implement JellyStat API for watch history, genre summary, and user summary; add PostgreSQL connection pool and update requirements

.env.example

@@ -1,16 +1,19 @@
-# ---------------------------------------------------------------------------
+# =============================================================================
-# Agent Backend — Environment Variables
+# Agent Bot — Environment Configuration
-# Copy this to .env and fill in your values.
+# =============================================================================
-# ---------------------------------------------------------------------------
+# Copy this file to .env and fill in your values.
+# .env is git-ignored — never commit real secrets.
 
+# ---------------------------------------------------------------------------
 # LLM — DeepSeek (OpenAI-compatible)
+# ---------------------------------------------------------------------------
 DEEPSEEK_API_KEY=sk-your-deepseek-api-key
 
 # ---------------------------------------------------------------------------
 # Discord Bot
 # ---------------------------------------------------------------------------
 DISCORD_BOT_TOKEN=your-discord-bot-token-here
-# DISCORD_MAX_HISTORY=7         # optional, defaults to 7 (max past messages per user)
+# DISCORD_MAX_HISTORY=7              # optional, defaults to 7 (max past messages per user)
 # DISCORD_DEFAULT_AGENT=media-agent  # optional, which agent the DM bot uses
 
 # ---------------------------------------------------------------------------
@@ -18,4 +21,30 @@ DISCORD_BOT_TOKEN=your-discord-bot-token-here
 # ---------------------------------------------------------------------------
 SEERR_URL=https://seerr.example.com
 SEERR_API_KEY=your-seerr-api-key
-# SEERR_TIMEOUT=30    # optional, defaults to 30 seconds
+# SEERR_USERNAME=your-username       # alternative: username+password auth
+# SEERR_PASSWORD=your-password
+# SEERR_TIMEOUT=30                   # optional, defaults to 30 seconds
+
+# ---------------------------------------------------------------------------
+# Auth System (Discord ↔ external services)
+# ---------------------------------------------------------------------------
+# The public-facing URL where users reach this bot's web API.
+# Used to build the "Click here to link" URLs sent via Discord DM.
+# For local dev: http://localhost:8000
+# For production behind a reverse proxy: https://bot.yourdomain.com
+BASE_URL=http://localhost:8000
+
+# Where the auth SQLite database lives (relative to project root)
+# AUTH_DB_PATH=data/auth.db
+
+# Link token expiry in minutes (default 10)
+# AUTH_TOKEN_EXPIRY=10
+
+# ---------------------------------------------------------------------------
+# JellyStat — PostgreSQL watch-history database
+# ---------------------------------------------------------------------------
+JELLYSTAT_DB_HOST=localhost
+JELLYSTAT_DB_PORT=5432
+JELLYSTAT_DB_USER=postgres
+JELLYSTAT_DB_PASSWORD=
+JELLYSTAT_DB_NAME=jfstat

.gitignore

@@ -175,3 +175,4 @@ cython_debug/
 .pypirc
 
 .docs/
+data/

agents/__init__.py

@@ -12,7 +12,7 @@ An Agent is a lightweight wrapper:
 from dataclasses import dataclass, field
 from typing import Dict, List
 
-from skills import Skill, get_combined_prompt, list_all as list_all_skills
+from agents.skills import Skill, get_combined_prompt, list_all as list_all_skills
 
 
 @dataclass
@@ -61,7 +61,8 @@ def load_all_agents() -> None:
     import agents.media_agent   # noqa: F401
 
     # Also import skill modules so they self-register
-    import skills.media_info    # noqa: F401
+    import agents.skills.media_info    # noqa: F401
-    import skills.seerr         # noqa: F401
+    import agents.skills.seerr         # noqa: F401
-    import skills.triage        # noqa: F401
+    import agents.skills.triage        # noqa: F401
-    import skills.easter_eggs   # noqa: F401
+    import agents.skills.easter_eggs   # noqa: F401
+    import agents.skills.watch_history # noqa: F401

agents/media_agent.py

@@ -14,11 +14,16 @@ media_agent = Agent(
     agent_id="media-agent",
     description="Media assistant — handles movie/TV/subtitle/ticket requests "
     "via Seerr, Jellyfin, Sonarr, etc.",
-    skills=["media_info", "seerr", "triage", "easter_eggs"],
+    skills=["media_info", "seerr", "triage", "easter_eggs", "watch_history"],
     base_prompt=(
         "You are a media assistant connected to Seerr and other media services. "
         "Help users discover, request, and troubleshoot their media library. "
-        "Use the tools provided to perform real actions."
+        "Use the tools provided to perform real actions.\n\n"
+        "## Authentication\n"
+        "If a tool returns a message saying the user needs to log in first, "
+        "tell the user to type `/login <service>` in their DM (e.g. `/login jellyfin`). "
+        "This opens Quick Connect on their Jellyfin app so they can link their account. "
+        "Do NOT tell the user you 'can't connect' or 'don't have access' — just relay the login instructions."
     ),
 )
 

agents/skills/__init__.py

@@ -12,7 +12,7 @@ A Skill is a lightweight object with:
 
 from dataclasses import dataclass, field
 from typing import Any, Awaitable, Callable, Dict, List, Optional
-from core.config import get_config  # re-export so every skill can use it
+from src.config import get_config  # re-export so every skill can use it
 
 
 # ---------------------------------------------------------------------------
@@ -47,6 +47,7 @@ class Skill:
     prompt_fragment: str = ""
     tools: List[Dict[str, Any]] = field(default_factory=list)
     execute: Optional[ToolExecutor] = None
+    requires_auth: List[str] = field(default_factory=list)
 
 
 # ---------------------------------------------------------------------------
@@ -96,9 +97,15 @@ def get_all_tools(skill_names: list[str]) -> List[Dict[str, Any]]:
 
 
 async def execute_tool(
-    skill_names: list[str], tool_name: str, args: dict
+    skill_names: list[str], tool_name: str, args: dict,
+    discord_user_id: int | None = None,
 ) -> ToolResult | None:
     """Find the skill that owns *tool_name* and run its executor.
+    
+    If *discord_user_id* is provided, also checks whether the owning skill
+    requires authentication for any services.  If auth is missing, returns
+    a friendly ToolResult.fail(...) telling the user how to log in.
+    
     Only logs failures to the console — successful calls are silent.
     """
     import logging
@@ -109,6 +116,27 @@ async def execute_tool(
         if s and s.execute:
             for t in s.tools:
                 if t.get("function", {}).get("name") == tool_name:
+                    # --- Auth gate ---
+                    if s.requires_auth and discord_user_id is not None:
+                        from src import auth_store
+                        from gateway.auth import get_auth_service
+                        missing: list[str] = []
+                        for svc in s.requires_auth:
+                            if not auth_store.is_authenticated(discord_user_id, svc):
+                                missing.append(svc)
+                        if missing:
+                            svc_displays = ", ".join(
+                                (get_auth_service(m) and get_auth_service(m).display_name) or m
+                                for m in missing
+                            )
+                            return ToolResult.fail(
+                                f"You need to log in to {svc_displays} first. "
+                                + " ".join(f"Send `/login {m}` in a DM to get started." for m in missing)
+                            )
+                    # --- End auth gate ---
+                    # Inject discord_user_id so skills can resolve external user IDs
+                    if discord_user_id is not None:
+                        args = {**args, "_discord_user_id": discord_user_id}
                     try:
                         result = await s.execute(tool_name, args)
                         if not result.success:

agents/skills/easter_eggs.py

@@ -8,7 +8,7 @@ requested actions normally. Functionality is never sacrificed for a reference.
 Add a new theme by adding one entry to THEMES — no code changes needed.
 """
 
-from skills import Skill, register
+from agents.skills import Skill, register
 
 THEMES = {
     "naruto": {

agents/skills/media_info.py

@@ -5,7 +5,7 @@ A lightweight base skill that teaches the agent it is a media assistant.
 Real API capabilities come from other skills (seerr, triage, etc.).
 """
 
-from skills import Skill, register
+from agents.skills import Skill, register
 
 media_info_skill = Skill(
     name="media_info",
@@ -23,6 +23,16 @@ When responding:
   suggest submitting a ticket if there's a problem.
 - Always confirm successful actions and warn about failures.
 
+## Jellyfin & Authentication
+
+You are connected to the user's Jellyfin server. If a user asks you to
+"connect to Jellyfin", "link my Jellyfin", or asks about their watch history,
+simply call the `watch_history` tool. The system will automatically handle
+authentication — if the user isn't linked yet, they'll be guided through
+Quick Connect seamlessly. NEVER tell a user you "don't have access to
+Jellyfin" or "can't connect" — always try the tool first and let the system
+sort it out.
+
 This is the base media assistant persona. Real API capabilities come from the
 attached skills (seerr, triage, etc.).""",
 )

agents/skills/seerr.py

@@ -24,7 +24,7 @@ from urllib.parse import quote
 
 import httpx
 
-from skills import Skill, register, ToolResult, get_config
+from agents.skills import Skill, register, ToolResult, get_config
 
 # ---------------------------------------------------------------------------
 # Config

agents/skills/triage.py

@@ -10,7 +10,7 @@ cancelling requests, banning users), this skill teaches the LLM to:
 3. Use the seerr_submit_issue tool (if available) to create the ticket.
 """
 
-from skills import Skill, register
+from agents.skills import Skill, register
 
 # This skill has no tools of its own — it guides the LLM's behavior.
 # The actual ticket submission is handled by seerr_submit_issue.

agents/skills/watch_history.py

@@ -0,0 +1,273 @@
+"""
+Watch History skill — fetch the user's Jellyfin watch history via JellyStat API.
+
+Requires the user to have linked Jellyfin via `/login jellyfin` in Discord.
+The auth gate (`requires_auth=["jellyfin"]`) is already active — users who
+haven't linked Jellyfin will be prompted to /login first.
+
+Architecture
+------------
+This skill calls the JellyStat REST API (same FastAPI process, via HTTP)
+rather than accessing the PostgreSQL database directly.  This keeps the
+bot isolated from database credentials.
+"""
+
+from __future__ import annotations
+
+import httpx
+
+from agents.skills import Skill, register, ToolResult
+from src import auth_store
+from src.config import get_config
+
+# ---------------------------------------------------------------------------
+# Config
+# ---------------------------------------------------------------------------
+BASE_URL = (get_config("BASE_URL") or "http://localhost:8000").rstrip("/")
+
+# ---------------------------------------------------------------------------
+# Tool definitions
+# ---------------------------------------------------------------------------
+
+TOOLS = [
+    {
+        "type": "function",
+        "function": {
+            "name": "watch_history",
+            "description": (
+                "Get the user's Jellyfin watch history — titles grouped by total "
+                "watch time in a configurable time window. Use this when a user "
+                "asks what they've watched, what they've been watching recently, "
+                "or wants to see their viewing activity."
+            ),
+            "parameters": {
+                "type": "object",
+                "properties": {
+                    "limit": {
+                        "type": "integer",
+                        "description": "How many titles to return (default 10, max 20).",
+                    },
+                    "minutes": {
+                        "type": "integer",
+                        "description": (
+                            "Time window in minutes. Default 10080 (7 days). "
+                            "Use a large number like 525600 for 'all time' (1 year)."
+                        ),
+                    },
+                },
+            },
+        },
+    },
+    {
+        "type": "function",
+        "function": {
+            "name": "watch_genres",
+            "description": (
+                "Get the user's most-watched genres from Jellyfin, ranked by "
+                "total watch time. Use this when a user asks what kinds of "
+                "content they watch most, their favourite genres, or what "
+                "categories dominate their viewing."
+            ),
+            "parameters": {
+                "type": "object",
+                "properties": {
+                    "minutes": {
+                        "type": "integer",
+                        "description": (
+                            "Time window in minutes. Default 10080 (7 days). "
+                            "Use a large number like 525600 for 'all time'."
+                        ),
+                    },
+                },
+            },
+        },
+    },
+    {
+        "type": "function",
+        "function": {
+            "name": "watch_summary",
+            "description": (
+                "Get an all-time Jellyfin watch summary — total watch time, "
+                "most-watched series, most-watched movie, 30-day and 7-day "
+                "activity, and top 3 genres. Use this when a user asks for "
+                "their overall stats, a dashboard, or 'how much have I watched?'."
+            ),
+            "parameters": {"type": "object", "properties": {}},
+        },
+    },
+]
+
+
+# ---------------------------------------------------------------------------
+# Helpers
+# ---------------------------------------------------------------------------
+
+
+def _resolve_jellyfin_id(args: dict) -> str | None:
+    """Extract the Jellyfin user ID from auth_store using the injected Discord ID."""
+    discord_user_id = args.pop("_discord_user_id", None)
+    if discord_user_id is None:
+        return None  # not called from Discord — shouldn't happen with auth gate
+
+    auth = auth_store.get_auth(discord_user_id, "jellyfin")
+    if auth is None or not auth.get("external_user_id"):
+        return None
+
+    return auth["external_user_id"]
+
+
+async def _fetch_json(url: str) -> dict:
+    """GET *url* and return the parsed JSON body, or {} on failure."""
+    async with httpx.AsyncClient(timeout=10) as client:
+        resp = await client.get(url)
+        resp.raise_for_status()
+        return resp.json()
+
+
+def _format_seconds(total: float) -> str:
+    """Convert seconds to a human-friendly string."""
+    total = max(total, 0)
+    hours = int(total // 3600)
+    minutes = int((total % 3600) // 60)
+    if hours and minutes:
+        return f"{hours}h {minutes}m"
+    if hours:
+        return f"{hours}h"
+    if minutes:
+        return f"{minutes}m"
+    return f"{int(total)}s"
+
+
+def _format_history(data: dict, limit: int) -> ToolResult:
+    """Format a watch-history API response for the LLM."""
+    items = data.get("items", [])[:limit]
+    if not items:
+        return ToolResult.ok("You haven't watched anything in this time window.")
+
+    lines = [f"**Watch History** (last {data.get('window_minutes', '?')} minutes):"]
+    for i, item in enumerate(items, 1):
+        duration = _format_seconds(item["watch_time_sec"])
+        icon = "📺" if item["media_type"] == "series" else "🎬"
+        lines.append(f"{i}. {icon} **{item['title']}** — {duration}")
+
+    return ToolResult.ok("\n".join(lines))
+
+
+def _format_genres(data: dict) -> ToolResult:
+    """Format a genre-summary API response for the LLM."""
+    genres = data.get("genres", [])
+    if not genres:
+        return ToolResult.ok("No genre data available for this time window.")
+
+    lines = [f"**Top Genres** (last {data.get('window_minutes', '?')} minutes):"]
+    for i, g in enumerate(genres, 1):
+        duration = _format_seconds(g["watch_time_sec"])
+        lines.append(f"{i}. **{g['genre']}** — {duration}")
+
+    return ToolResult.ok("\n".join(lines))
+
+
+def _format_summary(data: dict) -> ToolResult:
+    """Format a user-summary API response for the LLM."""
+    total = _format_seconds(data.get("total_watch_time_sec", 0))
+    last_30 = _format_seconds(data.get("total_last_30d_sec", 0))
+    last_7 = _format_seconds(data.get("total_last_7d_sec", 0))
+
+    top_series = data.get("most_watched_series") or "—"
+    top_movie = data.get("most_watched_movie") or "—"
+    top_genres = data.get("top_genres", [])
+    genres_str = ", ".join(top_genres) if top_genres else "—"
+
+    lines = [
+        "**Your Jellyfin Summary** (all time):",
+        f"⏱️  Total watch time: **{total}**",
+        f"📺  Most-watched series: **{top_series}**",
+        f"🎬  Most-watched movie: **{top_movie}**",
+        f"📅  Last 30 days: **{last_30}**",
+        f"📅  Last 7 days: **{last_7}**",
+        f"🏷️  Top genres: {genres_str}",
+    ]
+    return ToolResult.ok("\n".join(lines))
+
+
+# ---------------------------------------------------------------------------
+# Executor
+# ---------------------------------------------------------------------------
+
+
+async def _execute(tool_name: str, args: dict) -> ToolResult:
+    # 1. Resolve Jellyfin user ID
+    jellyfin_id = _resolve_jellyfin_id(args)
+    if jellyfin_id is None:
+        return ToolResult.fail(
+            "Your Jellyfin account is not linked. Use `/login jellyfin` in a DM to connect."
+        )
+
+    # 2. Route to the right JellyStat endpoint
+    try:
+        match tool_name:
+            case "watch_history":
+                limit = args.get("limit", 10)
+                minutes = args.get("minutes", 10080)
+                url = f"{BASE_URL}/jellystat/history/{jellyfin_id}?minutes={minutes}"
+                data = await _fetch_json(url)
+                return _format_history(data, limit)
+
+            case "watch_genres":
+                minutes = args.get("minutes", 10080)
+                url = f"{BASE_URL}/jellystat/genres/{jellyfin_id}?minutes={minutes}"
+                data = await _fetch_json(url)
+                return _format_genres(data)
+
+            case "watch_summary":
+                url = f"{BASE_URL}/jellystat/summary/{jellyfin_id}"
+                data = await _fetch_json(url)
+                return _format_summary(data)
+
+            case _:
+                return ToolResult.fail(f"Unknown tool: {tool_name}")
+
+    except httpx.HTTPError:
+        return ToolResult.fail(
+            "Could not reach the watch-history service right now. "
+            "Please try again in a moment."
+        )
+
+
+# ---------------------------------------------------------------------------
+# Skill registration
+# ---------------------------------------------------------------------------
+
+_PROMPT = (
+    "## Watch History\n"
+    "\n"
+    "You have THREE tools to answer questions about the user's Jellyfin watch activity:\n"
+    "\n"
+    "1. **`watch_history`** — per-title watch time in a time window (default: 7 days).\n"
+    "   Use when a user asks what they've watched, to show their history,\n"
+    "   or what they watched this week or yesterday.\n"
+    "\n"
+    "2. **`watch_genres`** — watch time broken down by genre.\n"
+    "   Use when a user asks what genres they watch, whether they watch more\n"
+    "   comedy than drama, or what their most-watched genre is.\n"
+    "\n"
+    "3. **`watch_summary`** — all-time dashboard: total watch time, most-watched\n"
+    "   series and movie, 30-day and 7-day activity, and top 3 genres.\n"
+    "   Use when a user asks for their stats, how much they've watched in\n"
+    "   total, or what their favourites are.\n"
+    "\n"
+    "Always call the appropriate tool before answering — NEVER guess at watch data.\n"
+    "Format watch times in a human-readable way (hours and minutes), but keep the\n"
+    "raw data visible too."
+)
+
+watch_history_skill = Skill(
+    name="watch_history",
+    description="User's Jellyfin watch history, genres, and summary stats",
+    requires_auth=["jellyfin"],
+    prompt_fragment=_PROMPT,
+    tools=TOOLS,
+    execute=_execute,
+)
+
+register(watch_history_skill)

api/api.md

@@ -1,235 +0,0 @@
-# API Architecture — Agent + Skill + Graph Pipeline
-
-This document explains how the API routes user messages through the
-agent / skill / LangGraph pipeline to produce responses.
-
----
-
-## Overview
-
-```
-┌─────────────────────────────────────────────────────────────────┐
-│                      OpenWebUI / Client                         │
-│  POST /v1/chat/completions  { model, messages, stream }         │
-└──────────────────────────────┬──────────────────────────────────┘
-                               │
-                               ▼
-┌──────────────────────────────────────────────────────────────────┐
-│  api/v1/chat.py  —  chat_completions()                          │
-│                                                                  │
-│  1. _resolve_agent(req.model)  →  Agent                          │
-│  2. get_agent_graph(agent_id)  →  compiled StateGraph            │
-│  3. graph.ainvoke(state)  or  _stream_graph(graph, messages)     │
-└──────────────────────────────┬───────────────────────────────────┘
-                               │
-                               ▼
-┌──────────────────────────────────────────────────────────────────┐
-│  LangGraph StateGraph  (core/graph.py)                           │
-│                                                                  │
-│   ┌──────────────┐   tool_calls?    ┌──────────────┐            │
-│   │  agent_node  │ ───────────────▶ │  tool_node   │            │
-│   │  (LLM call)  │ ◀─────────────── │ (skill exec) │            │
-│   └──────┬───────┘                  └──────────────┘            │
-│          │ no tool_calls                                         │
-│          ▼                                                       │
-│        [END]                                                     │
-└──────────────────────────────────────────────────────────────────┘
-
-## Key Concepts
-
-### 1. Agent
-
-An **Agent** is a persona + skill bundle. Defined in `agents/`.
-
-```python
-# agents/media_agent.py
-Agent(
-    agent_id="media-agent",
-    description="Media assistant with Seerr integration",
-    skills=["media_info", "seerr", "triage"],
-    base_prompt="You are a media assistant...",
-)
-```
-
-- `agent_id` — unique name, exposed as a model in OpenWebUI
-- `skills` — list of skill names to load
-- `base_prompt` — starting system prompt, combined with skill fragments
-- `build_system_prompt()` — merges base_prompt + all skill prompt fragments
-
-Agents self-register at import time via `agents/__init__.py`'s `register()`.
-`main.py` calls `load_all_agents()` at startup to import every agent and skill
-module.
-
-### 2. Skill
-
-A **Skill** is a capability bundle. Defined in `skills/`.
-
-```python
-# skills/seerr.py
-Skill(
-    name="seerr",
-    description="Seerr integration — trending, discover, request media, submit issues",
-    prompt_fragment="## Seerr Media Tools\n...",
-    tools=[...],          # OpenAI function-calling schema
-    execute=_execute,     # async handler: tool_name + args → ToolResult
-)
-```
-
-- `prompt_fragment` — injected into the agent's system prompt.
-- `tools` — list of OpenAI function definitions (name, description, parameters).
-- `execute` — async callable that routes tool calls to API handlers.
-
-### 3. Graph
-
-Each agent gets a **compiled LangGraph StateGraph** built by
-`core/graph.py:create_agent_graph()`.  The graph is compiled lazily on the
-first request and cached on `app.state.agent_graphs` for the lifetime of the
-process.
-
-| Graph node / edge | What it does |
-|---|---|
-| `agent_node` | Converts state messages to OpenAI dicts, calls the LLM with the agent's system prompt + tool definitions, returns an `AIMessage` |
-| `tool_node` | Reads `tool_calls` from the last AI message, calls `execute_tool()` from the skill system, returns `ToolMessage` results |
-| `_should_continue` | Conditional edge — returns `"tool_node"` if the AI message has `tool_calls`, else `END` |
-
-### 4. State
-
-Defined in `core/state.py`:
-
-```python
-class AgentState(TypedDict):
-    messages: Annotated[list, add_messages]
-```
-
-LangGraph's `add_messages` reducer appends new messages and replaces messages
-with matching IDs (so tool-call results overwrite their placeholders).
-
-### 5. Message Conversion
-
-Because we use the raw `openai` client (not `langchain-openai`), messages must
-be converted between LangChain and OpenAI formats at every LLM call:
-
-- **LangChain → OpenAI** (`_lc_role_to_openai`, `_langchain_tc_to_openai`):
-  Maps `type` → `role` and converts top-level `name`/`args` tool-calls into
-  the nested `function` sub-object that the OpenAI API expects.
-
-- **OpenAI → LangChain** (inside `agent_node`):
-  Converts the `ChatCompletionMessage` response into an `AIMessage` with
-  LangChain-format `tool_calls` (top-level `name`/`args`/`id`).
-
----
-
-## Full Request Flow
-
-### Step-by-step: "What are trending movies?"
-
-```
-1. OpenWebUI sends:
-   POST /v1/chat/completions
-   {
-     "model": "media-agent",
-     "messages": [
-       {"role": "user", "content": "What are trending movies?"}
-     ],
-     "stream": false
-   }
-
-2. chat_completions():
-   → _resolve_agent(model="media-agent")
-     → get_agent("media-agent") → Agent(skills=["media_info", "seerr", "triage"])
-   → get_agent_graph("media-agent", request)
-     → looks up app.state.agent_graphs["media-agent"]
-     → first call → create_agent_graph() compiles the graph with 7 Seerr tools
-   → run_agent_with_tools(request, messages, agent_id)
-     → _invoke_graph(graph, messages)
-
-3. Graph — Pass 1 (agent_node):
-   → LLM receives: [system prompt] + [user: "What are trending movies?"]
-   → LLM responds with tool_calls: seerr_trending(kind="movie")
-   → agent_node returns AIMessage with tool_calls in LangChain format
-
-4. Graph — _should_continue:
-   → AIMessage has tool_calls → route to "tool_node"
-
-5. Graph — tool_node:
-   → Reads tool_call: name="seerr_trending", args={"kind": "movie"}
-   → execute_tool(["media_info", "seerr", "triage"], "seerr_trending", ...)
-   → Seerr API → GET /api/v1/discover/trending?mediaType=movie
-   → Returns ToolMessage with formatted results including [tmdb:IDs]
-
-6. Graph — Pass 2 (agent_node):
-   → LLM receives previous exchange + tool result
-   → LLM responds with text only (no tool_calls)
-   → agent_node returns AIMessage(content="Here are the top trending movies!...")
-
-7. Graph — _should_continue:
-   → No tool_calls → route to END
-
-8. chat_completions() returns:
-   { "choices": [{"message": {"role": "assistant", "content": "Here are the top..."}}] }
-```
-
-### Step-by-step: "Request the 2026 one" (multi-turn context)
-
-```
-1. OpenWebUI sends the FULL history:
-   {
-     "model": "media-agent",
-     "messages": [
-       {"role": "user", "content": "What are trending movies?"},
-       {"role": "assistant", "content": "Here are the top 10 trending movies!
-        1. **Mortal Kombat II** (2026) [tmdb:931285] — ..."},
-       {"role": "user", "content": "could request the mortal kombat one?"},
-       {"role": "assistant", "content": "There are several Mortal Kombat entries! ..."},
-       {"role": "user", "content": "the 2026 one"}
-     ]
-   }
-
-2. chat_completions():
-   → req.messages contains the ENTIRE conversation history
-   → graph.ainvoke({"messages": all_messages})
-   → agent_node prepends system prompt and sends everything to the LLM
-
-3. LLM reasons from full context:
-   - Previously listed Mortal Kombat II (2026) with [tmdb:931285]
-   - The user said "request the mortal kombat one" → I searched and showed 4 options
-   - Now they say "the 2026 one" → that matches Mortal Kombat II (2026) [tmdb:931285]
-   - I should call seerr_request_media(kind="movie", title="Mortal Kombat II", tmdb_id=931285)
-
-4. tool_node executes the request → ✅ Success
-```
-
----
-
-## Streaming
-
-Streaming works slightly differently from the sync path:
-
-```
-chat_completions(stream=True)
-  → _stream_graph(graph, messages)
-    → graph.ainvoke(state)        # runs graph to completion (tools execute silently)
-    → yields content character-by-character via SSE
-```
-
-For true token-level streaming (tokens appear as the LLM generates them),
-the agent_node would need to use `langchain-openai`'s `ChatOpenAI` instead of
-the raw `openai` client.  The current approach is a pragmatic middle ground
-that avoids adding another dependency while still giving the SSE client
-incremental output.
-
----
-
-## File Map
-
-| File | Responsibility |
-|---|---|
-| `main.py` | FastAPI app, singleton creation, router mounting |
-| `api/v1/chat.py` | Endpoints — resolves agent, invokes graph, formats responses |
-| `api/dependencies.py` | `get_llm_client()`, `get_agent_graph()` — FastAPI `Depends` |
-| `core/graph.py` | `create_agent_graph()` — builds the StateGraph |
-| `core/state.py` | `AgentState` TypedDict |
-| `core/llm.py` | `create_client()` — OpenAI client factory |
-| `core/config.py` | Environment variable loader |
-| `agents/` | Agent definitions (dataclass + self-registration) |
-| `skills/` | Skill definitions (prompt fragments + tools + executors) |

gateway/api.md

@@ -0,0 +1,75 @@
+# Gateway Architecture — Agent + Skill + Graph Pipeline
+
+This is the **interface layer** of the Agents project. Everything that connects
+the outside world to the agent system lives here — REST APIs, Discord bot,
+and authentication.
+
+---
+
+## Directory Map
+
+| Path | Description | Docs |
+|---|---|---|
+| `gateway/v1/` | REST API endpoints — chat, agent listing, OpenAI-compatible completions | [v1.md](v1/v1.md) |
+| `gateway/discord/` | Discord bot connector — in-process DM handler with LangGraph integration | [discord.md](discord/discord.md) |
+| `gateway/auth/` | Auth service registry + Jellyfin Quick Connect implementation | [auth.md](auth/auth.md) |
+
+---
+
+## Supporting Modules
+
+| Path | Purpose |
+|---|---|
+| `gateway/dependencies.py` | FastAPI `Depends` providers — `get_llm_client()`, `get_agent_graph()` |
+| `src/config.py` | `.env` loader and config accessor |
+| `src/llm.py` | OpenAI-compatible client factory (DeepSeek) |
+| `src/state.py` | LangGraph `AgentState` TypedDict |
+| `src/graph.py` | LangGraph StateGraph factory — agent_node, tool_node, routing |
+| `src/tools_adapter.py` | Wraps skill tools as LangChain `@tool` functions |
+| `src/auth_store.py` | SQLite persistence for Discord → service auth linking |
+| `agents/` | Agent definitions (dataclass + registry) |
+| `agents/skills/` | Skill definitions — prompt fragments, tool schemas, executors |
+
+---
+
+## High-Level Request Flow
+
+```
+┌──────────────────────────────┐
+│  Client (OpenWebUI / HTTP)   │
+└──────────────┬───────────────┘
+               │ POST /v1/chat/completions
+               ▼
+┌──────────────────────────────┐
+│  gateway/v1/chat.py          │  ← resolves agent, invokes graph
+└──────────────┬───────────────┘
+               │
+               ▼
+┌──────────────────────────────┐
+│  LangGraph StateGraph        │  ← src/graph.py
+│  ┌──────────┐   ┌──────────┐│
+│  │agent_node│──▶│tool_node ││
+│  │(LLM call)│◀──│(skills)  ││
+│  └──────────┘   └──────────┘│
+└──────────────┬───────────────┘
+               │
+               ▼
+┌──────────────────────────────┐
+│  agents/skills/              │  ← Seerr API, Jellyfin API, etc.
+└──────────────────────────────┘
+```
+
+For a detailed step-by-step walkthrough of the graph execution (including
+multi-turn context and tool-calling loops), see [v1.md](v1/v1.md).
+
+---
+
+## Startup
+
+`main.py` is the entry point. At startup it:
+
+1. Loads `.env` → creates the LLM client (DeepSeek) → stores on `app.state.llm_client`
+2. Calls `load_all_agents()` → imports every agent and skill module (they self-register)
+3. Imports `gateway.auth.jellyfin` → self-registers the Jellyfin auth service
+4. Mounts routers: `/v1/*` (chat endpoints) and `/api/v1/auth/*` (auth endpoints)
+5. Starts the Discord bot as a background asyncio task (lifespan)

gateway/auth/__init__.py

@@ -0,0 +1,93 @@
+"""
+Auth Service registry — generic, pluggable authentication for any service.
+
+Add a new service (Plex, Seerr, etc.) by:
+1. Subclassing AuthService
+2. Dropping the module in this package
+3. Calling register_auth_service() at import time
+"""
+
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from typing import Optional
+
+
+# ---------------------------------------------------------------------------
+# AuthResult — returned by AuthService.authenticate()
+# ---------------------------------------------------------------------------
+
+@dataclass
+class AuthResult:
+    """Outcome of a credential validation attempt."""
+    success: bool
+    external_user_id: Optional[str] = None
+    external_name: Optional[str] = None
+    credentials: Optional[dict] = None
+    error_message: Optional[str] = None
+
+
+# ---------------------------------------------------------------------------
+# AuthService — abstract base class
+# ---------------------------------------------------------------------------
+
+class AuthService(ABC):
+    """A service that users can authenticate against (Jellyfin, Seerr, Plex, etc.)
+
+    Subclasses must implement:
+      - name          : unique identifier used in URLs and DB keys
+      - display_name  : human-readable label shown in Discord
+      - render_login_form(token, discord_id) → HTML string
+      - authenticate(form_data) → AuthResult
+    """
+
+    @property
+    @abstractmethod
+    def name(self) -> str:
+        """Unique service name: "jellyfin", "seerr", etc."""
+        ...
+
+    @property
+    @abstractmethod
+    def display_name(self) -> str:
+        """Human-readable: "Jellyfin", "Seerr", "Plex" """
+        ...
+
+    @abstractmethod
+    def render_login_form(self, token: str, discord_id: int) -> str:
+        """Return HTML string with a login form for this service.
+
+        The form MUST include these hidden fields:
+          <input type="hidden" name="token" value="{token}">
+          <input type="hidden" name="discord_id" value="{discord_id}">
+          <input type="hidden" name="service" value="{self.name}">
+        """
+        ...
+
+    @abstractmethod
+    async def authenticate(self, form_data: dict) -> AuthResult:
+        """Validate credentials against the service. Return AuthResult."""
+        ...
+
+
+# ---------------------------------------------------------------------------
+# Global registry
+# ---------------------------------------------------------------------------
+
+_registry: dict[str, AuthService] = {}
+
+
+def register_auth_service(svc: AuthService) -> None:
+    """Register an AuthService so it can be looked up by name."""
+    _registry[svc.name] = svc
+
+
+def get_auth_service(name: str) -> AuthService | None:
+    """Look up a registered AuthService by name."""
+    return _registry.get(name)
+
+
+def list_auth_services() -> list[str]:
+    """Return names of all registered auth services."""
+    return list(_registry.keys())

gateway/auth/auth.md

@@ -0,0 +1,152 @@
+# Auth — Service Registry & Persistence
+
+The authentication system lets Discord users link their accounts to external
+services (currently **Jellyfin**) so the agent can perform actions on their
+behalf (e.g. checking watch history).
+
+---
+
+## Architecture
+
+```
+gateway/auth/                     gateway/v1/auth.py
+┌──────────────────────┐          ┌──────────────────────────────┐
+│  AuthService (ABC)   │          │  GET  /api/v1/auth/login     │
+│  ├─ JellyfinAuth     │◀─────────│  POST /api/v1/auth/login     │
+│  └─ (Plex, Seerr…)   │          │  GET  /api/v1/auth/status    │
+│                      │          │  GET  /api/v1/auth/reset     │
+└─────────┬────────────┘          └──────────────────────────────┘
+          │
+          ▼
+src/auth_store.py
+┌──────────────────────┐
+│  SQLite              │
+│  ├─ link_tokens      │  one-time tokens sent via Discord DM
+│  └─ user_auth        │  per-user, per-service credentials
+└──────────────────────┘
+```
+
+---
+
+## Files
+
+| File | Purpose |
+|---|---|
+| `gateway/auth/__init__.py` | Abstract `AuthService` base class + global registry |
+| `gateway/auth/jellyfin.py` | Jellyfin implementation — Quick Connect + username/password |
+| `gateway/v1/auth.py` | REST endpoints for the web-based login flow |
+| `src/auth_store.py` | SQLite persistence for link tokens and stored credentials |
+
+---
+
+## Flow: Discord User Links Jellyfin
+
+```
+Discord DM                        Web Browser                     Jellyfin Server
+    │                                 │                                │
+    │  1. /login jellyfin             │                                │
+    │  ──────────────────────────────▶│                                │
+    │  Bot creates link token in      │                                │
+    │  SQLite, DMs the user a URL     │                                │
+    │                                 │                                │
+    │  2. User clicks link            │                                │
+    │  ◀─────────────────────────────▶│                                │
+    │                                 │  GET /api/v1/auth/login        │
+    │                                 │  ?service=jellyfin             │
+    │                                 │  &token=xxx&discord_id=123     │
+    │                                 │                                │
+    │                                 │  3. Serve Quick Connect form   │
+    │                                 │  ◀──────────────────────────── │
+    │                                 │                                │
+    │                                 │  4. Initiate Quick Connect     │
+    │                                 │  ─────────────────────────────▶│
+    │                                 │  POST /QuickConnect/Initiate   │
+    │                                 │  ◀── { Code: "ABC123" }       │
+    │                                 │                                │
+    │  5. User enters code in         │                                │
+    │     Jellyfin app                │                                │
+    │                                 │                                │
+    │                                 │  6. Poll: is it authorized?    │
+    │                                 │  ─────────────────────────────▶│
+    │                                 │  GET /QuickConnect/Connect     │
+    │                                 │  ◀── Authenticated + Token     │
+    │                                 │                                │
+    │  7. auth_store saves:           │                                │
+    │     (discord_id, jellyfin,      │                                │
+    │      AccessToken, username)     │                                │
+    │                                 │                                │
+    │  8. "✅ Linked to Jellyfin!"    │                                │
+    │  ◀───────────────────────────── │                                │
+```
+
+---
+
+## AuthService Base Class
+
+```python
+class AuthService(ABC):
+    name: str           # "jellyfin"
+    display_name: str   # "Jellyfin"
+
+    def render_login_form(token, discord_id) -> str: ...
+    async def authenticate(form_data) -> AuthResult: ...
+```
+
+Add a new service (e.g. Plex, Seerr) by subclassing `AuthService`, dropping
+the module in `gateway/auth/`, and calling `register_auth_service()` at import
+time. The REST endpoints and auth store work generically — no changes needed.
+
+---
+
+## Current Implementation: Jellyfin
+
+`gateway/auth/jellyfin.py` supports two flows:
+
+| Method | How it works |
+|---|---|
+| **Quick Connect** (primary) | Calls Jellyfin's `/QuickConnect/Initiate` → polls `/QuickConnect/Connect` → stores the `AccessToken` |
+| **Username/Password** (fallback) | Renders an HTML form → user submits credentials → calls `/Users/AuthenticateByName` → stores the `AccessToken` |
+
+The stored credentials include:
+- `external_user_id` — Jellyfin user ID
+- `external_name` — Jellyfin username
+- `credentials` dict — `{"AccessToken": "...", "ServerURL": "..."}`
+
+---
+
+## Auth Store (SQLite)
+
+Two tables in `data/auth.db`:
+
+```sql
+-- One-time tokens for the web login flow (expire after 10 min)
+CREATE TABLE link_tokens (
+    token TEXT PRIMARY KEY,
+    discord_id INTEGER NOT NULL,
+    service TEXT NOT NULL,
+    created_at TEXT NOT NULL,
+    used INTEGER DEFAULT 0
+);
+
+-- Per-user, per-service stored credentials
+CREATE TABLE user_auth (
+    discord_id INTEGER NOT NULL,
+    service TEXT NOT NULL,
+    external_user_id TEXT,
+    external_name TEXT,
+    credentials TEXT,  -- JSON
+    created_at TEXT NOT NULL,
+    PRIMARY KEY (discord_id, service)
+);
+```
+
+---
+
+## Skill-Level Auth Gating
+
+Skills can declare `requires_auth=["jellyfin"]`. When a tool is executed,
+the skill system checks the auth store. If the user isn't linked:
+
+1. The tool returns `ToolResult.fail("Please login first using /login jellyfin")`
+2. The LLM relays this message to the user in Discord
+3. The user types `/login jellyfin` → Quick Connect flow → re-linked → try again

gateway/auth/jellyfin.py

@@ -0,0 +1,401 @@
+"""
+Jellyfin AuthService — validates Jellyfin credentials and stores the session token.
+
+Two authentication flows:
+  1. Quick Connect (primary):   user enters a short code on their Jellyfin app.
+     - initiate_quick_connect()  → {code, secret}
+     - poll_quick_connect(secret) → "Active" | "Authorized" | "Expired"
+     - authenticate_quick_connect(secret) → AuthResult with token
+
+  2. Username/password (legacy): renders an HTML form, called via the REST API.
+     - render_login_form(token, discord_id) → HTML string
+     - authenticate(form_data) → AuthResult
+"""
+
+from __future__ import annotations
+
+import logging
+from dataclasses import dataclass
+from typing import Optional
+
+import httpx
+
+from gateway.auth import AuthService, AuthResult, register_auth_service
+from src.config import get_config
+
+logger = logging.getLogger("auth.jellyfin")
+
+# Emby-style authorization header required by Jellyfin's AuthenticateByName
+_EMBY_HEADER = (
+    'MediaBrowser Client="AgentBot",'
+    'Device="DiscordBot",'
+    'DeviceId="agent-bot",'
+    'Version="1.0"'
+)
+
+
+@dataclass
+class QuickConnectResult:
+    """Result of a Quick Connect initiation."""
+    secret: str
+    code: str
+    device_id: str
+    device_name: str
+
+
+class JellyfinAuth(AuthService):
+    name = "jellyfin"
+    display_name = "Jellyfin"
+
+    # ------------------------------------------------------------------
+    # Quick Connect helpers
+    # ------------------------------------------------------------------
+
+    def _qc_headers(self) -> dict[str, str]:
+        """Return headers used by all Quick Connect API calls."""
+        return {
+            "X-Emby-Authorization": (
+                'MediaBrowser Client="AgentBot",'
+                'Device="DiscordBot",'
+                'DeviceId="agent-bot-qc",'
+                'Version="1.0"'
+            )
+        }
+
+    async def _resolve_url(self) -> str | None:
+        """
+        Resolve the Jellyfin server URL.
+        1. Check JELLYFIN_URL env var (used in deployment).
+        2. Check if user already has a stored auth with a URL (from legacy login).
+        Returns None if no URL is configured.
+        """
+        # First: explicit env var
+        env_url = get_config("JELLYFIN_URL")
+        if env_url:
+            return env_url.strip().rstrip("/")
+        return None
+
+    # ------------------------------------------------------------------
+    # Phase 1a: initiate Quick Connect
+    # ------------------------------------------------------------------
+
+    async def initiate_quick_connect(self, url: str | None = None) -> QuickConnectResult | None:
+        """
+        Call Jellyfin's POST /QuickConnect/Initiate.
+        Returns a QuickConnectResult with {secret, code} or None on failure.
+
+        The *code* is what the user enters on their Jellyfin page.
+        The *secret* is used internally to poll/authenticate.
+        """
+        base_url = url or await self._resolve_url()
+        if not base_url:
+            logger.error("QuickConnect failed — no JELLYFIN_URL configured.")
+            return None
+
+        logger.info("Initiating Quick Connect on %s", base_url)
+
+        async with httpx.AsyncClient(timeout=10) as client:
+            try:
+                resp = await client.post(
+                    f"{base_url}/QuickConnect/Initiate",
+                    headers=self._qc_headers(),
+                    json={},
+                )
+                if resp.status_code != 200:
+                    logger.warning(
+                        "QuickConnect init failed: HTTP %s — %s",
+                        resp.status_code, resp.text[:200],
+                    )
+                    return None
+
+                data = resp.json()
+                secret = data.get("Secret", "")
+                code = data.get("Code", "")
+                device_id = data.get("DeviceId", "")
+                device_name = data.get("DeviceName", "")
+
+                if not secret or not code:
+                    logger.warning("QuickConnect init returned unexpected payload: %s", data)
+                    return None
+
+                logger.info(
+                    "Quick Connect initiated: code=%s device=%s",
+                    code, device_name,
+                )
+                return QuickConnectResult(
+                    secret=secret,
+                    code=code,
+                    device_id=device_id,
+                    device_name=device_name,
+                )
+
+            except httpx.TimeoutException:
+                logger.error("QuickConnect init timed out reaching %s", base_url)
+                return None
+            except httpx.ConnectError:
+                logger.error("QuickConnect init — cannot connect to %s", base_url)
+                return None
+            except Exception:
+                logger.exception("Unexpected error during QuickConnect init")
+                return None
+
+    # ------------------------------------------------------------------
+    # Phase 1b: poll Quick Connect status
+    # ------------------------------------------------------------------
+
+    async def poll_quick_connect(self, secret: str, url: str | None = None) -> str:
+        """
+        Call Jellyfin's GET /QuickConnect/Connect?secret=<secret>.
+        Returns one of:
+          - "Active"     → user hasn't entered the code yet
+          - "Authorized" → user entered code AND approved
+          - "Expired"    → code expired / unknown secret
+          - "Error"      → network or unexpected failure
+        """
+        base_url = url or await self._resolve_url()
+        if not base_url:
+            logger.error("QuickConnect poll failed — no JELLYFIN_URL configured.")
+            return "Error"
+
+        async with httpx.AsyncClient(timeout=10) as client:
+            try:
+                resp = await client.get(
+                    f"{base_url}/QuickConnect/Connect",
+                    params={"secret": secret},
+                    headers=self._qc_headers(),
+                )
+                if resp.status_code == 404:
+                    return "Expired"
+
+                if resp.status_code == 200:
+                    data = resp.json()
+                    # Jellyfin returns "Authenticated" (not "Authorized")
+                    if data.get("Authenticated") is True:
+                        return "Authorized"
+                    # "Authenticated" is false, missing, or null → still active
+                    return "Active"
+
+                logger.warning(
+                    "QuickConnect poll unexpected: HTTP %s — %s",
+                    resp.status_code, resp.text[:200],
+                )
+                return "Error"
+
+            except (httpx.TimeoutException, httpx.ConnectError):
+                logger.warning("QuickConnect poll network error")
+                return "Error"
+            except Exception:
+                logger.exception("Unexpected error during QuickConnect poll")
+                return "Error"
+
+    # ------------------------------------------------------------------
+    # Phase 1c: exchange secret for token
+    # ------------------------------------------------------------------
+
+    async def authenticate_quick_connect(
+        self, secret: str, url: str | None = None
+    ) -> AuthResult:
+        """
+        After poll_quick_connect returns "Authorized", call
+        POST /Users/AuthenticateWithQuickConnect to exchange the secret
+        for a real access token.
+
+        Returns AuthResult with token, user_id, username on success.
+        """
+        base_url = url or await self._resolve_url()
+        if not base_url:
+            return AuthResult(
+                success=False,
+                error_message="No Jellyfin server URL configured.",
+            )
+
+        logger.info("Exchanging QuickConnect secret for token on %s", base_url)
+
+        async with httpx.AsyncClient(timeout=10) as client:
+            try:
+                resp = await client.post(
+                    f"{base_url}/Users/AuthenticateWithQuickConnect",
+                    json={"Secret": secret},
+                    headers=self._qc_headers(),
+                )
+                if resp.status_code != 200:
+                    logger.warning(
+                        "QuickConnect auth exchange failed: HTTP %s",
+                        resp.status_code,
+                    )
+                    return AuthResult(
+                        success=False,
+                        error_message="Quick Connect authentication failed. The code may have expired.",
+                    )
+
+                data = resp.json()
+                user = data.get("User", {})
+                token = data.get("AccessToken", "")
+
+                if not token:
+                    return AuthResult(
+                        success=False,
+                        error_message="Jellyfin returned an unexpected response.",
+                    )
+
+                logger.info(
+                    "QuickConnect linked: user=%s (%s)",
+                    user.get("Name", "?"),
+                    user.get("Id", "?"),
+                )
+
+                return AuthResult(
+                    success=True,
+                    external_user_id=user.get("Id", ""),
+                    external_name=user.get("Name", "?"),
+                    credentials={
+                        "token": token,
+                        "url": base_url,
+                        "user_id": user.get("Id", ""),
+                    },
+                )
+
+            except httpx.TimeoutException:
+                return AuthResult(
+                    success=False,
+                    error_message=f"Could not reach {base_url} — connection timed out.",
+                )
+            except httpx.ConnectError:
+                return AuthResult(
+                    success=False,
+                    error_message=f"Could not connect to {base_url}. Is the server running?",
+                )
+            except Exception:
+                logger.exception("Unexpected error during QuickConnect auth exchange")
+                return AuthResult(
+                    success=False,
+                    error_message="An unexpected error occurred during authentication.",
+                )
+
+    # ------------------------------------------------------------------
+    # Login form (legacy — used by the REST API)
+    # ------------------------------------------------------------------
+
+    def render_login_form(self, token: str, discord_id: int) -> str:
+        return f"""<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Link Jellyfin</title>
+<style>
+  body {{ font-family: system-ui, sans-serif; max-width: 420px; margin: 60px auto; padding: 0 20px; }}
+  h2 {{ margin-bottom: 4px; }}
+  .sub  {{ color: #666; margin-bottom: 24px; }}
+  label {{ display: block; margin-top: 16px; font-weight: 600; }}
+  input {{ width: 100%; padding: 10px; margin-top: 4px; border: 1px solid #ccc; border-radius: 6px; box-sizing: border-box; }}
+  button {{ margin-top: 24px; width: 100%; padding: 12px; background: #aa5cc3; color: #fff; border: none; border-radius: 6px; font-size: 16px; cursor: pointer; }}
+  button:hover {{ background: #9448b0; }}
+</style>
+</head>
+<body>
+<h2>🔗 Link Jellyfin to Discord</h2>
+<p class="sub">Enter your Jellyfin server URL and credentials to link your account.</p>
+
+<form method="POST" action="/api/v1/auth/login">
+  <input type="hidden" name="token" value="{token}">
+  <input type="hidden" name="discord_id" value="{discord_id}">
+  <input type="hidden" name="service" value="jellyfin">
+
+  <label for="jellyfin_url">Jellyfin Server URL</label>
+  <input id="jellyfin_url" name="jellyfin_url" type="url"
+         placeholder="https://jellyfin.example.com" required>
+
+  <label for="username">Username</label>
+  <input id="username" name="username" type="text"
+         placeholder="Your Jellyfin username" required autofocus>
+
+  <label for="password">Password</label>
+  <input id="password" name="password" type="password"
+         placeholder="Your Jellyfin password" required>
+
+  <button type="submit">Link Account</button>
+</form>
+</body>
+</html>"""
+
+    # ------------------------------------------------------------------
+    # Authentication
+    # ------------------------------------------------------------------
+
+    async def authenticate(self, form_data: dict) -> AuthResult:
+        url = form_data.get("jellyfin_url", "").strip().rstrip("/")
+        username = form_data.get("username", "").strip()
+        password = form_data.get("password", "").strip()
+
+        if not url or not username or not password:
+            return AuthResult(
+                success=False,
+                error_message="All fields are required (URL, username, password).",
+            )
+
+        logger.info("Attempting Jellyfin login for '%s' on %s", username, url)
+
+        async with httpx.AsyncClient(timeout=10) as client:
+            try:
+                resp = await client.post(
+                    f"{url}/Users/AuthenticateByName",
+                    json={"Username": username, "Pw": password},
+                    headers={"X-Emby-Authorization": _EMBY_HEADER},
+                )
+                if resp.status_code != 200:
+                    logger.warning(
+                        "Jellyfin login failed for '%s': HTTP %s", username, resp.status_code
+                    )
+                    return AuthResult(
+                        success=False,
+                        error_message=f"Login failed — check your server URL and credentials.",
+                    )
+
+                data = resp.json()
+                user = data.get("User", {})
+                token = data.get("AccessToken", "")
+
+                if not token:
+                    return AuthResult(
+                        success=False,
+                        error_message="Jellyfin returned an unexpected response.",
+                    )
+
+                logger.info(
+                    "Jellyfin login OK: user=%s (%s)",
+                    user.get("Name", "?"),
+                    user.get("Id", "?"),
+                )
+
+                return AuthResult(
+                    success=True,
+                    external_user_id=user.get("Id", ""),
+                    external_name=user.get("Name", username),
+                    credentials={
+                        "token": token,
+                        "url": url,
+                        "user_id": user.get("Id", ""),
+                    },
+                )
+
+            except httpx.TimeoutException:
+                return AuthResult(
+                    success=False,
+                    error_message=f"Could not reach {url} — connection timed out. Check the URL.",
+                )
+            except httpx.ConnectError:
+                return AuthResult(
+                    success=False,
+                    error_message=f"Could not connect to {url}. Is the server running?",
+                )
+            except Exception as exc:
+                logger.exception("Unexpected error during Jellyfin login")
+                return AuthResult(
+                    success=False,
+                    error_message=f"An unexpected error occurred. Please try again.",
+                )
+
+
+# Self-register at import time
+register_auth_service(JellyfinAuth())

gateway/dependencies.py

@@ -1,7 +1,7 @@
 from fastapi import Request
 from openai import OpenAI
 
-from core.graph import create_agent_graph
+from src.graph import create_agent_graph
 
 
 def get_llm_client(request: Request) -> OpenAI:

gateway/discord/bot.py

@@ -23,10 +23,12 @@ import os
 import discord
 
 from agents import list_all as list_all_agents
-from bot.conversation import ConversationStore
+from gateway.discord.conversation import ConversationStore
-from core.config import DEEPSEEK_API_KEY, get_config
+from src.config import DEEPSEEK_API_KEY, get_config
-from core.graph import create_agent_graph
+from src.graph import create_agent_graph
-from core.llm import create_client
+from src.llm import create_client
+from src import auth_store
+from gateway.auth import list_auth_services, get_auth_service
 
 logger = logging.getLogger("bot.discord")
 
@@ -36,6 +38,7 @@ logger = logging.getLogger("bot.discord")
 DISCORD_BOT_TOKEN = get_config("DISCORD_BOT_TOKEN") or ""
 DISCORD_MAX_HISTORY = int(get_config("DISCORD_MAX_HISTORY", "7"))
 DISCORD_DEFAULT_AGENT = get_config("DISCORD_DEFAULT_AGENT", "media-agent")
+BASE_URL = get_config("BASE_URL", "http://localhost:8000").rstrip("/")
 
 # ---------------------------------------------------------------------------
 # LLM client shared by all agents (same as the REST API uses)
@@ -138,6 +141,12 @@ class AgentBot(discord.Client):
         # |--------------------------------------------------------------|
 
         user_id = message.author.id
+        content = message.content.strip()
+
+        # |-- Bot commands — handled directly, never sent to the LLM    --|
+        if await self._handle_command(message, user_id, content):
+            return
+        # |--------------------------------------------------------------|
 
         # Show typing indicator while the graph runs
         async with message.channel.typing():
@@ -154,6 +163,140 @@ class AgentBot(discord.Client):
                     "Please try again in a moment."
                 )
 
+    # ------------------------------------------------------------------
+    # Bot commands
+    # ------------------------------------------------------------------
+
+    async def _handle_command(
+        self, message: discord.Message, user_id: int, content: str
+    ) -> bool:
+        """Handle bot commands (/login, /logout). Returns True if handled."""
+        lower = content.lower()
+
+        # --- /login [service] ---
+        if lower.startswith("/login"):
+            parts = content.split()
+            service = parts[1].lower() if len(parts) > 1 else None
+
+            available = list_auth_services()
+            if not available:
+                await message.channel.send("No auth services are configured yet.")
+                return True
+
+            if service is None:
+                svc_list = ", ".join(available)
+                await message.channel.send(
+                    f"Available services to link: **{svc_list}**\n"
+                    f"Use `/login <service>` — e.g. `/login jellyfin`"
+                )
+                return True
+
+            if service not in available:
+                await message.channel.send(
+                    f"Unknown service '{service}'. Available: {', '.join(available)}"
+                )
+                return True
+
+            if auth_store.is_authenticated(user_id, service):
+                svc_display = (get_auth_service(service) and get_auth_service(service).display_name) or service
+                await message.channel.send(
+                    f"You're already linked to **{svc_display}**! "
+                    f"Use `/logout {service}` to unlink."
+                )
+                return True
+
+            # --- Quick Connect flow ---
+            svc = get_auth_service(service)
+            if svc is None:
+                await message.channel.send(f"Unknown service: {service}")
+                return True
+
+            await message.channel.send(f"🔑 Starting **{svc.display_name}** Quick Connect…")
+
+            qc_result = await svc.initiate_quick_connect()
+            if qc_result is None:
+                await message.channel.send(
+                    f"❌ Could not start Quick Connect for **{svc.display_name}**.\n"
+                    "Check that `JELLYFIN_URL` is configured and the server is reachable."
+                )
+                return True
+
+            await message.channel.send(
+                f"Open **{svc.display_name}** → **Quick Connect** and enter this code:\n\n"
+                f"**`{qc_result.code}`**\n\n"
+                f"⏳ Waiting for you to approve…"
+            )
+
+            # Poll for authorization
+            async with message.channel.typing():
+                for attempt in range(24):  # 24 × 5s = 2 minutes
+                    await asyncio.sleep(5)
+                    status = await svc.poll_quick_connect(qc_result.secret)
+
+                    if status == "Authorized":
+                        auth_result = await svc.authenticate_quick_connect(qc_result.secret)
+                        if auth_result.success:
+                            auth_store.store_auth(
+                                discord_user_id=user_id,
+                                service=service,
+                                external_user_id=auth_result.external_user_id or "",
+                                external_name=auth_result.external_name or "",
+                                credentials=auth_result.credentials,
+                            )
+                            await message.channel.send(
+                                f"✅ Linked to **{svc.display_name}** as "
+                                f"**{auth_result.external_name}**!"
+                            )
+                        else:
+                            await message.channel.send(
+                                f"❌ Authentication failed: "
+                                f"{auth_result.error_message or 'Unknown error'}"
+                            )
+                        return True
+
+                    elif status == "Expired":
+                        await message.channel.send(
+                            "⌛ The Quick Connect code expired. "
+                            f"Use `/login {service}` to try again."
+                        )
+                        return True
+
+                    # else: still "Active" — keep polling
+
+            await message.channel.send(
+                "⌛ Timed out waiting for Quick Connect approval. "
+                f"Use `/login {service}` to try again."
+            )
+            return True
+
+        # --- /logout [service] ---
+        if lower.startswith("/logout"):
+            parts = content.split()
+            service = parts[1].lower() if len(parts) > 1 else None
+
+            if service is None:
+                linked = auth_store.list_services(user_id)
+                if not linked:
+                    await message.channel.send("You don't have any linked services.")
+                else:
+                    svc_list = ", ".join(linked)
+                    await message.channel.send(
+                        f"Linked services: **{svc_list}**\n"
+                        f"Use `/logout <service>` to unlink."
+                    )
+                return True
+
+            if not auth_store.is_authenticated(user_id, service):
+                await message.channel.send(f"You're not linked to **{service}**.")
+                return True
+
+            auth_store.revoke(user_id, service)
+            svc_display = (get_auth_service(service) and get_auth_service(service).display_name) or service
+            await message.channel.send(f"Unlinked from **{svc_display}**. Use `/login {service}` to re-link.")
+            return True
+
+        return False
+
     # ------------------------------------------------------------------
     # Agent invocation
     # ------------------------------------------------------------------
@@ -163,7 +306,6 @@ class AgentBot(discord.Client):
         reply, and return the assistant's final text."""
 
         # 1. Pick agent — defaults to DISCORD_DEFAULT_AGENT env var.
-        #    Change DISCORD_DEFAULT_AGENT in .env to switch agents.
         agent_id = DISCORD_DEFAULT_AGENT
 
         # 2. Build message list from stored history + new user message
@@ -172,7 +314,7 @@ class AgentBot(discord.Client):
 
         # 3. Run the LangGraph (tools execute inline if needed)
         graph = _get_graph(agent_id)
-        state = {"messages": messages}
+        state = {"messages": messages, "discord_user_id": user_id}
         result = await graph.ainvoke(state)
 
         last_msg = result["messages"][-1]

gateway/discord/discord.md

@@ -0,0 +1,73 @@
+# Discord — Connector
+
+The Discord module embeds a Discord bot **in-process** alongside FastAPI.
+It uses the same LangGraph graphs and LLM client as the REST API — there is
+no HTTP loopback, no separate process, and no code duplication.
+
+---
+
+## Files
+
+| File | Purpose |
+|---|---|
+| `bot.py` | Discord `Client` subclass (`AgentBot`) — DM handler, command parser, graph invoker, Quick Connect orchestrator |
+| `conversation.py` | In-memory conversation history store, keyed by Discord user ID |
+
+---
+
+## Architecture
+
+```
+Discord Gateway (websocket)
+  │  DM: "What's trending?"
+  ▼
+discord.Client.on_message()
+  │  1. Check: is this a DM? shares a guild? not a command?
+  │  2. Build message history from ConversationStore
+  │  3. Append user message
+  ▼
+_create_agent_graph(agent_id="media-agent")
+  │  Uses the exact same create_agent_graph() from src/graph.py
+  │  as the REST API — same LLM client, same tools, same cache.
+  ▼
+graph.ainvoke({"messages": [...]})
+  │  LangGraph runs agent_node → tool_node → agent_node → END
+  ▼
+Response text → split into ≤2000-char Discord messages → sent to user
+```
+
+---
+
+## Commands
+
+Commands are DMs that start with `/`. The bot parses them before hitting the
+LLM:
+
+| Command | Action |
+|---|---|
+| `/login <service>` | Generate a one-time auth link, DM it to the user |
+| `/jellyfin login` | Alias for `/login jellyfin` |
+| `/help` | Show available agents and commands |
+| `/<agent_id>` | Switch to a different agent for future messages |
+
+---
+
+## Auth Flow (Quick Connect)
+
+When a user types `/login jellyfin`:
+
+1. Bot generates a one-time token via `auth_store`
+2. Bot calls `auth_store.create_link_token(discord_id, "jellyfin")`
+3. Bot DMs the user: `https://<BASE_URL>/api/v1/auth/login?service=jellyfin&token=...&discord_id=...`
+4. User clicks the link → FastAPI serves the Jellyfin login form (or Quick Connect prompt)
+5. User authenticates → credentials stored in `auth_store`
+6. Future tool calls (e.g. `watch_history`) automatically use the stored Jellyfin session
+
+---
+
+## Conversation Persistence
+
+- Per-user history stored in `ConversationStore` (in-memory dict)
+- Max history length configurable via `DISCORD_MAX_HISTORY` env var (default: 7)
+- Oldest messages are silently dropped when the limit is exceeded
+- History is NOT persisted across restarts (future: could use SQLite)

gateway/jellystat/api.py

@@ -0,0 +1,106 @@
+"""JellyStat REST API — watch history, genre summary, and user summary."""
+
+from __future__ import annotations
+
+import asyncpg
+from fastapi import APIRouter, Depends, Query
+
+from gateway.jellystat.db import get_pool
+from gateway.jellystat.models import (
+    GenreSummaryResponse,
+    UserSummaryResponse,
+    WatchHistoryResponse,
+)
+
+router = APIRouter(prefix="/jellystat", tags=["jellystat"])
+
+DEFAULT_WINDOW_MINUTES = 10080  # 7 days
+
+
+# ---------------------------------------------------------------------------
+# GET /jellystat/history/{user_id}
+# ---------------------------------------------------------------------------
+
+
+@router.get("/history/{user_id}", response_model=WatchHistoryResponse)
+async def get_watch_history(
+    user_id: str,
+    minutes: int = Query(
+        default=DEFAULT_WINDOW_MINUTES, ge=1, description="Time window in minutes"
+    ),
+    pool: asyncpg.Pool = Depends(get_pool),
+):
+    """Return watch history grouped by title, ordered by most-watched first."""
+    rows = await pool.fetch(
+        "SELECT * FROM fn_user_watch_history($1, $2)", user_id, minutes
+    )
+    return WatchHistoryResponse(
+        user_id=user_id,
+        window_minutes=minutes,
+        items=[
+            {
+                "title": r["title"],
+                "watch_time_sec": float(r["watch_time_sec"]),
+                "media_type": r["media_type"],
+            }
+            for r in rows
+        ],
+    )
+
+
+# ---------------------------------------------------------------------------
+# GET /jellystat/genres/{user_id}
+# ---------------------------------------------------------------------------
+
+
+@router.get("/genres/{user_id}", response_model=GenreSummaryResponse)
+async def get_genre_summary(
+    user_id: str,
+    minutes: int = Query(
+        default=DEFAULT_WINDOW_MINUTES, ge=1, description="Time window in minutes"
+    ),
+    pool: asyncpg.Pool = Depends(get_pool),
+):
+    """Return total watch time per genre, ordered by most-watched first."""
+    rows = await pool.fetch(
+        "SELECT * FROM fn_user_genre_summary($1, $2)", user_id, minutes
+    )
+    return GenreSummaryResponse(
+        user_id=user_id,
+        window_minutes=minutes,
+        genres=[
+            {"genre": r["genre"], "watch_time_sec": float(r["watch_time_sec"])}
+            for r in rows
+        ],
+    )
+
+
+# ---------------------------------------------------------------------------
+# GET /jellystat/summary/{user_id}
+# ---------------------------------------------------------------------------
+
+
+@router.get("/summary/{user_id}", response_model=UserSummaryResponse)
+async def get_user_summary(
+    user_id: str,
+    pool: asyncpg.Pool = Depends(get_pool),
+):
+    """Return all-time summary: total watch time, most-watched titles, top genres."""
+    rows = await pool.fetch("SELECT * FROM fn_user_summary($1)", user_id)
+
+    # fn_user_summary returns key-value rows — build a dict
+    # asyncpg already deserialises JSONB → Python objects
+    metrics: dict[str, object] = {r["metric"]: r["value"] for r in rows}
+
+    top_genres_raw = metrics.get("top_genres", [])
+    top_genres: list[str] = top_genres_raw if isinstance(top_genres_raw, list) else []
+
+    return UserSummaryResponse(
+        user_id=user_id,
+        total_watch_time_sec=float(metrics.get("total_watch_time", 0)),
+        most_watched_series=metrics.get("most_watched_series"),
+        most_watched_movie=metrics.get("most_watched_movie"),
+        total_last_30d_sec=float(metrics.get("total_last_30d", 0)),
+        total_last_7d_sec=float(metrics.get("total_last_7d", 0)),
+        top_genres=top_genres,
+    )

gateway/jellystat/db.py

@@ -0,0 +1,130 @@
+"""PostgreSQL connection pool for the JellyStat database."""
+
+from __future__ import annotations
+
+import logging
+from pathlib import Path
+
+import asyncpg
+from fastapi import FastAPI, Request
+
+from src.config import get_config
+
+logger = logging.getLogger("gateway.jellystat")
+
+# ---------------------------------------------------------------------------
+# DSN builder
+# ---------------------------------------------------------------------------
+
+
+def _build_dsn() -> str:
+    """Build a PostgreSQL DSN from individual environment variables."""
+    host = get_config("JELLYSTAT_DB_HOST", "localhost")
+    port = get_config("JELLYSTAT_DB_PORT", "5432")
+    user = get_config("JELLYSTAT_DB_USER", "postgres")
+    password = get_config("JELLYSTAT_DB_PASSWORD", "")
+    dbname = get_config("JELLYSTAT_DB_NAME", "jfstat")
+    return f"postgresql://{user}:{password}@{host}:{port}/{dbname}"
+
+
+# ---------------------------------------------------------------------------
+# Pool lifecycle (called from main.py lifespan)
+# ---------------------------------------------------------------------------
+
+
+async def init_pool(app: FastAPI) -> None:
+    """Create the connection pool and store it on app.state."""
+    dsn = _build_dsn()
+    safe = dsn.split("@")[1] if "@" in dsn else dsn
+    logger.info("Connecting to JellyStat database at %s", safe)
+
+    pool = await asyncpg.create_pool(dsn, min_size=1, max_size=5)
+    app.state.jellystat_pool = pool
+
+    # Deploy functions on every startup (CREATE OR REPLACE is idempotent)
+    await _ensure_functions(pool)
+
+
+async def close_pool(app: FastAPI) -> None:
+    """Close the pool on shutdown."""
+    pool: asyncpg.Pool | None = getattr(app.state, "jellystat_pool", None)
+    if pool:
+        await pool.close()
+        logger.info("JellyStat pool closed")
+
+
+# ---------------------------------------------------------------------------
+# FastAPI dependency
+# ---------------------------------------------------------------------------
+
+
+async def get_pool(request: Request) -> asyncpg.Pool:
+    """Return the JellyStat connection pool from app state."""
+    return request.app.state.jellystat_pool
+
+
+# ---------------------------------------------------------------------------
+# Function deployment
+# ---------------------------------------------------------------------------
+
+
+async def _ensure_functions(pool: asyncpg.Pool) -> None:
+    """Run startup-functions.sql to create or replace all JellyStat functions."""
+    sql_path = Path(__file__).parent / "startup-functions.sql"
+    if not sql_path.exists():
+        logger.warning("startup-functions.sql not found — skipping function deployment")
+        return
+
+    sql = sql_path.read_text()
+    statements = _split_sql(sql)
+
+    async with pool.acquire() as conn:
+        for stmt in statements:
+            try:
+                await conn.execute(stmt)
+            except Exception:
+                # Log but don't crash — functions might already exist
+                logger.exception("Failed to deploy SQL statement — continuing")
+
+    logger.info("JellyStat functions deployed (%d statements)", len(statements))
+
+
+def _split_sql(sql: str) -> list[str]:
+    """
+    Split a multi-statement SQL string into individual statements.
+
+    Respects $$ dollar-quoting so that semicolons inside function bodies
+    don't cause premature splits.  Pure comment lines (starting with ``--``)
+    outside dollar-quoted blocks are stripped.
+    """
+    statements: list[str] = []
+    current: list[str] = []
+    in_dollar_quote = False
+
+    for line in sql.split("\n"):
+        stripped = line.strip()
+
+        # Skip pure comment lines outside of dollar-quoted blocks
+        if not in_dollar_quote and stripped.startswith("--"):
+            continue
+
+        # Toggle dollar-quote state whenever we see $$
+        if "$$" in line:
+            in_dollar_quote = not in_dollar_quote
+
+        current.append(line)
+
+        # Statement terminator: semicolon at end of line, outside $$ block
+        if not in_dollar_quote and line.rstrip().endswith(";"):
+            stmt = "\n".join(current).strip()
+            if stmt:
+                statements.append(stmt)
+            current = []
+
+    # Catch any trailing statement that wasn't terminated by a semicolon
+    if current:
+        stmt = "\n".join(current).strip()
+        if stmt:
+            statements.append(stmt)
+
+    return statements

gateway/jellystat/models.py

@@ -0,0 +1,36 @@
+"""Pydantic response models for the JellyStat API."""
+
+from pydantic import BaseModel
+
+
+class WatchHistoryItem(BaseModel):
+    title: str
+    watch_time_sec: float
+    media_type: str
+
+
+class WatchHistoryResponse(BaseModel):
+    user_id: str
+    window_minutes: int
+    items: list[WatchHistoryItem]
+
+
+class GenreSummaryItem(BaseModel):
+    genre: str
+    watch_time_sec: float
+
+
+class GenreSummaryResponse(BaseModel):
+    user_id: str
+    window_minutes: int
+    genres: list[GenreSummaryItem]
+
+
+class UserSummaryResponse(BaseModel):
+    user_id: str
+    total_watch_time_sec: float
+    most_watched_series: str | None
+    most_watched_movie: str | None
+    total_last_30d_sec: float
+    total_last_7d_sec: float
+    top_genres: list[str]

gateway/jellystat/startup-functions.sql

@@ -0,0 +1,224 @@
+-- ============================================================================
+-- JellyStat API Functions
+-- Parameterized database functions callable by the API layer as:
+--   SELECT * FROM fn_user_watch_history('user_id_here', 10080);
+--   SELECT * FROM fn_user_genre_summary('user_id_here', 10080);
+--   SELECT * FROM fn_user_summary('user_id_here');
+-- ============================================================================
+
+-- ----------------------------------------------------------------------------
+-- 1. User Watch History
+--    Returns every distinct title watched in the last N minutes,
+--    grouped and summed by title, ordered by most-watched first.
+-- ----------------------------------------------------------------------------
+CREATE OR REPLACE FUNCTION public.fn_user_watch_history(
+    p_user_id  TEXT,
+    p_minutes  INTEGER DEFAULT 10080   -- 7 days in minutes
+)
+RETURNS TABLE(
+    title           TEXT,
+    watch_time_sec  NUMERIC,
+    media_type      TEXT
+)
+LANGUAGE sql
+STABLE
+AS $$
+    SELECT
+        COALESCE(a."SeriesName", a."NowPlayingItemName") AS title,
+        SUM(a."PlaybackDuration")::NUMERIC                 AS watch_time_sec,
+        CASE
+            WHEN a."SeriesName" IS NOT NULL THEN 'series'
+            ELSE 'movie'
+        END                                                AS media_type
+    FROM jf_playback_activity a
+    WHERE a."UserId" = p_user_id
+      AND a."ActivityDateInserted"
+          >= NOW() - (p_minutes * INTERVAL '1 minute')
+    GROUP BY
+        COALESCE(a."SeriesName", a."NowPlayingItemName"),
+        CASE WHEN a."SeriesName" IS NOT NULL THEN 'series' ELSE 'movie' END
+    ORDER BY watch_time_sec DESC;
+$$;
+
+-- ----------------------------------------------------------------------------
+-- 2. Genre Summary
+--    Returns total watch time per genre for a user over the last N minutes.
+--    Resolves genres for both movies (directly on the item) and series
+--    episodes (via jf_library_episodes → jf_library_items chain).
+-- ----------------------------------------------------------------------------
+CREATE OR REPLACE FUNCTION public.fn_user_genre_summary(
+    p_user_id  TEXT,
+    p_minutes  INTEGER DEFAULT 10080
+)
+RETURNS TABLE(
+    genre           TEXT,
+    watch_time_sec  NUMERIC
+)
+LANGUAGE sql
+STABLE
+AS $$
+    WITH movie_genres AS (
+        -- Movies: join playback directly to library_items on NowPlayingItemId
+        SELECT
+            genre_item.value     AS genre,
+            SUM(a."PlaybackDuration") AS watch_time_sec
+        FROM jf_playback_activity a
+        JOIN jf_library_items i
+            ON i."Id" = a."NowPlayingItemId"
+        CROSS JOIN LATERAL jsonb_array_elements_text(i."Genres") AS genre_item(value)
+        WHERE a."UserId" = p_user_id
+          AND a."SeriesName" IS NULL          -- movies only
+          AND a."ActivityDateInserted"
+              >= NOW() - (p_minutes * INTERVAL '1 minute')
+          AND i."Genres" IS NOT NULL
+          AND jsonb_array_length(i."Genres") > 0
+        GROUP BY genre_item.value
+    ),
+    series_genres AS (
+        -- Series: playback → episodes → series item → genres
+        SELECT
+            genre_item.value     AS genre,
+            SUM(a."PlaybackDuration") AS watch_time_sec
+        FROM jf_playback_activity a
+        JOIN jf_library_episodes e
+            ON e."EpisodeId" = a."EpisodeId"
+        JOIN jf_library_items i
+            ON i."Id" = e."SeriesId"
+        CROSS JOIN LATERAL jsonb_array_elements_text(i."Genres") AS genre_item(value)
+        WHERE a."UserId" = p_user_id
+          AND a."SeriesName" IS NOT NULL      -- TV episodes only
+          AND a."ActivityDateInserted"
+              >= NOW() - (p_minutes * INTERVAL '1 minute')
+          AND i."Genres" IS NOT NULL
+          AND jsonb_array_length(i."Genres") > 0
+        GROUP BY genre_item.value
+    ),
+    combined AS (
+        SELECT genre, watch_time_sec FROM movie_genres
+        UNION ALL
+        SELECT genre, watch_time_sec FROM series_genres
+    )
+    SELECT
+        genre,
+        SUM(watch_time_sec)::NUMERIC AS watch_time_sec
+    FROM combined
+    GROUP BY genre
+    ORDER BY watch_time_sec DESC;
+$$;
+
+-- ----------------------------------------------------------------------------
+-- 3. User Summary
+--    One-shot dashboard: all-time stats + recent windows + top genres.
+--    Returns key-value rows that the API trivially converts to a JSON object
+--    with Object.fromEntries() or similar.
+-- ----------------------------------------------------------------------------
+CREATE OR REPLACE FUNCTION public.fn_user_summary(
+    p_user_id  TEXT
+)
+RETURNS TABLE(
+    metric  TEXT,
+    value   JSONB
+)
+LANGUAGE sql
+STABLE
+AS $$
+    -- total_watch_time (all time)
+    SELECT 'total_watch_time'::TEXT AS metric,
+           to_jsonb(COALESCE(SUM("PlaybackDuration"), 0)::NUMERIC) AS value
+    FROM jf_playback_activity
+    WHERE "UserId" = p_user_id
+
+    UNION ALL
+
+    -- most_watched_series (by total watch time)
+    SELECT 'most_watched_series'::TEXT AS metric,
+           COALESCE(
+               (SELECT to_jsonb("SeriesName")
+                FROM jf_playback_activity
+                WHERE "UserId" = p_user_id
+                  AND "SeriesName" IS NOT NULL
+                GROUP BY "SeriesName"
+                ORDER BY SUM("PlaybackDuration") DESC
+                LIMIT 1),
+               'null'::JSONB
+           ) AS value
+
+    UNION ALL
+
+    -- most_watched_movie (by total watch time)
+    SELECT 'most_watched_movie'::TEXT AS metric,
+           COALESCE(
+               (SELECT to_jsonb("NowPlayingItemName")
+                FROM jf_playback_activity
+                WHERE "UserId" = p_user_id
+                  AND "SeriesName" IS NULL
+                GROUP BY "NowPlayingItemName"
+                ORDER BY SUM("PlaybackDuration") DESC
+                LIMIT 1),
+               'null'::JSONB
+           ) AS value
+
+    UNION ALL
+
+    -- total_watch_time_last_month (last 30 days)
+    SELECT 'total_last_30d'::TEXT AS metric,
+           to_jsonb(COALESCE(SUM("PlaybackDuration"), 0)::NUMERIC) AS value
+    FROM jf_playback_activity
+    WHERE "UserId" = p_user_id
+      AND "ActivityDateInserted" >= NOW() - INTERVAL '30 days'
+
+    UNION ALL
+
+    -- total_watch_time_last_week (last 7 days)
+    SELECT 'total_last_7d'::TEXT AS metric,
+           to_jsonb(COALESCE(SUM("PlaybackDuration"), 0)::NUMERIC) AS value
+    FROM jf_playback_activity
+    WHERE "UserId" = p_user_id
+      AND "ActivityDateInserted" >= NOW() - INTERVAL '7 days'
+
+    UNION ALL
+
+    -- top_genres (top 3 all-time, as a JSON array)
+    SELECT 'top_genres'::TEXT AS metric,
+           COALESCE(
+               (SELECT jsonb_agg(genre ORDER BY watch_time_sec DESC)
+                FROM (
+                    SELECT genre, SUM(watch_time_sec) AS watch_time_sec
+                    FROM (
+                        -- movies
+                        SELECT
+                            genre_item.value     AS genre,
+                            SUM(a."PlaybackDuration") AS watch_time_sec
+                        FROM jf_playback_activity a
+                        JOIN jf_library_items i ON i."Id" = a."NowPlayingItemId"
+                        CROSS JOIN LATERAL jsonb_array_elements_text(i."Genres") AS genre_item(value)
+                        WHERE a."UserId" = p_user_id
+                          AND a."SeriesName" IS NULL
+                          AND i."Genres" IS NOT NULL
+                          AND jsonb_array_length(i."Genres") > 0
+                        GROUP BY genre_item.value
+
+                        UNION ALL
+
+                        -- series
+                        SELECT
+                            genre_item.value     AS genre,
+                            SUM(a."PlaybackDuration") AS watch_time_sec
+                        FROM jf_playback_activity a
+                        JOIN jf_library_episodes e ON e."EpisodeId" = a."EpisodeId"
+                        JOIN jf_library_items i ON i."Id" = e."SeriesId"
+                        CROSS JOIN LATERAL jsonb_array_elements_text(i."Genres") AS genre_item(value)
+                        WHERE a."UserId" = p_user_id
+                          AND a."SeriesName" IS NOT NULL
+                          AND i."Genres" IS NOT NULL
+                          AND jsonb_array_length(i."Genres") > 0
+                        GROUP BY genre_item.value
+                    ) combined
+                    GROUP BY genre
+                    ORDER BY SUM(watch_time_sec) DESC
+                    LIMIT 3
+                ) top3
+               ),
+               '[]'::JSONB
+           ) AS value;
+$$;

gateway/v1/auth.py

@@ -0,0 +1,220 @@
+"""
+Auth API — generic endpoints for linking Discord users to external services.
+
+GET  /api/v1/auth/login?service=X&token=Y&discord_id=Z
+     Validates the link token and serves a service-specific login form.
+
+POST /api/v1/auth/login
+     Accepts the form submission, validates credentials against the service,
+     stores the session, and returns a result page.
+
+GET  /api/v1/auth/status?discord_id=Z
+     Returns which services are linked for this Discord user.
+"""
+
+from __future__ import annotations
+
+import logging
+
+from fastapi import APIRouter, Form, HTTPException, Request
+from fastapi.responses import HTMLResponse
+
+from gateway.auth import get_auth_service, list_auth_services
+from src import auth_store
+
+logger = logging.getLogger("gateway.auth")
+
+router = APIRouter(prefix="/api/v1/auth", tags=["auth"])
+
+
+# ---------------------------------------------------------------------------
+# GET /auth/login — serve the login form
+# ---------------------------------------------------------------------------
+
+@router.get("/login")
+async def login_form(
+    service: str,
+    token: str,
+    discord_id: int,
+):
+    """Validate the one-time link token and return a service-specific login form."""
+
+    # Validate the token WITHOUT consuming it (the POST will consume it)
+    result = auth_store.validate_token(token)
+    if result is None:
+        raise HTTPException(status_code=400, detail="Invalid or expired link token.")
+
+    uid, svc = result
+    if uid != discord_id or svc != service:
+        raise HTTPException(status_code=400, detail="Token does not match the request.")
+
+    # Look up the AuthService
+    svc_obj = get_auth_service(service)
+    if svc_obj is None:
+        raise HTTPException(status_code=404, detail=f"Unknown service: {service}")
+
+    logger.info("Serving login form: user=%s service=%s", discord_id, service)
+    return HTMLResponse(svc_obj.render_login_form(token, discord_id))
+
+
+# ---------------------------------------------------------------------------
+# POST /auth/login — handle form submission
+# ---------------------------------------------------------------------------
+
+@router.post("/login")
+async def login_submit(request: Request):
+    """Handle the login form POST: validate credentials, store auth, show result."""
+
+    # Parse form data
+    form = await request.form()
+    token = form.get("token", "")
+    discord_id_str = form.get("discord_id", "")
+    service = form.get("service", "")
+
+    if not token or not discord_id_str or not service:
+        raise HTTPException(status_code=400, detail="Missing required fields.")
+
+    try:
+        discord_id = int(discord_id_str)
+    except (ValueError, TypeError):
+        raise HTTPException(status_code=400, detail="Invalid discord_id.")
+
+    # Consume the token on POST (the GET only validated, didn't consume)
+    result = auth_store.consume_token(token)
+    if result is None:
+        raise HTTPException(status_code=400, detail="Invalid or expired link token.")
+
+    # Look up the AuthService
+    svc_obj = get_auth_service(service)
+    if svc_obj is None:
+        raise HTTPException(status_code=404, detail=f"Unknown service: {service}")
+
+    # Collect service-specific form fields (everything except token, discord_id, service)
+    form_data: dict[str, str] = {}
+    for key, value in form.items():
+        if key not in ("token", "discord_id", "service"):
+            form_data[key] = str(value)
+
+    # Authenticate against the service
+    auth_result = await svc_obj.authenticate(form_data)
+
+    if not auth_result.success:
+        return HTMLResponse(
+            status_code=401,
+            content=f"""<!DOCTYPE html>
+<html><head><meta charset="utf-8"><title>Login Failed</title>
+<style>
+  body {{ font-family: system-ui, sans-serif; max-width: 420px; margin: 60px auto; padding: 0 20px; }}
+  h2 {{ color: #d32f2f; }}
+  a {{ color: #aa5cc3; }}
+</style></head><body>
+<h2>❌ Login Failed</h2>
+<p>{auth_result.error_message or "Authentication failed. Please try again."}</p>
+<p><a href="javascript:history.back()">← Go back and try again</a></p>
+</body></html>""",
+        )
+
+    # Store the successful auth
+    auth_store.store_auth(
+        discord_user_id=discord_id,
+        service=service,
+        external_user_id=auth_result.external_user_id or "",
+        external_name=auth_result.external_name or "",
+        credentials=auth_result.credentials,
+    )
+
+    logger.info(
+        "Auth linked: discord=%s → %s (%s)",
+        discord_id,
+        service,
+        auth_result.external_name,
+    )
+
+    return HTMLResponse(f"""<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<title>Account Linked</title>
+<style>
+  body {{ font-family: system-ui, sans-serif; max-width: 420px; margin: 60px auto; padding: 0 20px; text-align: center; }}
+  h1 {{ color: #388e3c; }}
+  .name {{ font-weight: bold; color: #aa5cc3; }}
+  p {{ color: #666; }}
+</style>
+</head>
+<body>
+<h1>✅ Account Linked!</h1>
+<p>Logged in as <span class="name">{auth_result.external_name}</span> on <strong>{svc_obj.display_name}</strong>.</p>
+<p>You can close this page and return to Discord.</p>
+</body>
+</html>""")
+
+
+# ---------------------------------------------------------------------------
+# GET /auth/status — get all linked services for a Discord user
+# ---------------------------------------------------------------------------
+
+@router.get("/Discord/status")
+async def auth_status(discord_id: int):
+    """
+    Return all services linked to this Discord user with full details.
+
+    Response:
+        {
+            "discord_id": 123456789,
+            "linked_services": {
+                "jellyfin": {
+                    "external_user_id": "abc123",
+                    "external_name": "Tim",
+                    "linked_at": "2026-05-25T10:00:00",
+                    "credentials": {
+                        "token": "jwt...",
+                        "url": "http://jellyfin:8096",
+                        "user_id": "abc123"
+                    }
+                }
+            }
+        }
+    """
+    auths = auth_store.get_all_auths(discord_id)
+
+    linked_services: dict[str, dict] = {}
+    for auth in auths:
+        svc_name = auth["service"]
+        linked_services[svc_name] = {
+            "external_user_id": auth["external_user_id"],
+            "external_name": auth["external_name"],
+            "linked_at": auth["linked_at"],
+            "credentials": auth["credentials"],
+        }
+
+    return {
+        "discord_id": discord_id,
+        "linked_services": linked_services,
+    }
+
+
+# ---------------------------------------------------------------------------
+# POST /auth/reset — wipe auth store (DEV ONLY)
+# ---------------------------------------------------------------------------
+
+from src.config import get_config  # noqa: E402
+
+@router.post("/reset")
+async def reset_auth():
+    """
+    Reset the entire auth store — clears all link tokens and user auth records.
+
+    Only enabled when ALLOW_AUTH_RESET=true in the environment.
+    Returns 403 in production.
+    """
+    if get_config("ALLOW_AUTH_RESET", "false").lower() != "true":
+        raise HTTPException(
+            status_code=403,
+            detail="Auth reset is disabled. Set ALLOW_AUTH_RESET=true to enable (dev only).",
+        )
+
+    auth_store.reset_all()
+    logger.warning("Auth store reset via API endpoint.")
+    return {"status": "ok", "message": "Auth store cleared — all tokens and auth records removed."}

gateway/v1/chat.py

@@ -4,9 +4,9 @@ from openai import OpenAI
 from pydantic import BaseModel
 import json
 
-from api.dependencies import get_llm_client, get_agent_graph
+from gateway.dependencies import get_llm_client, get_agent_graph
 from agents import get as get_agent, list_all as list_all_agents
-from core.state import AgentState
+from src.state import AgentState
 
 router = APIRouter()
 

gateway/v1/v1.md

@@ -0,0 +1,106 @@
+# V1 — Chat & Agent API Endpoints
+
+This is the primary HTTP API surface for the chatbot agent system. It exposes
+both a custom streaming chat endpoint and an OpenAI-compatible
+`/chat/completions` endpoint so it works as a drop-in backend for OpenWebUI,
+LibreChat, or any OpenAI-compatible client.
+
+---
+
+## Endpoints
+
+| Method | Path | Description |
+|---|---|---|
+| `GET ` | `/v1/` | Health check — returns `{"status": "ok"}` |
+| `GET ` | `/v1/agents` | List all registered agents (id + description) |
+| `GET ` | `/v1/models` | OpenAI-compatible model list (one entry per agent) |
+| `POST` | `/v1/chat` | Chat with an agent — streaming (SSE) |
+| `POST` | `/v1/chat/sync` | Chat with an agent — non-streaming |
+| `POST` | `/v1/chat/completions` | OpenAI-compatible chat completions (supports `stream: true`) |
+
+All `/v1/*` endpoints are mounted by `main.py` via:
+
+```python
+app.include_router(v1_router, prefix="/v1")
+```
+
+---
+
+## Agent Resolution
+
+Each request can target a specific agent. The resolution order is:
+
+1. **Explicit `agent_id`** field in the request body
+2. **OpenAI `model` field** (OpenWebUI sends this — mapped to `agent_id` if a matching agent is registered)
+3. **Fallback** to the `"naked"` agent (a plain LLM with no tools)
+
+This means an OpenWebUI client can simply set `model: "media-agent"` and get
+the full Media Agent with Seerr tools.
+
+---
+
+## Request Flow
+
+```
+Client (OpenWebUI / HTTP)
+  │  POST /v1/chat/completions
+  │  { model: "media-agent", messages: [...], stream: true/false }
+  ▼
+chat_completions()
+  │  1. _resolve_agent(req.model) → Agent(id="media-agent", skills=[...])
+  │  2. get_agent_graph("media-agent", request)
+  │     → lazy-compiled LangGraph StateGraph, cached on app.state
+  │  3. stream=True  → _stream_graph(graph, messages)  → SSE token stream
+  │     stream=False → _invoke_graph(graph, messages)   → plain response
+  ▼
+LangGraph StateGraph  (src/graph.py)
+  │
+  ├── agent_node: calls LLM with system prompt + tool definitions
+  │   └── LLM returns text OR tool_calls
+  │
+  ├── _should_continue: if tool_calls → tool_node, else → END
+  │
+  └── tool_node: executes tool via agents/skills system → ToolMessage
+      └── loops back to agent_node with the result
+```
+
+For a detailed walkthrough, see [api.md](../api.md).
+
+---
+
+## Streaming
+
+Two streaming modes exist:
+
+### SSE (Server-Sent Events) — `/v1/chat`
+```
+data: {"token": "Here"}
+data: {"token": " are"}
+data: {"token": " the"}
+...
+data: [DONE]
+```
+
+The graph runs to completion (tools execute silently), then the final text is
+yielded token-by-token as SSE events.
+
+### OpenAI-compatible — `/v1/chat/completions` with `stream: true`
+```
+data: {"id":"...","object":"chat.completion.chunk","choices":[{"delta":{"content":"Hello"}}]}
+data: {"id":"...","object":"chat.completion.chunk","choices":[{"delta":{"content":"!"}}]}
+data: [DONE]
+```
+
+> **Future improvement:** true token-level streaming (tokens appear as the LLM
+> generates them) would require using `langchain-openai`'s `ChatOpenAI` in
+> place of the raw `openai` client. The current approach avoids adding that
+> dependency.
+
+---
+
+## Dependencies
+
+Endpoints receive shared singletons via FastAPI `Depends`:
+
+- **`get_llm_client(request)`** → returns `request.app.state.llm_client` (OpenAI client singleton, created once in `main.py`)
+- **`get_agent_graph(agent_id, request)`** → returns a lazy-compiled LangGraph from `request.app.state.agent_graphs`

main.py

@@ -4,9 +4,11 @@ from contextlib import asynccontextmanager
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 
-from api.v1.chat import router as v1_router
+from gateway.v1.auth import router as auth_router
-from core.config import DEEPSEEK_API_KEY
+from gateway.v1.chat import router as v1_router
-from core.llm import create_client
+from gateway.jellystat.api import router as jellystat_router
+from src.config import DEEPSEEK_API_KEY, get_config
+from src.llm import create_client
 
 # ---------------------------------------------------------------------------
 # Logging — tool calls will appear in the uvicorn console
@@ -18,23 +20,29 @@ logging.basicConfig(
 )
 
 # ---------------------------------------------------------------------------
-# Load all agents & skills so they self-register at startup
+# Load all agents, skills, AND auth services so they self-register at startup
 # ---------------------------------------------------------------------------
 from agents import load_all_agents  # noqa: E402
 
 load_all_agents()
 
+import gateway.auth.jellyfin  # noqa: E402 — self-registers JellyfinAuth
+
 # ---------------------------------------------------------------------------
 # Lifespan
 # ---------------------------------------------------------------------------
 @asynccontextmanager
 async def lifespan(app: FastAPI):
-    from bot.discord_bot import start_in_background  # noqa: E402
+    from gateway.discord.bot import start_in_background  # noqa: E402
+    from gateway.jellystat.db import init_pool, close_pool  # noqa: E402
 
+    await init_pool(app)
     start_in_background()
 
     yield
 
+    await close_pool(app)
+
 
 # ---------------------------------------------------------------------------
 # App
@@ -61,3 +69,5 @@ app.state.agent_graphs: dict = {}
 # Routers
 # ---------------------------------------------------------------------------
 app.include_router(v1_router, prefix="/v1")
+app.include_router(auth_router)
+app.include_router(jellystat_router)

requirements.txt

@@ -6,3 +6,5 @@ httpx
 langgraph
 langgraph-checkpoint
 discord.py
+python-multipart
+asyncpg

src/auth_store.py

@@ -0,0 +1,358 @@
+"""
+Auth Store — SQLite-backed persistence for Discord-to-service authentication.
+
+Two tables:
+  - link_tokens  : one-time tokens sent via Discord DM to initiate login
+  - user_auth    : per-user, per-service credentials (Jellyfin token, etc.)
+
+Thread-safe via WAL mode and a shared lock.  No passwords are ever stored
+— only opaque service tokens (e.g. Jellyfin AccessToken).
+"""
+
+from __future__ import annotations
+
+import logging
+import secrets
+import sqlite3
+import threading
+from datetime import datetime, timedelta, timezone
+from pathlib import Path
+from typing import Optional
+
+from src.config import get_config
+
+logger = logging.getLogger("auth_store")
+
+# ---------------------------------------------------------------------------
+# Config
+# ---------------------------------------------------------------------------
+AUTH_DB_PATH = get_config("AUTH_DB_PATH", "data/auth.db")
+TOKEN_EXPIRY_MINUTES = int(get_config("AUTH_TOKEN_EXPIRY", "10"))
+
+# ---------------------------------------------------------------------------
+# Singleton handle
+# ---------------------------------------------------------------------------
+
+_db_path: Path | None = None
+_db_lock = threading.Lock()
+
+
+def _resolve_path() -> Path:
+    """Turn AUTH_DB_PATH into an absolute path, creating parent dirs."""
+    global _db_path
+    if _db_path is not None:
+        return _db_path
+    p = Path(AUTH_DB_PATH)
+    if not p.is_absolute():
+        # Relative to the project root (two levels above this file)
+        project_root = Path(__file__).resolve().parent.parent
+        p = project_root / p
+    p.parent.mkdir(parents=True, exist_ok=True)
+    _db_path = p
+    return p
+
+
+def _get_conn() -> sqlite3.Connection:
+    """Return a thread-local connection to the auth database."""
+    import sqlite3
+
+    conn = sqlite3.connect(str(_resolve_path()), check_same_thread=False)
+    conn.execute("PRAGMA journal_mode=WAL")
+    conn.execute("PRAGMA foreign_keys=ON")
+    conn.row_factory = sqlite3.Row
+    return conn
+
+
+# ---------------------------------------------------------------------------
+# Schema
+# ---------------------------------------------------------------------------
+
+_SCHEMA = """
+CREATE TABLE IF NOT EXISTS link_tokens (
+    token           TEXT PRIMARY KEY,
+    discord_user_id INTEGER NOT NULL,
+    service         TEXT NOT NULL,
+    expires_at      TEXT NOT NULL,
+    used            INTEGER DEFAULT 0,
+    created_at      TEXT DEFAULT (datetime('now'))
+);
+
+CREATE TABLE IF NOT EXISTS user_auth (
+    discord_user_id  INTEGER NOT NULL,
+    service          TEXT NOT NULL,
+    external_user_id TEXT,
+    external_name    TEXT,
+    credentials      TEXT,
+    linked_at        TEXT DEFAULT (datetime('now')),
+    is_active        INTEGER DEFAULT 1,
+    PRIMARY KEY (discord_user_id, service)
+);
+"""
+
+_initialized = False
+
+
+def _ensure_schema() -> None:
+    global _initialized
+    if _initialized:
+        return
+    with _db_lock:
+        if _initialized:
+            return
+        conn = _get_conn()
+        conn.executescript(_SCHEMA)
+        conn.commit()
+        conn.close()
+        _initialized = True
+        logger.info("Auth store initialized at %s", _resolve_path())
+
+
+# ---------------------------------------------------------------------------
+# Public API — Link Tokens
+# ---------------------------------------------------------------------------
+
+def create_token(discord_user_id: int, service: str) -> str:
+    """Generate a one-time link token. Expires after TOKEN_EXPIRY_MINUTES."""
+    _ensure_schema()
+    token = secrets.token_urlsafe(32)
+    expires = (datetime.now(timezone.utc) + timedelta(minutes=TOKEN_EXPIRY_MINUTES)).isoformat()
+
+    with _db_lock:
+        conn = _get_conn()
+        conn.execute(
+            "INSERT INTO link_tokens (token, discord_user_id, service, expires_at) VALUES (?, ?, ?, ?)",
+            (token, discord_user_id, service, expires),
+        )
+        conn.commit()
+        conn.close()
+
+    logger.info("Created link token for user %s / service %s", discord_user_id, service)
+    return token
+
+
+def validate_token(token: str) -> tuple[int, str] | None:
+    """Read-only validation — does NOT consume the token.
+    
+    Returns (discord_user_id, service) if the token exists, is unused,
+    and has not expired.  Returns None otherwise.
+    """
+    _ensure_schema()
+
+    with _db_lock:
+        conn = _get_conn()
+        row = conn.execute(
+            "SELECT discord_user_id, service, used, expires_at FROM link_tokens WHERE token = ?",
+            (token,),
+        ).fetchone()
+        conn.close()
+
+    if row is None:
+        return None
+    if row["used"]:
+        return None
+
+    expires = datetime.fromisoformat(row["expires_at"])
+    if datetime.now(timezone.utc) > expires:
+        return None
+
+    return (row["discord_user_id"], row["service"])
+
+
+def consume_token(token: str) -> tuple[int, str] | None:
+    """Validate and consume a link token. Returns (discord_user_id, service) or None.
+    
+    A token is valid if:
+    - It exists
+    - It has not been used
+    - It has not expired
+    """
+    _ensure_schema()
+
+    with _db_lock:
+        conn = _get_conn()
+        row = conn.execute(
+            "SELECT discord_user_id, service, used, expires_at FROM link_tokens WHERE token = ?",
+            (token,),
+        ).fetchone()
+
+        if row is None:
+            conn.close()
+            return None
+
+        if row["used"]:
+            conn.close()
+            logger.warning("Token already used: %s…", token[:8])
+            return None
+
+        expires = datetime.fromisoformat(row["expires_at"])
+        if datetime.now(timezone.utc) > expires:
+            conn.close()
+            logger.warning("Token expired: %s…", token[:8])
+            return None
+
+        conn.execute("UPDATE link_tokens SET used = 1 WHERE token = ?", (token,))
+        conn.commit()
+        result = (row["discord_user_id"], row["service"])
+        conn.close()
+        logger.info("Token consumed: %s… → user=%s service=%s", token[:8], result[0], result[1])
+        return result
+
+
+# ---------------------------------------------------------------------------
+# Public API — User Auth
+# ---------------------------------------------------------------------------
+
+def store_auth(
+    discord_user_id: int,
+    service: str,
+    *,
+    external_user_id: str = "",
+    external_name: str = "",
+    credentials: dict | None = None,
+) -> None:
+    """Store or update authentication for a user on a service."""
+    _ensure_schema()
+    import json
+
+    creds_json = json.dumps(credentials) if credentials else "{}"
+
+    with _db_lock:
+        conn = _get_conn()
+        conn.execute(
+            """INSERT INTO user_auth (discord_user_id, service, external_user_id, external_name, credentials, linked_at)
+               VALUES (?, ?, ?, ?, ?, datetime('now'))
+               ON CONFLICT(discord_user_id, service) DO UPDATE SET
+               external_user_id = excluded.external_user_id,
+               external_name = excluded.external_name,
+               credentials = excluded.credentials,
+               linked_at = datetime('now'),
+               is_active = 1""",
+            (discord_user_id, service, external_user_id, external_name, creds_json),
+        )
+        conn.commit()
+        conn.close()
+
+    logger.info("Stored auth for user %s on %s as %s", discord_user_id, service, external_name)
+
+
+def get_auth(discord_user_id: int, service: str) -> dict | None:
+    """Retrieve stored auth for a user on a service. Returns None if not linked."""
+    _ensure_schema()
+    import json
+
+    with _db_lock:
+        conn = _get_conn()
+        row = conn.execute(
+            "SELECT * FROM user_auth WHERE discord_user_id = ? AND service = ? AND is_active = 1",
+            (discord_user_id, service),
+        ).fetchone()
+        conn.close()
+
+    if row is None:
+        return None
+
+    credentials = json.loads(row["credentials"]) if row["credentials"] else {}
+    return {
+        "discord_user_id": row["discord_user_id"],
+        "service": row["service"],
+        "external_user_id": row["external_user_id"],
+        "external_name": row["external_name"],
+        "credentials": credentials,
+        "linked_at": row["linked_at"],
+    }
+
+
+def is_authenticated(discord_user_id: int, service: str) -> bool:
+    """Quick check: is this user linked to this service?"""
+    return get_auth(discord_user_id, service) is not None
+
+
+def list_services(discord_user_id: int) -> list[str]:
+    """Return list of service names this user has linked."""
+    _ensure_schema()
+
+    with _db_lock:
+        conn = _get_conn()
+        rows = conn.execute(
+            "SELECT service FROM user_auth WHERE discord_user_id = ? AND is_active = 1",
+            (discord_user_id,),
+        ).fetchall()
+        conn.close()
+
+    return [r["service"] for r in rows]
+
+
+def revoke(discord_user_id: int, service: str) -> None:
+    """Unlink a user from a service."""
+    _ensure_schema()
+
+    with _db_lock:
+        conn = _get_conn()
+        conn.execute(
+            "UPDATE user_auth SET is_active = 0 WHERE discord_user_id = ? AND service = ?",
+            (discord_user_id, service),
+        )
+        conn.commit()
+        conn.close()
+
+    logger.info("Revoked auth for user %s on %s", discord_user_id, service)
+
+
+def get_all_auths(discord_user_id: int) -> list[dict]:
+    """
+    Return all active auth records for a Discord user.
+    Each record includes service name, external user id, external name,
+    linked_at timestamp, and the raw credentials (e.g. Jellyfin token + URL).
+
+    Used by the /api/v1/auth/status endpoint so other services can discover
+    linked accounts for a given Discord ID.
+    """
+    _ensure_schema()
+    import json
+
+    with _db_lock:
+        conn = _get_conn()
+        rows = conn.execute(
+            """SELECT service, external_user_id, external_name, credentials, linked_at
+               FROM user_auth
+               WHERE discord_user_id = ? AND is_active = 1
+               ORDER BY linked_at DESC""",
+            (discord_user_id,),
+        ).fetchall()
+        conn.close()
+
+    results: list[dict] = []
+    for row in rows:
+        creds = {}
+        if row["credentials"]:
+            try:
+                creds = json.loads(row["credentials"])
+            except (json.JSONDecodeError, TypeError):
+                creds = {}
+        results.append({
+            "service": row["service"],
+            "external_user_id": row["external_user_id"] or "",
+            "external_name": row["external_name"] or "",
+            "linked_at": row["linked_at"] or "",
+            "credentials": creds,
+        })
+
+    return results
+
+
+# ---------------------------------------------------------------------------
+# Dev / testing — reset the entire store
+# ---------------------------------------------------------------------------
+
+def reset_all() -> None:
+    """Truncate all auth tables — for development and testing only."""
+    _ensure_schema()
+
+    with _db_lock:
+        conn = _get_conn()
+        conn.execute("DELETE FROM link_tokens")
+        conn.execute("DELETE FROM user_auth")
+        conn.commit()
+        conn.close()
+
+    logger.warning("Auth store RESET — all tokens and auth records cleared.")

src/graph.py

@@ -1,12 +1,13 @@
 """
 LangGraph agent graph factory.
 
-Builds a StateGraph that replaces the manual tool-calling loop in api/v1/chat.py.
+Builds a StateGraph with two nodes:
-The graph has two nodes:
   - agent_node : calls the LLM (with system prompt + tool definitions)
   - tool_node  : executes tool calls via the existing skill system
 
 A conditional edge routes tool_calls back to the agent, or ends the run.
+When a tool fails due to missing authentication, the failure message is
+relayed to the LLM, which tells the user to use /login.
 """
 
 from __future__ import annotations
@@ -19,8 +20,8 @@ from langchain_core.messages import AIMessage, ToolMessage
 from langgraph.graph import END, StateGraph
 from openai import OpenAI
 
-from core.state import AgentState
+from src.state import AgentState
-from skills import get_all_tools, execute_tool
+from agents.skills import get_all_tools, execute_tool
 
 logger = logging.getLogger("graph")
 
@@ -97,18 +98,14 @@ def _make_agent_node(
         full: list[dict[str, Any]] = [{"role": "system", "content": system_prompt}]
         for m in messages:
             if isinstance(m, dict):
-                # Already a plain dict — pass through.
-                # But fix tool_calls if they're in LangChain format.
                 d = dict(m)
                 tc = d.get("tool_calls")
                 if tc and isinstance(tc, list) and tc and isinstance(tc[0], dict) and "function" not in tc[0]:
                     d["tool_calls"] = _langchain_tc_to_openai(tc)
                 full.append(d)
             else:
-                # LangChain message object → OpenAI-compatible dict
                 role = _lc_role_to_openai(getattr(m, "type", "user"))
                 d: dict[str, Any] = {"role": role, "content": getattr(m, "content", "")}
-                # Serialize tool_calls back to OpenAI format (if this is an AI msg)
                 tc = getattr(m, "tool_calls", None)
                 if tc:
                     d["tool_calls"] = _langchain_tc_to_openai(tc)
@@ -125,7 +122,6 @@ def _make_agent_node(
         )
         choice = resp.choices[0]
 
-        # Convert OpenAI tool_calls to the dict format LangChain expects.
         raw_tool_calls = list(choice.message.tool_calls) if choice.message.tool_calls else []
         tool_calls: list[dict[str, Any]] = []
         for tc in raw_tool_calls:
@@ -153,9 +149,9 @@ def _make_tool_node(skill_names: list[str]):
     """
     Return a callable that executes tool_calls from the last AI message.
 
-    This replaces LangGraph's built-in ToolNode — we call our own
+    If a tool fails because the user isn't authenticated, the failure
-    `execute_tool()` pipeline so that skill-level auth, httpx sessions,
+    message (which tells the user to /login) is returned to the LLM.
-    and ToolResult handling are fully preserved.
+    The LLM naturally relays the instructions to the user.
     """
 
     async def tool_node(state: AgentState) -> dict[str, list]:
@@ -164,18 +160,16 @@ def _make_tool_node(skill_names: list[str]):
         if not tool_calls:
             return {"messages": []}
 
+        discord_user_id = state.get("discord_user_id")
+
         results: list[ToolMessage] = []
         for tc in tool_calls:
-            # Handle both LangChain format (top-level name/args) and
-            # OpenAI format (nested "function" key).
             if isinstance(tc, dict):
                 if "function" in tc:
-                    # OpenAI format: {"id":..., "function": {"name":..., "arguments":"..."}}
                     fn = tc["function"]
                     fn_name = fn.get("name", "")
                     fn_args_raw = fn.get("arguments", "{}")
                 else:
-                    # LangChain format: {"name":..., "args":{...}, "id":...}
                     fn_name = tc.get("name", "")
                     fn_args_raw = tc.get("args", {})
                 tc_id = tc.get("id", "")
@@ -184,13 +178,15 @@ def _make_tool_node(skill_names: list[str]):
                 fn_args_raw = getattr(tc, "args", {})
                 tc_id = getattr(tc, "id", "")
 
-            # Parse args if they arrive as a JSON string
             if isinstance(fn_args_raw, str):
                 fn_args = json.loads(fn_args_raw)
             else:
                 fn_args = fn_args_raw
 
-            tr = await execute_tool(skill_names, fn_name, fn_args)
+            tr = await execute_tool(
+                skill_names, fn_name, fn_args,
+                discord_user_id=discord_user_id,
+            )
             content = tr.content if tr else f"Tool '{fn_name}' is not available."
             results.append(ToolMessage(content=content, tool_call_id=tc_id))
 
@@ -224,27 +220,16 @@ def create_agent_graph(
 ) -> StateGraph:
     """
     Build and compile a LangGraph StateGraph for a single agent.
-
-    Parameters
-    ----------
-    client :        The OpenAI-compatible client (already authenticated).
-    agent_skills :  Skill names assigned to the agent (e.g. ["seerr", "triage"]).
-    system_prompt : The fully-built system prompt (base + skill fragments).
-    model_name :    Model identifier sent to the LLM provider.
-
-    Returns
-    -------
-    A compiled LangGraph graph ready for `.ainvoke()` or `.astream()`.
     """
     tool_defs = get_all_tools(agent_skills)
 
     graph = StateGraph(AgentState)
 
-    # Nodes
     graph.add_node(
         "agent_node",
         _make_agent_node(client, system_prompt, tool_defs, model_name),
     )
+
     if tool_defs:
         graph.add_node("tool_node", _make_tool_node(agent_skills))
         graph.add_conditional_edges("agent_node", _should_continue, {
@@ -253,7 +238,6 @@ def create_agent_graph(
         })
         graph.add_edge("tool_node", "agent_node")
     else:
-        # No tools — agent responds once and finishes
         graph.add_edge("agent_node", END)
 
     graph.set_entry_point("agent_node")

src/state.py

@@ -18,3 +18,4 @@ class AgentState(TypedDict):
     """
 
     messages: Annotated[list, add_messages]
+    discord_user_id: int | None  # set by the Discord bot, None for REST API calls

src/tools_adapter.py

@@ -13,7 +13,7 @@ from typing import Any
 
 from langchain_core.tools import tool
 
-from skills import get_all_tools, execute_tool
+from agents.skills import get_all_tools, execute_tool
 
 
 def build_langgraph_tools(skill_names: list[str]) -> list: