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44 of your 111 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 2.74s · analysis 5.97s · 2.4 MB · GitHub preflight 594ms

kalynnka/octomate

https://github.com/kalynnka/octomate.git · scanned 2026-06-25 17:45 UTC (1 month ago) · 10 languages

249 raw signals (105 security + 144 graph) 18th percentile · Python · medium (20-100K LoC)

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

Complete repo analysis

Last scanned 1 month ago · v1 · 176 actionable findings from 2 signal sources. 73 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
52.3
/100
Security checks
51
62 findings
System graph
54
77.8% cov · 114 findings
Critical
1
click to filter
Agents
10
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 24.3 0.25 6.08
testing_score 100.0 0.20 20.00
documentation_score 58.0 0.15 8.70
practices_score 52.0 0.15 7.80
code_quality 60.9 0.10 6.09
Overall 1.00 59.9
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 1 High 40 Medium 47 Low 65 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 62 System graph 114 Crowd 0 Layer: Quality 64 Security 57 Software 40 Cicd 10 Network 3 Hardware 2

All 1634 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
create_app software dead main.py:30
in_memory_engine software healthy tests/conftest.py:14
test_default_yaml_placeholders_fail_without_override software healthy tests/test_config.py:34
test_channels_default_to_none software healthy tests/test_config.py:42
test_channel_config_parses_supported_channels software healthy tests/test_config.py:52
test_channel_config_parses_agent_model_routes software healthy tests/test_config.py:83
test_claude_code_config_uses_model_route_mapping software healthy tests/test_config.py:113
test_claude_code_config_requires_model_mapping software healthy tests/test_config.py:127
test_claude_code_config_defaults_to_fixed_model_set software healthy tests/test_config.py:139
test_claude_code_config_validates_model_names software healthy tests/test_config.py:151
test_claude_code_config_accepts_documented_model_aliases software healthy tests/test_config.py:156
test_channel_agent_routes_must_reference_configured_agent software healthy tests/test_config.py:174
test_channel_agent_route_validation_reports_all_errors software healthy tests/test_config.py:193
test_disabled_channel_agent_routes_are_validated software healthy tests/test_config.py:253
test_channel_claude_route_requires_claude_agent_config software healthy tests/test_config.py:272
test_channel_claude_routes_must_reference_configured_model software healthy tests/test_config.py:294
test_channel_inkling_routes_must_reference_configured_model software healthy tests/test_config.py:336
test_mcp_defaults_to_no_servers software healthy tests/test_config.py:353
test_mcp_config_parses_servers software healthy tests/test_config.py:359
test_mcp_token_from_env software healthy tests/test_config.py:378
test_channel_stream_config_uses_partial_defaults_from_yaml software healthy tests/test_config.py:389
make_registry software healthy tests/test_providers.py:31
test_invalid_provider_is_rejected software healthy tests/test_providers.py:47
test_build_model_dispatches_to_provider software healthy tests/test_providers.py:62
test_bedrock_model_name_with_colon_is_preserved software healthy tests/test_providers.py:70
test_anthropic_cache_breakpoints_are_default software healthy tests/test_providers.py:76
test_bedrock_cache_breakpoints_are_default software healthy tests/test_providers.py:87
test_openai_cache_retention_is_default software healthy tests/test_providers.py:98
test_deepseek_has_no_cache_settings software healthy tests/test_providers.py:103
test_per_model_settings_merge_with_provider_defaults software healthy tests/test_providers.py:110
test_unknown_model_setting_is_dropped software healthy tests/test_providers.py:126
test_model_settings_thinking_reaches_built_model software healthy tests/test_providers.py:144
test_providers_are_built_once_and_cached software healthy tests/test_providers.py:153
test_vertex_config_defaults_to_global_location software healthy tests/test_providers.py:158
test_str_output_streams_native_text_events_then_final software healthy tests/agent/test_stream_normalizer.py:48
stream_text software healthy tests/agent/test_stream_normalizer.py:49
test_segment_output_streams_one_event_per_segment software healthy tests/agent/test_stream_normalizer.py:74
test_segment_output_streams_each_segment_exactly_once software healthy tests/agent/test_stream_normalizer.py:92
stream_args software healthy tests/agent/test_stream_normalizer.py:103
test_non_segment_structured_output_surfaces_only_at_final software healthy tests/agent/test_stream_normalizer.py:123
test_tool_call_events_pass_through software healthy tests/agent/test_stream_normalizer.py:134
ping software healthy tests/agent/test_stream_normalizer.py:153
test_call_time_run_params_are_forwarded software healthy tests/agent/test_stream_normalizer.py:147
test_thinking_events_pass_through_before_final software healthy tests/agent/test_stream_normalizer.py:167
stream_thinking_then_text software healthy tests/agent/test_stream_normalizer.py:168
wrap_run_event_stream software healthy tests/agent/test_stream_normalizer.py:199
test_capability_injected_events_reach_consumer software healthy tests/agent/test_stream_normalizer.py:212
test_terminal_agent_run_result_event_closes_stream software healthy tests/agent/test_stream_normalizer.py:226
_conversation software healthy tests/agent/test_todos.py:36
_tool_ctx software healthy tests/agent/test_todos.py:48

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

LabelLayerStatusPath
DefaultYamlOnlyConfig software healthy tests/test_config.py:23
PartialYamlConfig software healthy tests/test_config.py:417
Row software healthy tests/agent/test_stream_normalizer.py:43
InjectingCapability software healthy tests/agent/test_stream_normalizer.py:193
FakeFeelers software healthy tests/agent/test_claude_approval.py:60
FakeChannel software healthy tests/agent/test_claude_approval.py:72
RecordingDeferredActions software healthy tests/agent/test_claude_approval.py:80
ScriptedClaudeClient software healthy tests/agent/test_claude_approval.py:93
StubSuspender software healthy tests/agent/test_inkling.py:54
DroppingTimelineState software healthy tests/agent/test_triage_graph.py:62
DroppingTimelineFeeler software healthy tests/agent/test_triage_graph.py:70
DroppingChannel software healthy tests/agent/test_triage_graph.py:76
BlankEvent software healthy tests/agent/test_triage_graph.py:981
FailingSubThreadChannel software healthy tests/agent/test_triage_graph.py:1071
StubResolver software healthy tests/agent/test_react_graph.py:44
StubSuspender software healthy tests/agent/test_react_graph.py:54
DropRecorder software healthy tests/agent/test_react_graph.py:123
SilentAgent software healthy tests/agent/test_react_graph.py:282
SpyToolset software healthy tests/agent/test_mcp.py:104
FakeClaudeClient software healthy tests/agent/test_claude_tentacle.py:44
StructuredClaudeClient software healthy tests/agent/test_claude_tentacle.py:140
LiteralClaudeClient software healthy tests/agent/test_claude_tentacle.py:163
ExplodingChromo software healthy tests/channels/test_base.py:131
ExplodingTimeline software healthy tests/channels/test_base.py:492
MainTargetChannel software healthy tests/channels/test_base.py:519
FakeWS software healthy tests/channels/napcat/test_ink.py:128
FakeConnect software healthy tests/channels/napcat/test_ink.py:155
FakeNapcatResponse software healthy tests/channels/napcat/fakes.py:6
FakeNapcatHTTP software healthy tests/channels/napcat/fakes.py:17
FakeSlackStream software healthy tests/channels/slack/test_ink.py:31
FakeSlackStream software healthy tests/channels/slack/fakes.py:36
FakeSlackInk software healthy tests/channels/slack/fakes.py:43
FakeSlackBlocksInk software healthy tests/channels/slack/fakes.py:190
FakeSlackClient software healthy tests/channels/slack/fakes.py:274
FakeOctomate software healthy tests/channels/slack/test_feelers.py:131
FakeConversations software healthy tests/channels/slack/test_streaming.py:308
FakeLarkInk software healthy tests/channels/lark/fakes.py:30
FakeLarkCardsInk software healthy tests/channels/lark/fakes.py:123
RecordedRun software healthy tests/support/agents.py:58
FakeAgent software healthy tests/support/agents.py:69
ScriptedTurn software healthy tests/support/agents.py:229
ScriptedStream software healthy tests/support/agents.py:238
FakeConversation software healthy tests/support/managers.py:32
FakeConversationManager software healthy tests/support/managers.py:44
CreateBatchCall software healthy tests/support/managers.py:99
FakePresentedBatch software healthy tests/support/managers.py:112
FakeDeferredBatch software healthy tests/support/managers.py:121
FakeActionManager software healthy tests/support/managers.py:141
RawMessage software healthy tests/support/channels.py:87
FakeOctomate software healthy tests/support/channels.py:96

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

LabelLayerStatusPath
pgadmin-servers.json software healthy pgadmin-servers.json
octomate.default.yaml software healthy octomate.default.yaml
README.md software healthy README.md
Dockerfile software healthy Dockerfile
claude.md software healthy claude.md
pyproject.toml software healthy pyproject.toml
main.py software healthy main.py
AGENTS.md software healthy AGENTS.md
docker-compose.yml software healthy docker-compose.yml
__init__.py software healthy tests/__init__.py
conftest.py software healthy tests/conftest.py
test_config.py software healthy tests/test_config.py
test_providers.py software healthy tests/test_providers.py
test_stream_normalizer.py software healthy tests/agent/test_stream_normalizer.py
test_todos.py software healthy tests/agent/test_todos.py
test_claude_approval.py software healthy tests/agent/test_claude_approval.py
test_suspender.py software healthy tests/agent/test_suspender.py
test_summon.py software healthy tests/agent/test_summon.py
__init__.py software healthy tests/agent/__init__.py
test_inkling.py software healthy tests/agent/test_inkling.py
test_todo_manager.py software healthy tests/agent/test_todo_manager.py
test_triage_graph.py software healthy tests/agent/test_triage_graph.py
test_react_graph.py software healthy tests/agent/test_react_graph.py
test_conversation_manager.py software healthy tests/agent/test_conversation_manager.py
test_mcp.py software healthy tests/agent/test_mcp.py
test_events.py software healthy tests/agent/test_events.py
test_claude_tentacle.py software healthy tests/agent/test_claude_tentacle.py
test_history.py software healthy tests/agent/test_history.py
test_send.py software healthy tests/agent/test_send.py
test_claude_adapter.py software healthy tests/agent/test_claude_adapter.py
test_deferred_actions.py software healthy tests/agent/test_deferred_actions.py
test_dispatch.py software healthy tests/agent/test_dispatch.py
test_reply_targeting.py software healthy tests/channels/test_reply_targeting.py
__init__.py software healthy tests/channels/__init__.py
test_feelers.py software healthy tests/channels/test_feelers.py
test_base.py software healthy tests/channels/test_base.py
__init__.py software healthy tests/channels/napcat/__init__.py
test_ink.py software healthy tests/channels/napcat/test_ink.py
fakes.py software healthy tests/channels/napcat/fakes.py
test_chromo.py software healthy tests/channels/napcat/test_chromo.py
__init__.py software healthy tests/channels/web/__init__.py
__init__.py software healthy tests/channels/web/vercel/__init__.py
test_event_stream.py software healthy tests/channels/web/vercel/test_event_stream.py
test_web_app.py software healthy tests/channels/web/vercel/test_web_app.py
__init__.py software healthy tests/channels/slack/__init__.py
test_ink.py software healthy tests/channels/slack/test_ink.py
fakes.py software healthy tests/channels/slack/fakes.py
test_feelers.py software healthy tests/channels/slack/test_feelers.py
test_streaming.py software healthy tests/channels/slack/test_streaming.py
test_chromo.py software healthy tests/channels/slack/test_chromo.py

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

LabelLayerStatusPath
tests software healthy tests
agent software healthy tests/agent
channels software healthy tests/channels
napcat software healthy tests/channels/napcat
web software healthy tests/channels/web
vercel software healthy tests/channels/web/vercel
slack software healthy tests/channels/slack
lark software healthy tests/channels/lark
support software healthy tests/support
trigger software healthy tests/trigger
src software healthy tests/src
docs software healthy docs
plans software healthy docs/plans
cancelled software healthy docs/plans/cancelled
done software healthy docs/plans/done
scripts software healthy scripts
octomate software healthy octomate
types software healthy octomate/types
triage software healthy octomate/triage
models software healthy octomate/models
config software healthy octomate/config
capabilities software healthy octomate/capabilities
managers software healthy octomate/managers
tentacles software healthy octomate/tentacles
agent software healthy octomate/tentacles/agent
inkling software healthy octomate/tentacles/agent/inkling
graph software healthy octomate/tentacles/agent/inkling/graph
claude software healthy octomate/tentacles/agent/claude
channel software healthy octomate/tentacles/channel
napcat software healthy octomate/tentacles/channel/napcat
web software healthy octomate/tentacles/channel/web
vercel software healthy octomate/tentacles/channel/web/vercel
feelers software healthy octomate/tentacles/channel/feelers
slack software healthy octomate/tentacles/channel/slack
feelers software healthy octomate/tentacles/channel/slack/feelers
lark software healthy octomate/tentacles/channel/lark
feelers software healthy octomate/tentacles/channel/lark/feelers
schemas software healthy octomate/schemas
.claude software healthy .claude
migrations software healthy migrations
versions software healthy migrations/versions

LabelLayerStatusPath
AgentRun data healthy octomate/models/runs.py
agent_runs data healthy octomate/models/runs.py
DeferredActionBatch data healthy octomate/models/deferred.py
DeferredAction data healthy octomate/models/deferred.py
deferred_action_batches data healthy octomate/models/deferred.py
deferred_actions data healthy octomate/models/deferred.py
Todo data healthy octomate/models/todos.py
todos data healthy octomate/models/todos.py
Base data healthy octomate/models/base.py
ModelMessage data healthy octomate/models/messages.py
model_messages data healthy octomate/models/messages.py
Conversation data healthy octomate/models/conversation.py
conversations data healthy octomate/models/conversation.py

LabelLayerStatusPath
env.py data healthy migrations/env.py
2026_06_23_2030-a1b2c3d4e5f6_align_conversation_unique_key.… data healthy migrations/versions/2026_06_23_2030-a1b2c3d4e5f6_align_conv…
2026_05_27_0200-35a8dfbb3d1a_deferred_actions.py data healthy migrations/versions/2026_05_27_0200-35a8dfbb3d1a_deferred_a…
2026_05_26_1500-9c72d4a33a10_agent_run_names.py data healthy migrations/versions/2026_05_26_1500-9c72d4a33a10_agent_run_…
2026_05_10_1130-47f580284e75_initial_conversations_agent_ru… data healthy migrations/versions/2026_05_10_1130-47f580284e75_initial_co…
2026_06_03_0000-c4f3a1b8e6d2_require_conversation_agent.py data healthy migrations/versions/2026_06_03_0000-c4f3a1b8e6d2_require_co…
2026_06_08_1135-6fadf2912338_add_todos_table.py data healthy migrations/versions/2026_06_08_1135-6fadf2912338_add_todos_…
2026_06_04_2202-1299695210c6_message_timestamp_with_tz.py data healthy migrations/versions/2026_06_04_2202-1299695210c6_message_ti…
2026_06_18_0000-b2c1d0e9f8a7_add_external_id_to_conversatio… data healthy migrations/versions/2026_06_18_0000-b2c1d0e9f8a7_add_extern…
2026_06_22_0000-e3f4a5b6c7d8_add_permission_to_conversation… data healthy migrations/versions/2026_06_22_0000-e3f4a5b6c7d8_add_permis…
2026_06_14_2251-197cd8f30548_add_role_and_message_text_to_m… data healthy migrations/versions/2026_06_14_2251-197cd8f30548_add_role_a…

LabelLayerStatusPath
port:02 network healthy docker-compose.yml
port:42 network healthy docker-compose.yml
port:11 network healthy docker-compose.yml
port:3001 network healthy docker-compose.yml
port:3002 network healthy docker-compose.yml
port:6099 network healthy docker-compose.yml
port:19530 network healthy docker-compose.yml
port:3000 network healthy docker-compose.yml
port:5432 network healthy docker-compose.yml
port:8080 network healthy docker-compose.yml
port:80 network healthy docker-compose.yml

LabelLayerStatusPath
image::Dockerfile hardware healthy Dockerfile
octomate hardware healthy docker-compose.yml
napcat hardware healthy docker-compose.yml
milvus-etcd hardware healthy docker-compose.yml
milvus-rustfs hardware healthy docker-compose.yml
milvus hardware healthy docker-compose.yml
attu hardware healthy docker-compose.yml
postgres hardware healthy docker-compose.yml
pgadmin hardware healthy docker-compose.yml

LabelLayerStatusPath
GET / api healthy octomate/tentacles/channel/web/vercel/routes.py
GET /favicon.ico api healthy octomate/tentacles/channel/web/vercel/routes.py
POST /api/chat api healthy octomate/tentacles/channel/web/vercel/routes.py
GET /api/configure api healthy octomate/tentacles/channel/web/vercel/routes.py
GET /api/health api healthy octomate/tentacles/channel/web/vercel/routes.py
GET /{chat_id} api healthy octomate/tentacles/channel/web/vercel/routes.py

LabelLayerStatusPath
postgres data healthy pgadmin-servers.json
sqlite data healthy README.md
postgresql data healthy docker-compose.yml

LabelLayerStatusPath
repobility-clone-v0dfanqd software healthy /tmp/repobility-clone-v0dfanqd

LabelLayerStatusPath
127.0.0.1 network healthy octomate.default.yaml

LabelLayerStatusPath
vps::gcp hardware healthy octomate.default.yaml
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