Cortex-Inara/cortex/static/HELP.md

Cortex UI — Help & Reference

Last updated: 2026-05-12

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Getting Started

If this is your first time using Cortex, you need one thing before the chat will work: an AI model connected to your account.

Fastest path — OpenRouter: OpenRouter gives you access to Claude, Gemini, and dozens of other models with a single API key.

1. Get a free API key at openrouter.ai/keys
2. Go to ☰ → Account → [Set up OpenRouter →] (shown automatically if no model is configured)
3. Paste your key, pick a starting model, click Connect

That's it — you're ready to chat.

Already past setup but seeing errors? Go to ☰ → Account → Model Registry → Manage models and confirm a model is assigned to the Chat role (Primary slot). If all slots are empty, add a model first.

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Header Controls

Button	What it does
Sessions	Open the sessions panel — list, resume, or start sessions
N (sliders icon)	Open the Context & Memory panel (N = current context tier)
☰	Settings menu — Files, push notification toggle, Account, Sign Out
?	Open this help panel

The Context & Memory panel (sliders icon with tier number) contains all configuration options:

Section	Controls
Context Tier	T1 – T4 context depth
Memory Layers	Toggle Long / Mid / Short memory on/off
Distill Memory	Manually trigger Short / Mid / Long / All distillation
Model	Active chat model — click to cycle through your configured slot models (Primary → Backup 1 → …)
Display	Aa cycles font size · ☾ toggles theme · S/M/L cycles input area height · ⌃↵ toggles send shortcut

All settings persist in localStorage across page refreshes.

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Chat

• Send: Ctrl+Enter by default. Click ⌃↵ in the input controls to toggle to plain Enter mode.
• Stop: Click Stop to cancel an in-progress response at any time.
• Edit a message: Hover over any message → click edit. Ctrl+Enter saves, Esc cancels.
• Delete a message: Hover over any message → click del. Removes from session history.
• Copy a response: Hover over any assistant message → click copy.
• New line while typing: Shift+Enter (in Ctrl+Enter mode) or Shift+Enter / Enter (in Enter mode).

Each assistant response shows a small model tag in the bottom-right corner identifying which model and host responded.

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Tools (⚡)

Click the ⚡ button in the input row to enable the Tools toggle. When lit (amber), Send changes to Run and messages are routed through the orchestrator instead of directly to the chat model.

The orchestrator runs a multi-step tool loop:

1. The orchestrator model reasons about the request and calls tools as needed
2. It produces an enriched summary of what it found
3. The responder model (set by the active Role) receives that context and writes the final user-facing reply
4. A ⚡ N tool calls: … note appears below the response listing what was used

The ⚡ toggle is independent of the Role selector — you can use any role (chat, coder, research, etc.) with or without tools. The orchestrator model is configured in Account → Model Registry → Role Assignments → Orchestrator.

Tools mode is best for tasks requiring research, multi-step reasoning, or side effects (e.g. "search for X", "add a task", "what's on my list?", "append this to my journal"). Regular chat is faster for conversational turns.

Orchestrated sessions persist to history exactly like regular chat.

Available Tools

62 tools across 16 categories. Each tool schema is sent to the model on every orchestrated call — fewer active tools means fewer tokens per call.

Category	Tools
Web	web_search, http_fetch, web_read, http_post
Project Files	project_file_read, project_file_list, file_stat, file_grep, file_diff, file_syntax_check
Files (admin)	file_read, file_list, file_write, session_read, session_search
Git	git_status, git_log, git_diff
Shell	shell_exec, claude_allow_dir
System	cortex_restart, cortex_logs, cortex_status, cortex_update
Tasks	task_list, task_create, task_update, task_complete
Cron	cron_list, cron_add, cron_remove, cron_toggle
Reminders	reminders_add, reminders_list, reminders_remove, reminders_clear
Scratchpad	scratch_read, scratch_write, scratch_append, scratch_clear
Notifications	web_push, email_send, nc_talk_send, nc_talk_history
Aether Journals	ae_journal_list/search, ae_journal_entries_list, ae_journal_entry_read/create/update/disable/append/prepend
Aether Tasks	ae_task_list
Agent Notes	agent_notes_read, agent_notes_write, agent_notes_append, agent_notes_clear
Agents	spawn_agent
Home Assistant	ha_get_state, ha_get_states, ha_call_service

Files, Shell, System, Agents, and some Notification/Web tools are admin-only and not visible to regular users. http_post requires a URL prefix allowlist in home/{user}/http_allowlist.json. nc_talk_history requires nc_username and nc_app_password in channels.json under nextcloud.

Per-Role Tool Sets

Each role can be configured with a specific subset of tool categories. When a role has a tool subset configured, only those tools are sent to the orchestrator — the rest are invisible to the model for that session.

Example: a Coder role might only need Web, Files, Shell, and Agent Notes. A Research role might only need Web. Configuring this avoids sending schemas for 30+ irrelevant tools on every call.

Configure per-role tool sets in Account → Model Registry → Role Assignments — expand a role card to see the category checkboxes. The default (no checkboxes selected) sends all tools the user has access to.

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Sessions

Sessions are named conversation threads that persist across page refreshes.

• Click Sessions → + New to start a fresh session.
• Click any listed session to resume it — full history loads instantly.
• Sessions from Nextcloud Talk appear as nct_* prefixed IDs.
• A blue ● badge appears on the Sessions button when Talk activity arrives in a session you're not currently viewing.

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Notes

Notes are injected into a session without triggering an LLM response.

• Click Note to toggle note mode. The input border changes colour.
• Private note (amber border) — visible only in the UI, never sent to the LLM.
• Context note (teal border) — persisted to session history so the LLM sees it on the next turn. Useful for nudging context without a full message.
• Click the private / public label to switch between note types.

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Install as App (PWA)

Cortex supports installation as a Progressive Web App — it runs in its own window with no browser chrome.

• Chrome / Edge (desktop): Look for the install icon in the address bar, or open the browser menu → Install Cortex…
• Android (Chrome): Tap ⋮ → Add to Home Screen
• iOS (Safari): Tap the Share button → Add to Home Screen

Once installed, opening Cortex from the home screen or app launcher skips the browser UI entirely.

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Backends

The Model toggle in the Context & Memory panel cycles through the slot models configured for your Chat role (Primary → Backup 1 → Backup 2 → …). Click it to switch between models mid-session.

• The button label shows the active model (e.g. "GPT-4o", "Gemini 2.5 Flash")
• The selected slot is sent with each chat request so the correct model is used
• If only one model is configured, the toggle does nothing
• A system message appears in the chat when you switch models

If the active model fails, the next configured backup slot is tried automatically.

Each response shows a model tag (bottom-right of message) with the model label and host, so you always know what responded.

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Account Settings

Navigate to: ☰ (top-right menu) → Account

Section	What you can do
Account	View your username, role badge (Admin / User), rename your username
Connected Accounts	See which Google account is linked for OAuth sign-in
Email Allowlist	Regex patterns controlling which addresses the email_send tool can reach
Notifications	Dedicated page — set channel (Browser Push, NC Talk, Google Chat, email) for proactive messages; test buttons for instant verification
Tool Permissions	Allow or block specific orchestrator tools for your account
Usage	Token consumption by model — see below
Browser Cache	Clear UI preferences stored locally (theme, font size, session ID, etc.)
Model Registry	Configure AI providers, local hosts, and role assignments
Change Password	Update your login password
Personas	List and rename your personas

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Usage

Token consumption is tracked automatically for API-backed models. Navigate to: ☰ → Account → Usage section.

The table shows all-time totals per model key, with columns for:

Column	Meaning
Model	backend/model-name key (e.g. gemini_api/gemini-2.5-flash, local/deepseek-v4)
Calls	Number of API calls made
Prompt	Input tokens sent
Output	Completion tokens received
Total	Prompt + Output

Values ≥ 1,000 are displayed as k (e.g. 24.3k).

What is and isn't tracked:

• ✅ Gemini API calls (orchestrator, distillation)
• ✅ Local OpenAI-compatible calls (Open WebUI, Ollama, OpenRouter)
• ✗ Claude CLI — no structured token data is returned by the subprocess
• ✗ Gemini CLI — same reason

The raw data lives in home/{username}/usage.json and is also accessible via the Files panel or the API.

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Model Registry

Configure which AI models are available and which handles each task type.

New user quick path: ☰ → Account → Set up OpenRouter → (the guided wizard adds a host, model, and role assignment in one step).

Full manual path: ☰ → Account → scroll to Model Registry → Manage models →

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Step 1 — Set up providers and hosts

Do this before adding models — models need a provider account or local host to attach to.

Anthropic (Claude): Nothing to configure. Claude uses your existing CLI OAuth session. If Claude isn't working, run claude auth login in a terminal.

Google (Gemini): Add one entry per API key you want to use:

1. Scroll to Cloud Providers → Google → click + Add Google account
2. Enter a label (e.g. "Work", "Personal") and your API key
3. Get a free key at aistudio.google.com/apikey

OpenRouter (recommended for new users — one key for many models):

1. Get a key at openrouter.ai/keys
2. Scroll to Local Hosts → + Add host
3. Label: "OpenRouter", URL: https://openrouter.ai/api/v1, paste your key, Type: OpenAI-compatible
4. Click Fetch models to verify, then add models from the fetched list

Other local hosts (Open WebUI, Ollama, LM Studio, etc.):

1. Scroll to Local Hosts → click + Add host to expand the form
2. Enter a label, the API URL (e.g. http://192.168.1.100:3000), and optional API key
3. Set Type: Open WebUI / Ollama, or OpenAI-compatible
4. Click Fetch models on the saved host card to verify connectivity

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Step 2 — Add models

Scroll to Add Model. Select the provider tab, fill in the details, click Add Model:

Tab	What you need
Local	Select a host (from Step 1) → enter model name, or use Fetch from host to pick from a live list
Google	Select a Gemini model from the catalog → select a Google account (from Step 1)
Anthropic	Select a Claude model from the catalog → uses your CLI session automatically

The label and context window size auto-fill from the catalog — edit them if you want. Tags are optional.

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Step 3 — Assign models to roles

Scroll to Role Assignments at the bottom of the page. Each role has Primary, Backup 1, and Backup 2 slots — Primary is tried first, then backups in order. Changes save automatically.

Role	Used for
Chat	Regular conversation
Orchestrator	Agent mode tool loop
Distill	Memory distillation (short / mid / long)
Coder	Code-focused tasks
Research	Long-context research tasks

Leave all slots empty to use the server default.

Per-role tool sets: Expand any role card to configure which tool categories the orchestrator can use when that role is active. Unchecked categories are hidden from the model entirely — reducing token overhead on every orchestrated call. Leaving all categories unchecked means all tools the user has access to are available (the default).

Inject timestamp: Each role card has an "Inject current date & time into system prompt" checkbox (default on). Disable it for pure processing roles (summarizer, classifier, translator) that don't need clock awareness.

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Nextcloud Talk Bot

Inara is registered as a bot in Nextcloud Talk.

• Messages sent in enabled Talk conversations are received by Cortex, processed, and replied to.
• The webhook returns 200 OK immediately; the reply happens asynchronously.
• Real-time updates stream to the web UI via SSE — you see Talk messages and responses appear live.
• To enable the bot in a conversation: open Talk conversation settings → Bots → enable the bot.

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Google Chat Bot

Inara is available as a bot in Google Chat (One Sky IT Workspace).

• Send Inara a direct message in Google Chat to start a conversation.
• Each DM thread is its own session (gc_spaces/* prefix) — history persists across messages.
• Responses are synchronous — Google Chat displays the reply directly in the thread.
• To add Inara to a space: open the space, add a person/app, search for Inara.
• Sessions from Google Chat appear as gc_* prefixed IDs in the Sessions panel.

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Files (Identity Editor)

The Files button opens an editor for your persona's identity and memory files:

File	Purpose
SOUL.md	Core personality, values, and voice
IDENTITY.md	Role, capabilities, and context
USER.md	Your profile, preferences, and history
PROTOCOLS.md	Behavioural rules and communication protocols
CONTEXT_TIERS.md	Defines what gets loaded at each context tier
MEMORY_LONG.md	Permanent curated long-term memory
MEMORY_MID.md	Rolling mid-term digest (LLM-distilled)
MEMORY_SHORT.md	Recent session rollup (auto-aggregated)
HELP.md	This file — persona-specific additions appended below
email_allowlist.json	Regex patterns for permitted email_send recipients (one per line)

Toggle preview / edit to switch between rendered markdown and raw text. Ctrl+S saves, Esc closes.

The Audit Log group at the bottom of the sidebar (collapsed by default) lists tool call logs by date (YYYY-MM-DD.jsonl). Click any date to view a read-only table of every orchestrator tool call: time, tool name, status, model, args, and result snippet. Status is colour-coded: green = ok, red = error, amber = denied.

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Push Notifications

Cortex can send browser push notifications — even when the tab is closed.

• Open ☰ → Enable notifications and accept the browser permission prompt.
• Once enabled, the button shows Notifications on (in accent colour).
• Click again to disable. Subscriptions are stored per-device.
• The orchestrator's web_push tool lets Inara send you a push proactively (e.g. when a long task completes).

Notification channel settings: ☰ → Account → Notification settings → — choose Browser Push, Email, Nextcloud Talk, or Google Chat as the channel Inara uses for scheduled reminders, cron job completions, and memory digests. Use the Send Test Notification button to verify your setup, or Check Reminders Now to trigger the reminder check immediately.

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Context & Memory ( ⚙ panel )

Context Tiers

Controls how much context is prepended to each LLM call:

Tier	Loads	~Tokens
Min	SOUL + IDENTITY + USER summary	~1,500
Std	+ USER full + PROTOCOLS + HELP + memory layers	~5,000
Ext	+ last 2 raw session logs	~15,000
Full	+ last 7 raw session logs	~50,000

Default is Std. Use Min for small/local models. Use Ext or Full for complex multi-session tasks.

Memory Layers

Three independently toggleable memory files, loaded Long → Mid → Short:

Layer	File	Contents
Long	MEMORY_LONG.md	Permanent facts — origin, key decisions, profile highlights
Mid	MEMORY_MID.md	Rolling digest of recent weeks — LLM-distilled from Short
Short	MEMORY_SHORT.md	Recent session rollup — auto-aggregated from session logs

Toggle any layer off to save tokens for a focused conversation.

Memory Distillation

Distillation builds up the memory layers from raw session logs. Runs automatically on a schedule; trigger manually via the ⚙ panel:

Button	What it does
short	Rolls recent session log files → MEMORY_SHORT.md (fast, no LLM)
mid	LLM summarizes MEMORY_SHORT.md → MEMORY_MID.md
long	LLM integrates MEMORY_MID.md → MEMORY_LONG.md
all	Runs short → mid → long in sequence

Recommended workflow: run short after any productive session; mid weekly; long monthly.

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Keyboard Shortcuts

Keys	Action
Ctrl+Enter	Send message (default mode)
Enter	Send (when in Enter mode)
Shift+Enter	New line in message input
Ctrl+Enter	Save inline message edit
Esc	Cancel inline edit / close any open modal
Ctrl+S	Save file (Files modal)

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API Reference

For direct access or scripting:

Method	Endpoint	Description
POST	/chat	Send a message — returns SSE stream
GET	/backend	Get current primary/fallback backends
POST	/backend	Set primary backend ({"primary": "claude"})
GET	/sessions	List all sessions
GET	/history/{id}	Get session message history
PUT	/history/{id}	Replace full session history
GET	/events	SSE stream for real-time Talk activity
POST	/note	Inject a context note into a session
GET	/files	List identity files
GET	/files/{name}	Read a file
PUT	/files/{name}	Write a file
POST	/distill/short	Aggregate session logs → MEMORY_SHORT
POST	/distill/mid	Summarize short → MEMORY_MID (LLM)
POST	/distill/long	Integrate mid → MEMORY_LONG (LLM)
POST	/distill/all	Run all three distillation steps
GET	/distill/status	Scheduler status and next run times
POST	/orchestrate	Submit an agent task — returns {"job_id": "..."}
GET	/orchestrate/{job_id}	Poll job status and result
GET	/settings/models	Model registry UI
POST	/api/models/role	Set a role assignment (JSON body)
POST	/api/models/role-config	Set per-role tool list and system prompt append
GET	/api/push/vapid-key	VAPID public key (for push subscription)
POST	/api/push/subscribe	Register a push subscription
DELETE	/api/push/subscribe	Remove a push subscription
POST	/api/push/test	Send a test notification via configured channel
POST	/api/push/reminders/check	Run reminder check immediately; returns {"reminders_found": n}
GET	/api/audit/files	List available audit log dates (own data)
GET	/api/audit/day?date=	Tool call entries for a specific date (own data)
GET	/api/audit/recent	Recent tool calls across days (admin)
GET	/api/audit/stats	Tool call counts by tool/status/user (admin)
GET	/api/usage	Full daily token usage log (own data)
GET	/api/usage/summary	Per-model token totals, all time (own data)
GET	/api/usage/all	Per-model totals for all users (admin)
GET	/setup/model	Guided OpenRouter setup form (Step 3 / standalone)
POST	/setup/model	Save OpenRouter host + model + assign to chat role
GET	/health	Health check — returns {"status": "ok"}

Chat request body (POST /chat):

{
  "message": "string",
  "session_id": "string | null",
  "tier": 2,
  "chat_role": "chat",
  "slot": "primary | backup_1 | backup_2 | null",
  "include_long": true,
  "include_mid": true,
  "include_short": true,
  "off_record": false
}

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Cortex is a self-hosted personal AI platform. Named after the 'verse-wide communications network in Firefly.