Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

Scan timing: clone 2.65s · analysis 30.19s · 5.0 MB · GitHub API rate-limit (preflight)

AMAP-ML/SkillClaw

https://github.com/AMAP-ML/SkillClaw · scanned 2026-06-03 02:41 UTC (6 days, 21 hours ago) · 10 languages

880 raw signals (141 security + 739 graph) 52nd percentile · Python · medium (20-100K LoC) System graph score 86 (lower by 22)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 6 days, 21 hours ago · v8 · 162 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
71.7
/100
Security checks
57
80 findings
System graph
86
100.0% cov · 82 findings
Critical
2
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 32.3 0.25 8.07
testing_score 90.0 0.20 18.00
documentation_score 85.0 0.15 12.75
practices_score 70.0 0.15 10.50
code_quality 37.6 0.10 3.76
Overall 1.00 64.3
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 62 Medium 14 Low 73 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 80 System graph 82 Crowd 0 Layer: Software 45 Quality 60 Security 28 Cicd 2 Frontend 1 Api 26

All 1291 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
test_notify_proxy_reload_posts_callback_with_auth software healthy tests/test_evolve_proxy_reload.py:12
__init__ software healthy tests/test_evolve_proxy_reload.py:99
__aenter__ software healthy tests/test_evolve_proxy_reload.py:66
__aexit__ software healthy tests/test_evolve_proxy_reload.py:69
post software healthy tests/test_evolve_proxy_reload.py:72
test_notify_proxy_reload_retries_on_http_error software healthy tests/test_evolve_proxy_reload.py:49
raise_for_status software healthy tests/test_evolve_proxy_reload.py:59
fake_sleep software healthy tests/test_evolve_proxy_reload.py:76
test_notify_proxy_reload_skips_non_callback_modes software healthy tests/test_evolve_proxy_reload.py:89
_sha256_text software healthy tests/test_dashboard.py:19
_skill_id software healthy tests/test_dashboard.py:23
_skill_doc software healthy tests/test_dashboard.py:27
_history_entry software healthy tests/test_dashboard.py:43
_bundle_record software healthy tests/test_dashboard.py:64
_write_storage_bundle software healthy tests/test_dashboard.py:73
_transcript_record software healthy tests/test_dashboard.py:84
__init__ software healthy tests/test_dashboard.py:102
cleanup software healthy tests/test_dashboard.py:134
_write_json software healthy tests/test_dashboard.py:137
_build_local_docs software healthy tests/test_dashboard.py:141
_build_shared_docs software healthy tests/test_dashboard.py:193
_create_local_skills software healthy tests/test_dashboard.py:263
_create_shared_snapshot software healthy tests/test_dashboard.py:309
_create_local_state software healthy tests/test_dashboard.py:1040
_create_local_records software healthy tests/test_dashboard.py:1173
setUp software healthy tests/test_dashboard.py:1367
tearDown software healthy tests/test_dashboard.py:1370
test_snapshot_and_store_queries software healthy tests/test_dashboard.py:1254
test_local_sessions_are_visible_without_sharing software healthy tests/test_dashboard.py:1325
test_export_local_sessions_to_shared_storage software healthy tests/test_dashboard.py:1343
test_export_selected_local_sessions_to_shared_storage software healthy tests/test_dashboard.py:1353
test_dashboard_api_and_ui software healthy tests/test_dashboard.py:1373
test_codex_responses_message_items_convert_developer_to_sys… software healthy tests/test_responses_codex.py:4
test_codex_responses_drops_non_chat_completion_tools_but_ke… software healthy tests/test_responses_codex.py:31
_collect_response_stream software healthy tests/test_responses_codex.py:57
test_codex_responses_stream_includes_response_completed_and… software healthy tests/test_responses_codex.py:67
test_codex_responses_multimodal_image_input_converts_to_ope… software healthy tests/test_responses_codex.py:96
test_codex_responses_skill_function_call_and_output_convert… software healthy tests/test_responses_codex.py:124
test_openai_chat_tool_call_response_converts_to_codex_respo… software healthy tests/test_responses_codex.py:170
test_codex_responses_chat_bridge_converts_function_tool_cho… software healthy tests/test_responses_codex.py:207
test_codex_responses_chat_bridge_rejects_native_tool_choice software healthy tests/test_responses_codex.py:220
_write_skill software healthy tests/test_nacos_skill_hub.py:18
_json software healthy tests/test_nacos_skill_hub.py:24
test_nacos_push_uploads_then_submits_without_publish software healthy tests/test_nacos_skill_hub.py:28
handler software healthy tests/test_nacos_skill_hub.py:182
test_nacos_publish_is_explicit_after_review software healthy tests/test_nacos_skill_hub.py:62
test_nacos_pull_downloads_latest_zip software healthy tests/test_nacos_skill_hub.py:86
test_nacos_pull_downloads_largest_published_version_without… software healthy tests/test_nacos_skill_hub.py:130
test_nacos_pull_skips_unpublished_skill_and_continues software healthy tests/test_nacos_skill_hub.py:179
test_next_version_defaults_to_semver_for_new_skill software healthy tests/test_nacos_versioning.py:6

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

LabelLayerStatusPath
README.md software healthy README.md
client_env.example.sh software healthy client_env.example.sh
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
pyproject.toml software healthy pyproject.toml
requirements.txt software healthy requirements.txt
test_evolve_proxy_reload.py software healthy tests/test_evolve_proxy_reload.py
test_dashboard.py software healthy tests/test_dashboard.py
test_responses_codex.py software healthy tests/test_responses_codex.py
test_nacos_skill_hub.py software healthy tests/test_nacos_skill_hub.py
test_nacos_versioning.py software healthy tests/test_nacos_versioning.py
test_setup_wizard.py software healthy tests/test_setup_wizard.py
test_responses_native.py software healthy tests/test_responses_native.py
test_skill_backend_config.py software healthy tests/test_skill_backend_config.py
test_codex_profile_integration.py software healthy tests/test_codex_profile_integration.py
test_skill_bundle_support.py software healthy tests/test_skill_bundle_support.py
test_multiuser_nacos_pull.py software healthy tests/test_multiuser_nacos_pull.py
test_summarizer_skill_references.py software healthy tests/test_summarizer_skill_references.py
test_agent_evolver_self_validation.py software healthy tests/test_agent_evolver_self_validation.py
test_session_upload_trigger.py software healthy tests/test_session_upload_trigger.py
test_anthropic_messages_api.py software healthy tests/test_anthropic_messages_api.py
test_anthropic_messages.py software healthy tests/test_anthropic_messages.py
test_nacos_working_version_push.py software healthy tests/test_nacos_working_version_push.py
validation_store.py software healthy skillclaw/validation_store.py
dashboard_store.py software healthy skillclaw/dashboard_store.py
dashboard_ingest.py software healthy skillclaw/dashboard_ingest.py
object_store.py software healthy skillclaw/object_store.py
__init__.py software healthy skillclaw/__init__.py
api_server.py software healthy skillclaw/api_server.py
launcher.py software healthy skillclaw/launcher.py
nacos_versions.py software healthy skillclaw/nacos_versions.py
config.py software healthy skillclaw/config.py
prm_scorer.py software healthy skillclaw/prm_scorer.py
runtime_state.py software healthy skillclaw/runtime_state.py
skill_bundle.py software healthy skillclaw/skill_bundle.py
validation_worker.py software healthy skillclaw/validation_worker.py
bedrock_client.py software healthy skillclaw/bedrock_client.py
cli.py software healthy skillclaw/cli.py
dashboard_server.py software healthy skillclaw/dashboard_server.py
claw_adapter.py software healthy skillclaw/claw_adapter.py
nacos_skill_hub.py software healthy skillclaw/nacos_skill_hub.py
config_store.py software healthy skillclaw/config_store.py
skill_manager.py software healthy skillclaw/skill_manager.py
skill_hub.py software healthy skillclaw/skill_hub.py
utils.py software healthy skillclaw/utils.py
setup_wizard.py software healthy skillclaw/setup_wizard.py
__main__.py software warning skillclaw/__main__.py
log_color.py software healthy skillclaw/log_color.py
styles.css software healthy skillclaw/dashboard_assets/styles.css
index.html software healthy skillclaw/dashboard_assets/index.html
app.js software healthy skillclaw/dashboard_assets/app.js

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

LabelLayerStatusPath
FakeAsyncClient software healthy tests/test_evolve_proxy_reload.py:98
FakeResponse software healthy tests/test_evolve_proxy_reload.py:58
DashboardFixture software healthy tests/test_dashboard.py:101
DashboardSnapshotTests software healthy tests/test_dashboard.py:1247
DashboardApiTests software healthy tests/test_dashboard.py:1366
FakeConfigStore software healthy tests/test_setup_wizard.py:8
FakeResponse software healthy tests/test_responses_native.py:15
FakeAsyncClient software healthy tests/test_responses_native.py:338
FakeSkillManager software healthy tests/test_responses_native.py:130
FakeStreamResponse software healthy tests/test_responses_native.py:319
FakeStreamContext software healthy tests/test_responses_native.py:331
InlineConfigStore software healthy tests/test_skill_backend_config.py:118
FakeSkillManager software healthy tests/test_codex_profile_integration.py:11
TestMultiUserNacosPull software healthy tests/test_multiuser_nacos_pull.py:77
TestPollLoopImmediateFirstPull software healthy tests/test_multiuser_nacos_pull.py:207
DummyCoro software healthy tests/test_session_upload_trigger.py:150
FakeTask software healthy tests/test_session_upload_trigger.py:213
FakeSkillManager software healthy tests/test_session_upload_trigger.py:255
FakeNacosClient software healthy tests/test_nacos_working_version_push.py:41
ValidationStore software healthy skillclaw/validation_store.py:28
DashboardStore software healthy skillclaw/dashboard_store.py:26
ObjectInfo software healthy skillclaw/object_store.py:19
_BytesObject software healthy skillclaw/object_store.py:26
LocalObjectStore software healthy skillclaw/object_store.py:75
S3ObjectStore software healthy skillclaw/object_store.py:113
OSSObjectStore software healthy skillclaw/object_store.py:172
SkillClawAPIServer software healthy skillclaw/api_server.py:1410
SkillClawLauncher software healthy skillclaw/launcher.py:26
SkillClawConfig software healthy skillclaw/config.py:10
PRMScorer software healthy skillclaw/prm_scorer.py:116
SkillBundleError software healthy skillclaw/skill_bundle.py:17
IdleStateProvider software healthy skillclaw/validation_worker.py:28
ValidationRunSummary software healthy skillclaw/validation_worker.py:35
ValidationWorker software healthy skillclaw/validation_worker.py:42
_Message software healthy skillclaw/bedrock_client.py:41
_Choice software healthy skillclaw/bedrock_client.py:47
_Usage software healthy skillclaw/bedrock_client.py:54
_ChatCompletion software healthy skillclaw/bedrock_client.py:61
_Completions software healthy skillclaw/bedrock_client.py:72
_Chat software healthy skillclaw/bedrock_client.py:145
BedrockChatClient software healthy skillclaw/bedrock_client.py:157
DashboardService software healthy skillclaw/dashboard_server.py:119
NacosSkillClient software healthy skillclaw/nacos_skill_hub.py:38
NacosSkillHub software healthy skillclaw/nacos_skill_hub.py:308
ConfigStore software healthy skillclaw/config_store.py:250
SkillManager software healthy skillclaw/skill_manager.py:158
SkillHub software healthy skillclaw/skill_hub.py:62
SetupWizard software healthy skillclaw/setup_wizard.py:105
SkillClawColorFormatter software healthy skillclaw/log_color.py:117
EvolveServer software healthy evolve_server/engines/workflow.py:52

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

LabelLayerStatusPath
GET /healthz api healthy skillclaw/api_server.py
POST /internal/reload-skills api healthy skillclaw/api_server.py
GET /v1/models api healthy skillclaw/api_server.py
POST /v1/chat/completions api healthy skillclaw/api_server.py
POST /v1/responses api healthy skillclaw/api_server.py
GET /v1/responses/{response_id} api healthy skillclaw/api_server.py
DELETE /v1/responses/{response_id} api healthy skillclaw/api_server.py
POST /v1/messages/count_tokens api healthy skillclaw/api_server.py
POST /v1/messages api healthy skillclaw/api_server.py
GET / api healthy skillclaw/dashboard_server.py
GET /api/v1/health api healthy skillclaw/dashboard_server.py
GET /api/v1/overview api healthy skillclaw/dashboard_server.py
GET /api/v1/skills api healthy skillclaw/dashboard_server.py
GET /api/v1/skills/{skill_id} api healthy skillclaw/dashboard_server.py
POST /api/v1/skills/{skill_id}/activate api healthy skillclaw/dashboard_server.py
GET /api/v1/sessions api healthy skillclaw/dashboard_server.py
GET /api/v1/sessions/{session_id} api healthy skillclaw/dashboard_server.py
GET /api/v1/validation/jobs api healthy skillclaw/dashboard_server.py
GET /api/v1/evolve/status api healthy skillclaw/dashboard_server.py
POST /api/v1/sync api healthy skillclaw/dashboard_server.py
POST /api/v1/ops/pull api healthy skillclaw/dashboard_server.py
POST /api/v1/ops/push api healthy skillclaw/dashboard_server.py
POST /api/v1/ops/sync api healthy skillclaw/dashboard_server.py
POST /api/v1/ops/export-sessions api healthy skillclaw/dashboard_server.py
POST /api/v1/ops/trigger-evolve api healthy skillclaw/dashboard_server.py
POST /api/v1/validation/jobs/{job_id}/review api healthy skillclaw/dashboard_server.py
POST /trigger api healthy evolve_server/engines/workflow.py
GET /status api healthy evolve_server/engines/workflow.py
GET /health api healthy evolve_server/engines/workflow.py

LabelLayerStatusPath
tests software healthy tests
skillclaw software healthy skillclaw
dashboard_assets software healthy skillclaw/dashboard_assets
protocols software healthy skillclaw/protocols
evolve_server software healthy evolve_server
engines software healthy evolve_server/engines
pipeline software healthy evolve_server/pipeline
core software healthy evolve_server/core
storage software healthy evolve_server/storage
scripts software healthy scripts
assets software healthy assets
.github software healthy .github
workflows software healthy .github/workflows

LabelLayerStatusPath
meta data healthy skillclaw/dashboard_store.py
skills data healthy skillclaw/dashboard_store.py
skill_versions data healthy skillclaw/dashboard_store.py
sessions data healthy skillclaw/dashboard_store.py
session_skill_links data healthy skillclaw/dashboard_store.py
validation_jobs data healthy skillclaw/dashboard_store.py

LabelLayerStatusPath
vps::aws hardware healthy skillclaw/object_store.py
vps::azure hardware healthy skillclaw/api_server.py

LabelLayerStatusPath
repobility-clone-_r555kkh software healthy /tmp/repobility-clone-_r555kkh

LabelLayerStatusPath
sqlite data healthy skillclaw/dashboard_store.py

LabelLayerStatusPath
127.0.0.1 network healthy tests/test_codex_profile_integration.py

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

LabelLayerStatusPath
lint cicd healthy .github/workflows/lint.yml
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/6305a5e6-dcd4-4ac8-a363-2cfcd00740d3/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/6305a5e6-dcd4-4ac8-a363-2cfcd00740d3/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.