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dan-calin/miko

https://github.com/dan-calin/miko · scanned 2026-06-17 01:52 UTC (1 month, 1 week ago)

44 raw signals (0 security + 44 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 1 week ago · v2 · last Δ +21.7 (diff) · 38 actionable findings from 1 signal source. 6 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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77.8% cov · 38 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 2 Medium 8 Low 22 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 38 Crowd 0 Layer: Software 13 Security 5 Quality 20

Exclude dismissed / FP Exclude test files

All 817 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.

Label	Layer	Status	Path
`list_models`	software	healthy	`chat_backend.py:97`
`complete_text`	software	healthy	`chat_backend.py:113`
`settings_schema`	software	healthy	`chat_backend.py:241`
`read_env_keys`	software	healthy	`chat_backend.py:258`
`write_env_keys`	software	healthy	`chat_backend.py:265`
`_system_prompt`	software	healthy	`chat_backend.py:313`
`_memory_context`	software	healthy	`chat_backend.py:404`
`_learn_async`	software	healthy	`chat_backend.py:455`
`_get_history`	software	healthy	`chat_backend.py:474`
`reset_session`	software	healthy	`chat_backend.py:479`
`_collect_files`	software	healthy	`chat_backend.py:493`
`_needs_approval`	software	healthy	`chat_backend.py:527`
`_file_diff`	software	healthy	`chat_backend.py:539`
`_action_preview`	software	healthy	`chat_backend.py:557`
`_emit`	software	healthy	`chat_backend.py:577`
`_run_tool`	software	healthy	`chat_backend.py:586`
`done`	software	healthy	`chat_backend.py:594`
`_args_summary`	software	healthy	`chat_backend.py:636`
`_result_summary`	software	healthy	`chat_backend.py:648`
`_reasoning_kwargs`	software	healthy	`chat_backend.py:662`
`_thinking_kwargs`	software	healthy	`chat_backend.py:675`
`_create_safe`	software	healthy	`chat_backend.py:690`
`_mcp_tools`	software	healthy	`chat_backend.py:702`
`_supports_vision`	software	healthy	`chat_backend.py:731`
`_strip_xml`	software	healthy	`chat_backend.py:749`
`_extract_document_text`	software	healthy	`chat_backend.py:758`
`_extract_pdf_text`	software	healthy	`chat_backend.py:796`
`_is_textual`	software	healthy	`chat_backend.py:811`
`_describe_image`	software	healthy	`chat_backend.py:819`
`_prepare_attachments`	software	healthy	`chat_backend.py:848`
`record`	software	healthy	`chat_backend.py:858`
`chat`	software	healthy	`chat_backend.py:917`
`_cancelled`	software	healthy	`chat_backend.py:1054`
`chat_stream`	software	healthy	`chat_backend.py:1061`
`_emit_cb`	software	healthy	`chat_backend.py:1076`
`_worker`	software	healthy	`chat_backend.py:1079`
`_accum_usage`	software	healthy	`chat_backend.py:1111`
`_run_openai`	software	healthy	`chat_backend.py:1136`
`_run_anthropic`	software	healthy	`chat_backend.py:1196`
`_run_gemini`	software	healthy	`chat_backend.py:1260`
`_ndjson_stream`	software	healthy	`tool_server.py:25`
`agen`	software	healthy	`tool_server.py:39`
`_nxt`	software	healthy	`tool_server.py:44`
`start`	software	healthy	`tool_server.py:72`
`_start_knowledge_index`	software	healthy	`tool_server.py:112`
`_build`	software	healthy	`tool_server.py:115`
`_run`	software	healthy	`tool_server.py:130`
`_build_app`	software	healthy	`tool_server.py:140`
`_auth`	software	healthy	`tool_server.py:148`
`health`	software	healthy	`tool_server.py:157`

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

Label	Layer	Status	Path
`GET /`	api	healthy	`tool_server.py`
`GET /tools`	api	healthy	`tool_server.py`
`GET /chat`	api	healthy	`tool_server.py`
`GET /chat/models`	api	healthy	`tool_server.py`
`POST /chat/message`	api	healthy	`tool_server.py`
`POST /chat/message/stream`	api	healthy	`tool_server.py`
`POST /chat/approve`	api	healthy	`tool_server.py`
`POST /chat/research`	api	healthy	`tool_server.py`
`POST /chat/code`	api	healthy	`tool_server.py`
`POST /chat/code/continue`	api	healthy	`tool_server.py`
`POST /chat/code/queue`	api	healthy	`tool_server.py`
`POST /chat/transcribe`	api	healthy	`tool_server.py`
`POST /chat/agents/launch`	api	healthy	`tool_server.py`
`POST /chat/agents/stream`	api	healthy	`tool_server.py`
`GET /chat/agents/list`	api	healthy	`tool_server.py`
`GET /chat/agents/batch`	api	healthy	`tool_server.py`
`POST /chat/agents/cancel`	api	healthy	`tool_server.py`
`POST /chat/agents/delete`	api	healthy	`tool_server.py`
`POST /chat/code/revert`	api	healthy	`tool_server.py`
`GET /chat/code/active`	api	healthy	`tool_server.py`
`GET /chat/code/sessions`	api	healthy	`tool_server.py`
`GET /chat/code/session`	api	healthy	`tool_server.py`
`POST /chat/code/forget`	api	healthy	`tool_server.py`
`POST /chat/code/recap`	api	healthy	`tool_server.py`
`GET /chat/agent-skills`	api	healthy	`tool_server.py`
`GET /chat/catalog`	api	healthy	`tool_server.py`
`GET /chat/settings`	api	healthy	`tool_server.py`
`POST /chat/skill/install`	api	healthy	`tool_server.py`
`POST /chat/skill/from-research`	api	healthy	`tool_server.py`
`GET /knowledge/stats`	api	healthy	`tool_server.py`
`POST /knowledge/reindex`	api	healthy	`tool_server.py`
`POST /knowledge/recall`	api	healthy	`tool_server.py`
`GET /chat/env`	api	healthy	`tool_server.py`
`GET /chat/settings/schema`	api	healthy	`tool_server.py`
`GET /chat/tasks`	api	healthy	`tool_server.py`
`POST /chat/tasks/parse`	api	healthy	`tool_server.py`
`POST /chat/tasks`	api	healthy	`tool_server.py`
`POST /chat/tasks/action`	api	healthy	`tool_server.py`
`GET /chat/inbox`	api	healthy	`tool_server.py`
`GET /chat/inbox/message`	api	healthy	`tool_server.py`
`POST /chat/env`	api	healthy	`tool_server.py`
`GET /files/roots`	api	healthy	`tool_server.py`
`GET /workspace`	api	healthy	`tool_server.py`
`POST /workspace`	api	healthy	`tool_server.py`
`GET /files/list`	api	healthy	`tool_server.py`
`POST /files/pick`	api	healthy	`tool_server.py`
`GET /files/read`	api	healthy	`tool_server.py`
`POST /files/write`	api	healthy	`tool_server.py`
`POST /files/create`	api	healthy	`tool_server.py`
`POST /files/rename`	api	healthy	`tool_server.py`

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

Label	Layer	Status	Path
`.env.example`	software	healthy	`.env.example`
`chat_backend.py`	software	healthy	`chat_backend.py`
`tool_server.py`	software	healthy	`tool_server.py`
`agent_skills.py`	software	healthy	`agent_skills.py`
`conversation_store.py`	software	healthy	`conversation_store.py`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`config.py`	software	healthy	`config.py`
`requirements.txt`	software	healthy	`requirements.txt`
`vault.py`	software	healthy	`vault.py`
`README.md`	software	healthy	`README.md`
`start_tools_server.py`	software	healthy	`start_tools_server.py`
`LICENSE`	software	healthy	`LICENSE`
`main.py`	software	healthy	`main.py`
`tools.py`	software	healthy	`tools.py`
`deep_research.py`	software	healthy	`deep_research.py`
`file_browser.py`	software	healthy	`file_browser.py`
`knowledge_store.py`	software	healthy	`memory/knowledge_store.py`
`__init__.py`	software	healthy	`memory/__init__.py`
`memory_manager.py`	software	healthy	`memory/memory_manager.py`
`embeddings.py`	software	healthy	`memory/embeddings.py`
`__init__.py`	software	healthy	`utils/__init__.py`
`logger.py`	software	healthy	`utils/logger.py`
`research.py`	software	healthy	`modules/research.py`
`email_watch.py`	software	healthy	`modules/email_watch.py`
`discord_bot.py`	software	healthy	`modules/discord_bot.py`
`subagents.py`	software	healthy	`modules/subagents.py`
`calendar.py`	software	healthy	`modules/calendar.py`
`notes.py`	software	healthy	`modules/notes.py`
`mcp_client.py`	software	healthy	`modules/mcp_client.py`
`youtube_player.py`	software	healthy	`modules/youtube_player.py`
`file_indexer.py`	software	healthy	`modules/file_indexer.py`
`knowledge.py`	software	healthy	`modules/knowledge.py`
`projects.py`	software	healthy	`modules/projects.py`
`os_control.py`	software	healthy	`modules/os_control.py`
`__init__.py`	software	healthy	`modules/__init__.py`
`discord_rpc.py`	software	healthy	`modules/discord_rpc.py`
`agent_jobs.py`	software	healthy	`modules/agent_jobs.py`
`speech.py`	software	healthy	`modules/speech.py`
`browser.py`	software	healthy	`modules/browser.py`
`calendar_reminders.py`	software	healthy	`modules/calendar_reminders.py`
`schedule_briefs.py`	software	healthy	`modules/schedule_briefs.py`
`scheduled_tasks.py`	software	healthy	`modules/scheduled_tasks.py`
`journey.py`	software	healthy	`modules/journey.py`
`email_box.py`	software	healthy	`modules/email_box.py`
`claude_code.py`	software	healthy	`modules/claude_code.py`
`phone_commander.py`	software	healthy	`modules/phone_commander.py`
`media_control.py`	software	healthy	`modules/media_control.py`
`chat.html`	software	healthy	`webui/chat.html`
`wake_word.py`	software	healthy	`core/wake_word.py`
`audio_handler.py`	software	healthy	`core/audio_handler.py`

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

Label	Layer	Status	Path
`MikoConfig`	software	healthy	`config.py:22`
`_Backend`	software	healthy	`memory/embeddings.py:29`
`_FastEmbed`	software	healthy	`memory/embeddings.py:37`
`_Gemini`	software	healthy	`memory/embeddings.py:57`
`_OpenAI`	software	healthy	`memory/embeddings.py:82`
`_TextExtractor`	software	healthy	`modules/research.py:357`
`_UserSelect`	software	healthy	`modules/discord_bot.py:904`
`_HubView`	software	healthy	`modules/discord_bot.py:948`
`_DeviceCodeRequired`	software	healthy	`modules/calendar.py:275`
`NotesManager`	software	healthy	`modules/notes.py:100`
`FileIndexer`	software	healthy	`modules/file_indexer.py:87`
`_Worker`	software	healthy	`modules/browser.py:68`
`_Cfg`	software	healthy	`modules/email_box.py:97`
`PhoneCommander`	software	healthy	`modules/phone_commander.py:50`
`AudioHandler`	software	healthy	`core/audio_handler.py:31`
`VoiceChat`	software	healthy	`core/voice_chat.py:107`
`Mode`	software	healthy	`core/mode_manager.py:31`
`ModeManager`	software	healthy	`core/mode_manager.py:70`
`ConfirmationPending`	software	healthy	`core/command_router.py:34`
`CommandRouter`	software	healthy	`core/command_router.py:48`

Label	Layer	Status	Path
`memory`	software	healthy	`memory`
`utils`	software	healthy	`utils`
`modules`	software	healthy	`modules`
`webui`	software	healthy	`webui`
`core`	software	healthy	`core`

Label	Layer	Status	Path
`chunks`	data	healthy	`memory/knowledge_store.py`
`files`	data	healthy	`modules/file_indexer.py`

Label	Layer	Status	Path
`dan-calin__miko`	software	healthy	`/data/fable5_failed_archive/dan-calin__miko`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`

Label	Layer	Status	Path
`124.0.0.0`	network	healthy	`modules/research.py`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`.env.example`

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dan-calin/miko

Complete repo analysis

function 50+

endpoint 50+

file 50+

class 20

directory 5

table 2

repo 1

database 1

service 1

vps 1