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zimdin12/aify-comms

https://github.com/zimdin12/aify-comms · scanned 2026-06-16 01:13 UTC (2 months, 1 week ago)

392 raw signals (0 security + 392 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 389 actionable findings from 1 signal source. 3 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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100.0% cov · 389 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 7 Medium 24 Low 218 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 389 Crowd 0 Layer: Software 14 Frontend 77 Network 1 Hardware 3 Security 19 Cicd 1 Quality 224 Api 50

Exclude dismissed / FP Exclude test files

All 3422 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
`apiCall`	software	healthy	`integrations/openclaw/index.ts:apiCall`
`_enabled`	software	healthy	`integrations/hermes-aify-plugin/sitecustomize.py:13`
`_same_path`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`patch_gateway_server`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`ensure_mcp_discovered`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`make_agent_with_mcp_discovery`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`prompt_submit_tee_transport`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`resolve_visible_session`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`render_visible_notice`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`bind_visible_transport`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`patch_hermes_cli_web_server`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`patch_hermes_cli_main`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`launch_tui_with_active_file`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`mkstemp_for_wrapper_file`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`preserve_wrapper_file`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`_replace_function_source`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`patch_codex_runtime`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`transform_stream`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`transform_fallback`	software	dead	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`_debug_enabled`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`_log`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`_apply`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`__init__`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`create_module`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`exec_module`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`find_spec`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`install`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`__init__`	software	healthy	`integrations/open-webui/tool.py:28`
`_api`	software	healthy	`integrations/open-webui/tool.py:31`
`service_info`	software	dead	`integrations/open-webui/tool.py:44`
`list_containers`	software	healthy	`integrations/open-webui/tool.py:48`
`start_container`	software	healthy	`integrations/open-webui/tool.py:52`
`stop_container`	software	healthy	`integrations/open-webui/tool.py:56`
`gpu_status`	software	dead	`integrations/open-webui/tool.py:60`
`_get_manager`	software	healthy	`mcp/sse_server.py:38`
`service_info`	software	healthy	`mcp/sse_server.py:50`
`service_health`	software	healthy	`mcp/sse_server.py:67`
`list_containers`	software	healthy	`mcp/sse_server.py:85`
`start_container`	software	healthy	`mcp/sse_server.py:97`
`stop_container`	software	healthy	`mcp/sse_server.py:115`
`gpu_status`	software	healthy	`mcp/sse_server.py:130`
`container_logs`	software	healthy	`mcp/sse_server.py:139`
`_api_url`	software	healthy	`mcp/sse_server.py:155`
`_api`	software	healthy	`mcp/sse_server.py:162`
`_fence`	software	healthy	`mcp/sse_server.py:189`
`comms_register`	software	healthy	`mcp/sse_server.py:200`
`comms_agents`	software	healthy	`mcp/sse_server.py:219`
`comms_send`	software	healthy	`mcp/sse_server.py:236`
`comms_dispatch`	software	healthy	`mcp/sse_server.py:291`
`comms_run_status`	software	healthy	`mcp/sse_server.py:339`

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

Label	Layer	Status	Path
`docker-compose.dev.yml`	software	healthy	`docker-compose.dev.yml`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`install.sh`	software	healthy	`install.sh`
`setup.sh`	software	healthy	`setup.sh`
`Dockerfile`	software	healthy	`Dockerfile`
`install.claude.md`	software	healthy	`install.claude.md`
`install.codex.md`	software	healthy	`install.codex.md`
`install.pi.md`	software	healthy	`install.pi.md`
`install.hermes.md`	software	healthy	`install.hermes.md`
`.env.example`	software	healthy	`.env.example`
`Makefile`	software	healthy	`Makefile`
`KNOWN_ISSUES.md`	software	healthy	`KNOWN_ISSUES.md`
`install.opencode.md`	software	healthy	`install.opencode.md`
`AGENTS.md`	software	healthy	`AGENTS.md`
`docker-compose.yml`	software	healthy	`docker-compose.yml`
`redeploy.sh`	software	healthy	`redeploy.sh`
`DECISIONS.md`	software	healthy	`DECISIONS.md`
`openclaw.plugin.json`	software	healthy	`integrations/openclaw/openclaw.plugin.json`
`index.ts`	software	healthy	`integrations/openclaw/index.ts`
`sitecustomize.py`	software	healthy	`integrations/hermes-aify-plugin/sitecustomize.py`
`patches.py`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/patches.…`
`__init__.py`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/__init__…`
`bootstrap.py`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`tool.py`	software	healthy	`integrations/open-webui/tool.py`
`prompt.md`	software	healthy	`integrations/open-webui/prompt.md`
`SKILL.md`	software	healthy	`integrations/claude-code/SKILL.md`
`service.example.json`	software	healthy	`config/service.example.json`
`IDENTITY.md`	software	healthy	`config/workspace/IDENTITY.md`
`AGENTS.md`	software	healthy	`config/workspace/AGENTS.md`
`sse_server.py`	software	healthy	`mcp/sse_server.py`
`hermes-managed-host.js`	software	healthy	`mcp/stdio/hermes-managed-host.js`
`hermes-loop-ready.js`	software	healthy	`mcp/stdio/hermes-loop-ready.js`
`aify-console-markers.js`	software	healthy	`mcp/stdio/aify-console-markers.js`
`reap-managed-survivors.js`	software	healthy	`mcp/stdio/reap-managed-survivors.js`
`environment-runtimes.js`	software	healthy	`mcp/stdio/environment-runtimes.js`
`hermes-channel.js`	software	healthy	`mcp/stdio/hermes-channel.js`
`claude-turn-end-detector.js`	software	healthy	`mcp/stdio/claude-turn-end-detector.js`
`runtime-markers.js`	software	healthy	`mcp/stdio/runtime-markers.js`
`dispatch-execution.js`	software	healthy	`mcp/stdio/dispatch-execution.js`
`turn-busy-heartbeat.js`	software	healthy	`mcp/stdio/turn-busy-heartbeat.js`
`hermes-daemon.js`	software	healthy	`mcp/stdio/hermes-daemon.js`
`binding-file.js`	software	healthy	`mcp/stdio/binding-file.js`
`claude-session-store.js`	software	healthy	`mcp/stdio/claude-session-store.js`
`register-helpers.js`	software	healthy	`mcp/stdio/register-helpers.js`
`codex-errors.js`	software	healthy	`mcp/stdio/codex-errors.js`
`claude-console-prompts.js`	software	healthy	`mcp/stdio/claude-console-prompts.js`
`hermes-acp-protocol.js`	software	healthy	`mcp/stdio/hermes-acp-protocol.js`
`hermes-gateway-liveness.js`	software	healthy	`mcp/stdio/hermes-gateway-liveness.js`
`claude-session-hook.js`	software	healthy	`mcp/stdio/claude-session-hook.js`

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

Label	Layer	Status	Path
`_PatchLoader`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`_PatchFinder`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin/bootstra…`
`Tools`	software	healthy	`integrations/open-webui/tool.py:19`
`Valves`	software	healthy	`integrations/open-webui/tool.py:22`
`as`	software	healthy	`mcp/stdio/claude-console-prompts.js:as`
`CodexSession`	software	healthy	`mcp/stdio/codex-session.js:CodexSession`
`TerminalProcessManager`	software	healthy	`mcp/stdio/terminal-runtime.js:TerminalProcessManager`
`PiSession`	software	healthy	`mcp/stdio/pi-session.js:PiSession`
`spawns`	software	healthy	`mcp/stdio/hermes-managed-gateway-session.js:spawns`
`HermesManagedGatewaySession`	software	healthy	`mcp/stdio/hermes-managed-gateway-session.js:HermesManagedGa…`
`HermesSession`	software	healthy	`mcp/stdio/hermes-session.js:HermesSession`
`ClaudeAdapter`	software	healthy	`mcp/stdio/adapters/claude.js:ClaudeAdapter`
`PiAdapter`	software	healthy	`mcp/stdio/adapters/pi.js:PiAdapter`
`OpencodeAdapter`	software	healthy	`mcp/stdio/adapters/opencode.js:OpencodeAdapter`
`CodexAdapter`	software	healthy	`mcp/stdio/adapters/codex.js:CodexAdapter`
`supplies`	software	healthy	`mcp/stdio/adapters/base.js:supplies`
`RuntimeAdapter`	software	healthy	`mcp/stdio/adapters/base.js:RuntimeAdapter`
`HermesAdapter`	software	healthy	`mcp/stdio/adapters/hermes.js:HermesAdapter`
`binding`	software	healthy	`mcp/stdio/adapters/index.js:binding`
`as`	software	healthy	`mcp/stdio/tests/install-hermes-dual-config.test.js:as`
`recurring`	software	healthy	`mcp/stdio/tests/virtual-rpc-runtimes-sync.test.js:recurring`
`keeps`	software	healthy	`mcp/stdio/tests/terminal-runtime-console-keepalive.test.js:…`
`long`	software	healthy	`mcp/stdio/tests/terminal-runtime-console-keepalive.test.js:…`
`claude`	software	healthy	`mcp/stdio/tests/terminal-runtime-console-keepalive.test.js:…`
`of`	software	healthy	`mcp/stdio/tests/native-managed-sync.test.js:of`
`TestAdapter`	software	healthy	`mcp/stdio/tests/adapters/contract.test.js:TestAdapter`
`Bad`	software	healthy	`mcp/stdio/tests/adapters/contract.test.js:Bad`
`_TestAdapter`	software	healthy	`mcp/stdio/tests/adapters/discover-session-id.test.js:_TestA…`
`TestController`	software	healthy	`mcp/stdio/tests/controllers/base-controller.test.js:TestCon…`
`TestController`	software	healthy	`mcp/stdio/tests/controllers/ready-emission.test.js:TestCont…`
`HermesManagedController`	software	healthy	`mcp/stdio/controllers/hermes-managed-controller.js:HermesMa…`
`BaseController`	software	healthy	`mcp/stdio/controllers/base-controller.js:BaseController`
`DelegatedManagedController`	software	healthy	`mcp/stdio/controllers/codex-controller.js:DelegatedManagedC…`
`CodexController`	software	healthy	`mcp/stdio/controllers/codex-controller.js:CodexController`
`OpencodeController`	software	healthy	`mcp/stdio/controllers/opencode-controller.js:OpencodeContro…`
`DelegatedManagedController`	software	healthy	`mcp/stdio/controllers/hermes-controller.js:DelegatedManaged…`
`ChannelDelegatedController`	software	healthy	`mcp/stdio/controllers/hermes-controller.js:ChannelDelegated…`
`HermesController`	software	healthy	`mcp/stdio/controllers/hermes-controller.js:HermesController`
`PiController`	software	healthy	`mcp/stdio/controllers/pi-controller.js:PiController`
`HermesSingleShotController`	software	healthy	`mcp/stdio/controllers/hermes-single-shot-controller.js:Herm…`
`ClaudeController`	software	healthy	`mcp/stdio/controllers/claude-controller.js:ClaudeController`
`CodexManagedController`	software	healthy	`mcp/stdio/controllers/codex-managed-controller.js:CodexMana…`
`CodexLegacyController`	software	healthy	`mcp/stdio/controllers/codex-legacy-controller.js:CodexLegac…`
`ServiceConfig`	software	healthy	`service/config.py:19`
`_MachineIdNormalizingModel`	software	healthy	`service/models.py:22`
`AgentRegister`	software	healthy	`service/models.py:31`
`AgentDescribeRequest`	software	healthy	`service/models.py:69`
`AgentFavoriteUpdate`	software	healthy	`service/models.py:73`
`AgentStatusUpdate`	software	healthy	`service/models.py:77`
`MessageSend`	software	healthy	`service/models.py:82`

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

Label	Layer	Status	Path
`GET /health`	api	healthy	`service/new_dashboard_app.py`
`GET /`	api	healthy	`service/new_dashboard_app.py`
`GET /dashboard`	api	healthy	`service/new_dashboard_app.py`
`GET /favicon.svg`	api	healthy	`service/new_dashboard_app.py`
`GET /favicon.ico`	api	healthy	`service/main.py`
`GET /api/v1/containers`	api	healthy	`service/routers/containers.py`
`GET /api/v1/containers/{name}`	api	healthy	`service/routers/containers.py`
`POST /api/v1/containers/{name}/start`	api	healthy	`service/routers/containers.py`
`POST /api/v1/containers/{name}/stop`	api	healthy	`service/routers/containers.py`
`POST /api/v1/containers/{name}/restart`	api	healthy	`service/routers/containers.py`
`GET /api/v1/containers/{name}/logs`	api	healthy	`service/routers/containers.py`
`POST /api/v1/containers/{name}/pull`	api	healthy	`service/routers/containers.py`
`GET /api/v1/gpu`	api	healthy	`service/routers/containers.py`
`ANY /route/{name}/{path:path}`	api	healthy	`service/routers/containers.py`
`GET /version`	api	healthy	`service/routers/health.py`
`GET /ready`	api	healthy	`service/routers/health.py`
`GET /info`	api	healthy	`service/routers/health.py`
`GET /environments`	api	healthy	`service/routers/api_v2.py`
`POST /environments/heartbeat`	api	healthy	`service/routers/api_v2.py`
`PATCH /environments/{environment_id:path}/roots`	api	healthy	`service/routers/api_v2.py`
`GET /spawn-requests`	api	healthy	`service/routers/api_v2.py`
`POST /environments/{environment_id:path}/control`	api	healthy	`service/routers/api_v2.py`
`POST /environments/controls/claim`	api	healthy	`service/routers/api_v2.py`
`PATCH /environments/controls/{control_id}`	api	healthy	`service/routers/api_v2.py`
`POST /spawn-requests`	api	healthy	`service/routers/api_v2.py`
`POST /spawn-requests/claim`	api	healthy	`service/routers/api_v2.py`
`PATCH /spawn-requests/{spawn_request_id}`	api	healthy	`service/routers/api_v2.py`
`GET /sessions`	api	healthy	`service/routers/api_v2.py`
`POST /sessions/{session_id}/console/start`	api	healthy	`service/routers/api_v2.py`
`GET /agents/{agent_id}/pi-session-state`	api	healthy	`service/routers/api_v2.py`
`POST /agents/{agent_id}/virtual-terminal/ensure`	api	healthy	`service/routers/api_v2.py`
`GET /terminals/{terminal_id}`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/{terminal_id}/output`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/{terminal_id}/input`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/{terminal_id}/resize`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/{terminal_id}/stop`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/{terminal_id}/report-dead`	api	healthy	`service/routers/api_v2.py`
`POST /terminals/controls/claim`	api	healthy	`service/routers/api_v2.py`
`PATCH /terminals/controls/{control_id}`	api	healthy	`service/routers/api_v2.py`
`POST /sessions/{session_id}/control`	api	healthy	`service/routers/api_v2.py`
`DELETE /sessions/{session_id}`	api	healthy	`service/routers/api_v2.py`
`GET /agents`	api	healthy	`service/routers/api_v2.py`
`POST /agents`	api	healthy	`service/routers/api_v2.py`
`GET /agents/{agent_id}`	api	healthy	`service/routers/api_v2.py`
`GET /agents/{agent_id}/console`	api	healthy	`service/routers/api_v2.py`
`POST /agents/{agent_id}/console/input`	api	healthy	`service/routers/api_v2.py`
`POST /agents/{agent_id}/rename`	api	healthy	`service/routers/api_v2.py`
`POST /agents/{agent_id}/environment`	api	healthy	`service/routers/api_v2.py`
`DELETE /agents/{agent_id}`	api	healthy	`service/routers/api_v2.py`
`POST /agents/{agent_id}/control`	api	healthy	`service/routers/api_v2.py`

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

Label	Layer	Status	Path
`integrations`	software	healthy	`integrations`
`openclaw`	software	healthy	`integrations/openclaw`
`hermes-aify-plugin`	software	healthy	`integrations/hermes-aify-plugin`
`aify_hermes_plugin`	software	healthy	`integrations/hermes-aify-plugin/aify_hermes_plugin`
`open-webui`	software	healthy	`integrations/open-webui`
`claude-code`	software	healthy	`integrations/claude-code`
`config`	software	healthy	`config`
`workspace`	software	healthy	`config/workspace`
`mcp`	software	healthy	`mcp`
`stdio`	software	healthy	`mcp/stdio`
`adapters`	software	healthy	`mcp/stdio/adapters`
`tests`	software	healthy	`mcp/stdio/tests`
`adapters`	software	healthy	`mcp/stdio/tests/adapters`
`fixtures`	software	healthy	`mcp/stdio/tests/fixtures`
`controllers`	software	healthy	`mcp/stdio/tests/controllers`
`scripts`	software	healthy	`mcp/stdio/scripts`
`controllers`	software	healthy	`mcp/stdio/controllers`
`docs`	software	healthy	`docs`
`superpowers`	software	healthy	`docs/superpowers`
`plans`	software	healthy	`docs/superpowers/plans`
`specs`	software	healthy	`docs/superpowers/specs`
`plans`	software	healthy	`docs/plans`
`notes`	software	healthy	`docs/plans/notes`
`scripts`	software	healthy	`scripts`
`.claude`	software	healthy	`.claude`
`commands`	software	healthy	`.claude/commands`
`skills`	software	healthy	`.claude/skills`
`aify-comms-debug`	software	healthy	`.claude/skills/aify-comms-debug`
`references`	software	healthy	`.claude/skills/aify-comms-debug/references`
`aify-comms`	software	healthy	`.claude/skills/aify-comms`
`references`	software	healthy	`.claude/skills/aify-comms/references`
`examples`	software	healthy	`examples`
`team-setup`	software	healthy	`examples/team-setup`
`service`	software	healthy	`service`
`new_dashboard`	software	healthy	`service/new_dashboard`
`tests`	software	healthy	`service/tests`
`runtimes`	software	healthy	`service/tests/runtimes`
`runtimes`	software	healthy	`service/runtimes`
`containers`	software	healthy	`service/containers`
`routers`	software	healthy	`service/routers`
`services`	software	healthy	`services`

Label	Layer	Status	Path
`agents`	data	healthy	`service/db.py`
`agent_live_state`	data	healthy	`service/db.py`
`messages`	data	healthy	`service/db.py`
`read_receipts`	data	healthy	`service/db.py`
`channels`	data	healthy	`service/db.py`
`channel_members`	data	healthy	`service/db.py`
`shared_artifacts`	data	healthy	`service/db.py`
`settings`	data	healthy	`service/db.py`
`dispatch_runs`	data	healthy	`service/db.py`
`dispatch_events`	data	healthy	`service/db.py`
`dispatch_controls`	data	healthy	`service/db.py`
`bridge_instances`	data	healthy	`service/db.py`
`agent_tombstones`	data	healthy	`service/db.py`
`environments`	data	healthy	`service/db.py`
`environment_controls`	data	healthy	`service/db.py`
`spawn_specs`	data	healthy	`service/db.py`
`spawn_requests`	data	healthy	`service/db.py`
`agent_sessions`	data	healthy	`service/db.py`
`terminal_sessions`	data	healthy	`service/db.py`
`terminal_events`	data	healthy	`service/db.py`
`terminal_controls`	data	healthy	`service/db.py`
`agent_turn_state`	data	healthy	`service/db.py`
`agent_console_signal`	data	healthy	`service/db.py`
`agent_status_state`	data	healthy	`service/db.py`
`claimer_leases`	data	healthy	`service/db.py`

Label	Layer	Status	Path
`port:10`	network	healthy	`install.sh`
`port:8800`	network	healthy	`install.sh`
`port:8642`	network	healthy	`mcp/stdio/hermes-endpoint.js`
`port:9999`	network	healthy	`mcp/stdio/tests/hermes-daemon.test.js`
`port:8765`	network	healthy	`mcp/stdio/tests/hermes-managed-host.test.js`
`port:9001`	network	healthy	`mcp/stdio/tests/hermes-managed-host.test.js`
`port:9100`	network	healthy	`mcp/stdio/tests/hermes-managed-host.test.js`
`port:8766`	network	healthy	`mcp/stdio/tests/hermes-managed-host.test.js`
`port:8767`	network	healthy	`mcp/stdio/tests/hermes-managed-host.test.js`
`port:9342`	network	healthy	`mcp/stdio/tests/reap-managed-survivors.test.js`

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`service`	hardware	healthy	`docker-compose.yml`
`new-dashboard`	hardware	healthy	`docker-compose.yml`

Label	Layer	Status	Path
`sqlite`	data	healthy	`README.md`
`postgres`	data	healthy	`mcp/stdio/server.js`

Label	Layer	Status	Path
`192.168.100.10`	network	healthy	`README.md`
`127.0.0.1`	network	healthy	`install.sh`

Label	Layer	Status	Path
`repobility-clone-z63y3g9u`	software	healthy	`/tmp/repobility-clone-z63y3g9u`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`integrations/open-webui/tool.py`

Label	Layer	Status	Path
`vps::gcp`	hardware	healthy	`mcp/stdio/server.js`

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zimdin12/aify-comms

Complete repo analysis

function 50+

file 50+

class 50+

endpoint 50+

directory 41

table 25

port 10

container 3

database 2

service 2

repo 1

gpu 1

vps 1