus/raw
tools software healthy tools
skillgen software healthy tools/skillgen
expected software healthy tools/skillgen/expected
fragments software healthy tools/skillgen/fragments
dispatch software healthy tools/skillgen/fragments/dispatch
references software healthy tools/skillgen/fragments/references
host software healthy tools/skillgen/fragments/references/host
shared software healthy tools/skillgen/fragments/references/shared
query software healthy tools/skillgen/fragments/references/query
extra software healthy tools/skillgen/fragments/extra
always-on software healthy tools/skillgen/fragments/always-on
core software healthy tools/skillgen/fragments/core
shell software healthy tools/skillgen/fragments/shell
query-stub software healthy tools/skillgen/fragments/query-stub
graphify software healthy graphify
always_on software healthy graphify/always_on
skills software healthy graphify/skills
trae software healthy graphify/skills/trae
references software healthy graphify/skills/trae/references
pi software healthy graphify/skills/pi
references software healthy graphify/skills/pi/references
windows software healthy graphify/skills/windows
references software healthy graphify/skills/windows/references
vscode software healthy graphify/skills/vscode
references software healthy graphify/skills/vscode/references
opencode software healthy graphify/skills/opencode
references software healthy graphify/skills/opencode/references

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

LabelLayerStatusPath
0.17.2.4 network healthy pyproject.toml
169.254.169.254 network healthy tests/test_ollama.py
169.254.1.5 network healthy tests/test_ollama.py
192.168.1.50 network healthy tests/test_ollama.py
127.0.0.1 network healthy graphify/llm.py
169.254.0.0 network healthy graphify/llm.py
100.64.0.0 network healthy graphify/security.py

LabelLayerStatusPath
Sales data healthy tests/fixtures/sample_schema_qualified.sql
organizations data healthy tests/fixtures/sample.sql
users data healthy tests/fixtures/sample.sql
customers data healthy tests/fixtures/sample_alter_fk.sql
orders data healthy tests/fixtures/sample_alter_fk.sql

LabelLayerStatusPath
vps::azure hardware healthy worked/rsl-siege-manager/manifest.json
vps::aws hardware healthy graphify/llm.py

LabelLayerStatusPath
skillgen-check cicd healthy .github/workflows/ci.yml
test cicd healthy .github/workflows/ci.yml

LabelLayerStatusPath
repobility-clone-18u8rzhu software healthy /tmp/repobility-clone-18u8rzhu

LabelLayerStatusPath
redis data healthy tests/test_rationale.py

LabelLayerStatusPath
port:443 network healthy worked/httpx/raw/transport.py

LabelLayerStatusPath
gpu (detected) hardware healthy tests/test_provider_registry.py

LabelLayerStatusPath
gha::ci cicd healthy .github/workflows/ci.yml
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