versioning: 0.0.4, feat: create listing, source image

.env.example

@@ -2,6 +2,8 @@ OLLAMA_BASE_URL=http://localhost:11434
 OLLAMA_MODEL=qwen3.5:9b
 OLLAMA_NUM_CTX=64512
 UEX_BASE_URL=https://api.uexcorp.space/2.0
+SCMDB_BASE_URL=https://scmdb.net
+CORNERSTONE_BASE_URL=https://finder.cstone.space
 UEX_SECRET_KEY=
 UEX_BEARER_TOKEN=
 TRADERAI_USER_NAME=

README.md

@@ -5,6 +5,8 @@ Local Ollama-powered chat for UEX marketplace workflows.
 ## What It Does
 
 - Searches active/current UEX marketplace listings through `GET /marketplace_listings/`.
+- Searches SCMDB mission data so the assistant can answer what Star Citizen missions pay or reward, including UEC, reputation, item rewards, blueprint rewards, partial payouts, and hauling cargo.
+- Searches Cornerstone Universal Item Finder data so the assistant can find where in-game items are sold, including store/location, base price, and verified date.
 - Reads authenticated marketplace negotiations and negotiation messages when `UEX_SECRET_KEY` or `UEX_BEARER_TOKEN` is set.
 - Drafts negotiation messages and marketplace listings as pending actions.
 - Requires browser approval before sending authenticated write requests to UEX.
@@ -23,6 +25,8 @@ Local Ollama-powered chat for UEX marketplace workflows.
    ```
 
 3. Create `.env` from `.env.example` and set `UEX_SECRET_KEY` and/or `UEX_BEARER_TOKEN` if you want authenticated actions.
+   `SCMDB_BASE_URL` defaults to `https://scmdb.net`.
+   `CORNERSTONE_BASE_URL` defaults to `https://finder.cstone.space`.
 4. Install and run:
 
    ```powershell
@@ -71,6 +75,8 @@ UEX notifications are checked every `UEX_NOTIFICATION_POLL_SECONDS` seconds by d
 ## Sources Used
 
 - UEX SwaggerHub OpenAPI v2.1: https://app.swaggerhub.com/apis-docs/dolejska-daniel/UEX-API/v2.1
+- SCMDB mission data: https://scmdb.net/
+- Cornerstone Universal Item Finder: https://finder.cstone.space/
 - UEX marketplace listings docs: https://uexcorp.space/api/documentation/id/get_marketplace_listings/?is_kiosk=1
 - UEX negotiation message docs: https://uexcorp.space/api/documentation/id/post_marketplace_negotiations_messages/?is_kiosk=1
 - Ollama tool calling docs: https://docs.ollama.com/capabilities/tool-calling

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "traderai"
-version = "0.0.3"
+version = "0.0.4"
 description = "Local Ollama-powered assistant for UEX marketplace workflows."
 requires-python = ">=3.11"
 dependencies = [
@@ -37,3 +37,4 @@ include = ["traderai*"]
 
 
 
+

tests/test_plans.py

@@ -0,0 +1,217 @@
+import pytest
+from datetime import timedelta
+
+from traderai.memory import MemoryStore, utc_now
+from traderai.plans import ContinualPlanRunner, ContinualPlanStore
+from traderai.scheduler import WakeScheduler
+from traderai.tools import ToolRegistry
+
+
+class BuyingUEX:
+    def __init__(self):
+        self.posts = []
+
+    async def get(self, path, params=None, authenticated=False):
+        if path == "marketplace_listings":
+            return {
+                "data": [
+                    {
+                        "id": 501,
+                        "slug": "wikelo-panel-good",
+                        "title": "Wikelo Idris panel",
+                        "operation": "sell",
+                        "type": "item",
+                        "price": 450_000,
+                        "currency": "UEC",
+                        "in_stock": 2,
+                        "location": "Orison",
+                        "user_username": "seller_a",
+                    },
+                    {
+                        "id": 502,
+                        "slug": "wikelo-panel-expensive",
+                        "title": "Wikelo Idris panel premium",
+                        "operation": "sell",
+                        "type": "item",
+                        "price": 900_000,
+                        "currency": "UEC",
+                        "in_stock": 1,
+                        "location": "Area18",
+                        "user_username": "seller_b",
+                    },
+                ],
+            }
+        return {"data": []}
+
+    async def post(self, path, payload, authenticated=True):
+        self.posts.append({"path": path, "payload": payload, "authenticated": authenticated})
+        return {"status": "ok", "posted": self.posts[-1]}
+
+    async def delete(self, path, params=None, authenticated=True):
+        return {"status": "ok"}
+
+
+class FakePlanAgent:
+    def __init__(self):
+        self.prompts = []
+
+    async def generate_wake_response(self, wake_message):
+        self.prompts.append(wake_message)
+        return "Custom plan checked notifications and found no blockers."
+
+
+def plan_stack(tmp_path):
+    memory = MemoryStore(str(tmp_path / "memory.sqlite3"))
+    store = ContinualPlanStore(memory)
+    scheduler = WakeScheduler(memory)
+    tools = ToolRegistry(BuyingUEX(), memory=memory, scheduler=scheduler, plan_store=store)
+    runner = ContinualPlanRunner(store, tools, memory)
+    tools.plan_runner = runner
+    scheduler.bind_plan_runner(runner)
+    return memory, store, tools, runner, scheduler
+
+
+def test_continual_plan_store_creates_needs_input_plan(tmp_path):
+    _, store, _, _, _ = plan_stack(tmp_path)
+
+    plan = store.create_plan("Wikelo Idris", objective="Get all parts", items=[])
+
+    assert plan["status"] == "needs_input"
+    assert plan["items"] == []
+    assert plan["events"][0]["kind"] == "needs_input"
+
+
+def test_custom_plan_without_items_is_active(tmp_path):
+    _, store, _, _, _ = plan_stack(tmp_path)
+
+    plan = store.create_plan("Watch negotiations", kind="custom", objective="Check replies and summarize next steps", items=[])
+
+    assert plan["status"] == "active"
+    assert plan["items"] == []
+
+
+def test_continual_plan_store_creates_buying_checklist(tmp_path):
+    _, store, _, _, _ = plan_stack(tmp_path)
+
+    plan = store.create_plan(
+        "Wikelo Idris",
+        objective="Get all listed parts",
+        items=[{"item_name": "Wikelo Idris panel", "desired_quantity": 2, "max_unit_price": 500_000}],
+    )
+
+    assert plan["status"] == "active"
+    assert plan["items"][0]["item_name"] == "Wikelo Idris panel"
+    assert plan["items"][0]["desired_quantity"] == 2
+
+
+@pytest.mark.asyncio
+async def test_buying_runner_tracks_candidates_and_drafts_only(tmp_path):
+    memory, store, tools, runner, _ = plan_stack(tmp_path)
+    plan = store.create_plan(
+        "Wikelo Idris",
+        objective="Get all listed parts",
+        items=[{"item_name": "Wikelo Idris panel", "desired_quantity": 1, "max_unit_price": 500_000}],
+    )
+
+    result = await runner.run_plan(plan["id"])
+    snapshot = store.get_plan(plan["id"])
+
+    assert result["drafted"] == 1
+    assert any(candidate["listing_id"] == "501" and candidate["status"] == "drafted" for candidate in snapshot["candidates"])
+    assert snapshot["negotiations"][0]["status"] == "drafted"
+    assert len(tools.pending_actions) == 1
+    assert not tools.uex.posts
+    assert "Drafted 1 negotiation" in memory.list_outbox()[0]["content"]
+
+
+@pytest.mark.asyncio
+async def test_plan_approval_logs_back_to_plan(tmp_path):
+    _, store, tools, runner, _ = plan_stack(tmp_path)
+    plan = store.create_plan(
+        "Wikelo Idris",
+        objective="Get all listed parts",
+        items=[{"item_name": "Wikelo Idris panel", "max_unit_price": 500_000}],
+    )
+    await runner.run_plan(plan["id"])
+    action_id = next(iter(tools.pending_actions))
+
+    approved = await tools.approve(action_id)
+    snapshot = store.get_plan(plan["id"])
+
+    assert approved["posted"]["path"] == "marketplace_negotiations_messages"
+    assert any(event["kind"] == "approved" for event in snapshot["events"])
+    assert any(negotiation["status"] == "approved" for negotiation in snapshot["negotiations"])
+
+
+@pytest.mark.asyncio
+async def test_custom_runner_continues_plan_through_agent(tmp_path):
+    memory, store, tools, runner, _ = plan_stack(tmp_path)
+    agent = FakePlanAgent()
+    runner.bind_agent(agent)
+    plan = store.create_plan(
+        "Watch open negotiations",
+        kind="custom",
+        objective="Check UEX replies and recommend next action",
+        constraints={"instructions": "Pay attention to stale buyer replies."},
+        items=[],
+    )
+
+    result = await runner.run_plan(plan["id"])
+    snapshot = store.get_plan(plan["id"])
+
+    assert result["status"] == "ok"
+    assert "Custom plan checked notifications" in result["summary"]
+    assert plan["id"] in agent.prompts[0]
+    assert any(event["kind"] == "run" for event in snapshot["events"])
+    assert "Custom plan checked notifications" in memory.list_outbox()[0]["content"]
+
+
+@pytest.mark.asyncio
+async def test_scheduler_plan_run_survives_runner_error(tmp_path):
+    memory = MemoryStore(str(tmp_path / "memory.sqlite3"))
+    store = ContinualPlanStore(memory)
+    plan = store.create_plan(
+        "Broken plan",
+        objective="Test failure handling",
+        items=[{"item_name": "Wikelo Idris panel"}],
+    )
+
+    class FailingRunner:
+        def __init__(self, store):
+            self.store = store
+
+        async def run_plan(self, plan_id):
+            self.store.add_event(plan_id, "error", "boom")
+            memory.add_outbox("Broken plan: boom")
+            return {"error": "boom", "plan": self.store.get_plan(plan_id)}
+
+    scheduler = WakeScheduler(memory)
+    scheduler.bind_plan_runner(FailingRunner(store))
+
+    await scheduler._run_plan(plan["id"])
+
+    snapshot = store.get_plan(plan["id"])
+    assert snapshot["status"] == "active"
+    assert snapshot["events"][0]["kind"] == "error"
+    assert "boom" in memory.list_outbox()[0]["content"]
+
+
+@pytest.mark.asyncio
+async def test_scheduler_schedules_overdue_plan_catchup_on_start(tmp_path):
+    memory, store, _, runner, scheduler = plan_stack(tmp_path)
+    plan = store.create_plan(
+        "Overdue plan",
+        objective="Check after restart",
+        items=[{"item_name": "Wikelo Idris panel"}],
+    )
+    store.update_schedule(plan["id"], (utc_now() - timedelta(minutes=5)).isoformat())
+
+    scheduler.start()
+    try:
+        catchup = scheduler.scheduler.get_job(scheduler._plan_catchup_job_id(plan["id"]))
+        snapshot = store.get_plan(plan["id"])
+    finally:
+        scheduler.shutdown()
+
+    assert catchup is not None
+    assert any(event["kind"] == "catchup_scheduled" for event in snapshot["events"])

tests/test_tools.py

@@ -2,6 +2,7 @@ import pytest
 import respx
 from httpx import Response
 
+from traderai.cornerstone_client import CornerstoneClient, parse_cornerstone_item_page
 from traderai.tools import ToolRegistry
 from traderai.uex_client import UEXClient
 
@@ -121,6 +122,143 @@ class FakeUEX:
         return {"status": "ok", "posted": self.posts[-1]}
 
 
+class FakeSCMDB:
+    base_url = "https://scmdb.test"
+
+    async def list_versions(self):
+        return [
+            {"version": "4.8.0-ptu.1", "file": "merged-4.8.0-ptu.1.json"},
+            {"version": "4.7.2-live.1", "file": "merged-4.7.2-live.1.json"},
+        ]
+
+    async def get_data(self, version=None, channel="live"):
+        return {
+            "version": version or "4.7.2-live.1",
+            "factions": {
+                "fac-haul": {"name": "Covalex"},
+                "fac-bounty": {"name": "Bounty Hunters Guild"},
+            },
+            "scopes": {
+                "scope-rep": {"scopeName": "FactionReputation"},
+            },
+            "factionRewardsPools": [
+                [{"factionGuid": "fac-haul", "scopeGuid": "scope-rep", "amount": 125}],
+                [{"factionGuid": "fac-bounty", "scopeGuid": "scope-rep", "amount": 250}],
+            ],
+            "partialRewardPayoutPools": [
+                [],
+                [{"minPercentage": 50, "maxPercentage": 99, "currencyRewardMultiplier": 0.75, "reputationMultipliers": None}],
+            ],
+            "resourcePools": {
+                "res-tungsten": {"name": "Tungsten"},
+            },
+            "blueprintPools": {
+                "bp-pool": {
+                    "name": "Ship Salvage Rewards",
+                    "blueprints": [{"name": "Abrade Scraper Module"}],
+                },
+            },
+            "locationPools": {
+                "loc-a18": {"name": "Area18"},
+                "loc-baijini": {"name": "Baijini Point"},
+            },
+            "contracts": [
+                {
+                    "id": "mission-haul",
+                    "debugName": "Haul_Tungsten_Test",
+                    "title": "Move Tungsten",
+                    "description": "Move Tungsten to Baijini Point.",
+                    "missionType": "Hauling",
+                    "category": "career",
+                    "factionGuid": "fac-haul",
+                    "rewardUEC": 50250,
+                    "factionRewardsIndex": 0,
+                    "partialRewardPayoutIndex": 1,
+                    "haulingOrders": [{"resource": "res-tungsten", "minSCU": 6, "maxSCU": 6, "maxContainerSize": 1}],
+                    "locations": ["loc-a18"],
+                    "destinations": ["loc-baijini"],
+                    "systems": ["Stanton"],
+                    "illegal": False,
+                    "canBeShared": False,
+                },
+                {
+                    "id": "mission-bounty",
+                    "debugName": "Bounty_Blueprint_Test",
+                    "title": "Ambush Op",
+                    "description": "Clean out targets.",
+                    "missionType": "Bounty Hunter",
+                    "factionGuid": "fac-bounty",
+                    "rewardUEC": 120000,
+                    "factionRewardsIndex": 1,
+                    "partialRewardPayoutIndex": 0,
+                    "itemRewards": [{"name": "Council Scrip", "amount": 5}],
+                    "blueprintRewards": [{"blueprintPool": "bp-pool", "chance": 1, "trigger": "complete"}],
+                    "systems": ["Pyro"],
+                    "illegal": True,
+                    "canBeShared": True,
+                },
+            ],
+            "legacyContracts": [
+                {
+                    "id": "legacy-delivery",
+                    "debugName": "Legacy_Delivery_Test",
+                    "title": "Old Box Run",
+                    "missionType": "Delivery",
+                    "factionGuid": "fac-haul",
+                    "rewardUEC": 1000,
+                    "factionRewardsIndex": 0,
+                    "partialRewardPayoutIndex": 0,
+                    "systems": ["Stanton"],
+                }
+            ],
+        }
+
+
+class FakeCornerstone:
+    base_url = "https://finder.cstone.test"
+
+    async def list_items(self):
+        return [
+            {"id": "item-abrade", "name": "Abrade Scraper Module", "sold": True},
+            {"id": "item-cinch", "name": "Cinch Scraper Module", "sold": True},
+            {"id": "item-poster", "name": "Zeus 2955 Ship Showdown Poster", "sold": False},
+        ]
+
+    async def get_item_page(self, item_id):
+        assert item_id == "item-abrade"
+        return {
+            "url": f"{self.base_url}/ShipSalvageMods1/{item_id}",
+            "html": """
+                <html>
+                  <head>
+                    <title>Star Citizen - Salvage modifier - Abrade Scraper Module</title>
+                    <meta property="og:image" content="/images/abrade.png">
+                  </head>
+                  <body>
+                    <table>
+                      <tr><td>NAME</td><td>Abrade Scraper Module</td></tr>
+                      <tr><td>MANUFACTURER</td><td>Greycat Industrial</td></tr>
+                    </table>
+                    <table>
+                      <tr><th>LOCATION</th><th>BASE PRICE</th><th>VERIFIED</th></tr>
+                      <tr><td>Stanton - ArcCorp - Area18 - Dumper's Depot</td><td>21 250</td><td>2956-01-29</td></tr>
+                      <tr><td>Stanton - microTech - Port Tressler - Platinum Bay</td><td>21 250</td><td>2956-01-04</td></tr>
+                    </table>
+                  </body>
+                </html>
+            """,
+        }
+
+    async def get_image_data(self, url, max_bytes=10_000_000):
+        assert url == f"{self.base_url}/images/abrade.png"
+        return {
+            "url": url,
+            "content_type": "image/png",
+            "size_bytes": 12,
+            "image_data": "ZmFrZS1pbWFnZQ==",
+        }
+
+
 @pytest.mark.asyncio
 async def test_search_marketplace_listings_filters_locally():
     registry = ToolRegistry(FakeUEX())
@@ -236,6 +374,161 @@ def test_schemas_expose_specific_uex_tools_instead_of_generic_api_tool():
     assert "uex_draft_post" not in names
 
 
+def test_schemas_expose_scmdb_mission_tools():
+    registry = ToolRegistry(FakeUEX(), scmdb=FakeSCMDB())
+
+    names = {schema["function"]["name"] for schema in registry.schemas}
+
+    assert "list_scmdb_versions" in names
+    assert "search_scmdb_missions" in names
+    assert "get_scmdb_mission_rewards" in names
+
+
+def test_schemas_expose_cornerstone_item_tools():
+    registry = ToolRegistry(FakeUEX(), cornerstone=FakeCornerstone())
+
+    names = {schema["function"]["name"] for schema in registry.schemas}
+
+    assert "search_cornerstone_items" in names
+    assert "get_cornerstone_item_locations" in names
+    assert "get_cornerstone_item_media" in names
+    assert "draft_marketplace_listing_with_cornerstone_image" in names
+
+
+@pytest.mark.asyncio
+async def test_search_scmdb_missions_returns_reward_summary():
+    registry = ToolRegistry(FakeUEX(), scmdb=FakeSCMDB())
+
+    result = await registry.search_scmdb_missions(query="tungsten", mission_type="hauling")
+
+    assert result["version"] == "4.7.2-live.1"
+    assert result["matched"] == 1
+    mission = result["missions"][0]
+    assert mission["title"] == "Move Tungsten"
+    assert mission["rewards"]["uec"] == 50250
+    assert mission["rewards"]["reputation"] == [{"faction": "Covalex", "scope": "FactionReputation", "amount": 125}]
+    assert mission["rewards"]["hauling"] == [
+        {"resource": "Tungsten", "min_scu": 6, "max_scu": 6, "max_container_size_scu": 1}
+    ]
+
+
+@pytest.mark.asyncio
+async def test_get_scmdb_mission_rewards_enriches_items_blueprints_and_locations():
+    registry = ToolRegistry(FakeUEX(), scmdb=FakeSCMDB())
+
+    result = await registry.get_scmdb_mission_rewards(debug_name="Bounty_Blueprint_Test")
+
+    mission = result["mission"]
+    assert mission["title"] == "Ambush Op"
+    assert mission["faction"] == "Bounty Hunters Guild"
+    assert mission["rewards"]["items"] == [{"name": "Council Scrip", "amount": 5}]
+    assert mission["rewards"]["blueprints"][0]["blueprints"] == ["Abrade Scraper Module"]
+
+
+@pytest.mark.asyncio
+async def test_search_cornerstone_items_filters_sold_items():
+    registry = ToolRegistry(FakeUEX(), cornerstone=FakeCornerstone())
+
+    result = await registry.search_cornerstone_items(query="scraper", sold_only=True)
+
+    assert result["matched"] == 2
+    assert {item["name"] for item in result["items"]} == {"Abrade Scraper Module", "Cinch Scraper Module"}
+    assert result["items"][0]["url"].startswith("https://finder.cstone.test/Search/item-")
+
+
+@pytest.mark.asyncio
+async def test_get_cornerstone_item_locations_parses_store_prices():
+    registry = ToolRegistry(FakeUEX(), cornerstone=FakeCornerstone())
+
+    result = await registry.get_cornerstone_item_locations(query="abrade", location="Area18")
+
+    assert result["item"]["name"] == "Abrade Scraper Module"
+    assert result["item"]["general"]["manufacturer"] == "Greycat Industrial"
+    assert result["matched_locations"] == 1
+    assert result["locations"] == [
+        {
+            "location": "Stanton - ArcCorp - Area18 - Dumper's Depot",
+            "base_price": 21250,
+            "base_price_display": "21 250",
+            "verified": "2956-01-29",
+        }
+    ]
+
+
+@pytest.mark.asyncio
+async def test_get_cornerstone_item_media_returns_absolute_image_urls():
+    registry = ToolRegistry(FakeUEX(), cornerstone=FakeCornerstone())
+
+    result = await registry.get_cornerstone_item_media(query="abrade")
+
+    assert result["media"] == [
+        {
+            "url": "https://finder.cstone.test/images/abrade.png",
+            "source": "og:image",
+        }
+    ]
+
+
+@pytest.mark.asyncio
+async def test_draft_marketplace_listing_with_cornerstone_image_adds_image_data_and_redacts_display():
+    registry = ToolRegistry(FakeUEX(), cornerstone=FakeCornerstone())
+
+    result = await registry.draft_marketplace_listing_with_cornerstone_image(
+        item_query="abrade",
+        id_category=3,
+        operation="sell",
+        type="item",
+        unit="unit",
+        title="Abrade Scraper Module",
+        description="Clean module, ready for pickup.",
+        price=21250,
+        currency="UEC",
+        language="en_US",
+        source="purchased_in_game",
+        in_stock=1,
+    )
+
+    pending = result["pending_action"]
+    stored = registry.pending_actions[pending["id"]]
+
+    assert pending["endpoint"] == "marketplace_advertise"
+    assert pending["payload"]["image_data"].startswith("<base64 image data redacted")
+    assert stored.payload["image_data"] == "ZmFrZS1pbWFnZQ=="
+    assert pending["metadata"]["cornerstone_image_status"] == "included"
+
+
+def test_parse_cornerstone_item_page_extracts_locations():
+    parsed = parse_cornerstone_item_page(
+        """
+        <html><head><title>Star Citizen - Food - Whamburger</title><meta property="og:image" content="/img/wham.png"></head>
+        <body><table><tr><td>NAME</td><td>Whamburger</td></tr></table>
+        <img src="https://example.test/extra.png" alt="Whamburger">
+        <table><tr><th>LOCATION</th><th>BASE PRICE</th><th>VERIFIED</th></tr>
+        <tr><td>Stanton - Area18 - Cubby Blast</td><td>9</td><td>2956-01-01</td></tr></table></body></html>
+        """,
+        "https://finder.cstone.test/Search/item-wham",
+    )
+
+    assert parsed["name"] == "Whamburger"
+    assert parsed["locations"][0]["base_price"] == 9
+    assert parsed["media"][0]["url"] == "https://finder.cstone.test/img/wham.png"
+    assert parsed["media"][1]["url"] == "https://example.test/extra.png"
+
+
+@pytest.mark.asyncio
+@respx.mock
+async def test_cornerstone_client_accepts_json_encoded_string_payload():
+    respx.get("https://finder.cstone.space/GetSearch").mock(
+        return_value=Response(
+            200,
+            json='[{"id":"item-1","name":"Abrade Scraper Module","Sold":1}]',
+        )
+    )
+    client = CornerstoneClient("https://finder.cstone.space")
+
+    assert await client.list_items() == [{"id": "item-1", "name": "Abrade Scraper Module", "sold": True}]
+
+
 @pytest.mark.asyncio
 async def test_search_uex_api_index_finds_history_tools():
     registry = ToolRegistry(FakeUEX())

traderai/agent.py

@@ -14,12 +14,17 @@ from traderai.tools import ToolRegistry
 
 SYSTEM_PROMPT = """You are TraderAI, a local assistant for UEX marketplace work.
 Use tools when the user asks about UEX data, open/current listings, active negotiations, unread notifications, messages, offers, or posting ads.
+Use continual plan tools when the user asks for multi-day or recurring marketplace work, such as finding several parts, watching for deals, tracking candidates, or coordinating negotiations over time.
 UEX credentials are configured server-side when available. Never ask the user to provide UEX_SECRET_KEY or UEX_BEARER_TOKEN in chat; call the authenticated UEX tool and only mention credential configuration if the tool returns an authentication error.
 Use the specific UEX tool for the needed endpoint, such as get_uex_commodities_prices or get_uex_vehicles. Use fields, limit, and summary mode so tool results stay compact.
 When the user asks for history, trends, changes over time, or past prices, prefer the summarize_uex_*_history tools when available; use search_uex_api_index(history_only=true) if you need to discover history endpoints.
+Use SCMDB tools when the user asks about Star Citizen missions/contracts, mission rewards, payouts, reputation gains, item rewards, blueprint rewards, or hauling mission cargo. Prefer SCMDB live data unless the user asks for PTU or a specific game version.
+Use Cornerstone tools when the user asks where an item is sold, which shops carry an item, item store locations, in-game item base prices, or Universal Item Finder data.
+When drafting UEX marketplace item posts that need images, use Cornerstone media tools or draft_marketplace_listing_with_cornerstone_image so the pending listing can include UEX image_data sourced from Cornerstone.
 Prefer open and current UEX marketplace information. Do not use historical sale data, completed sale records, or sale/average-history information unless the user explicitly asks for historical sales.
 Treat UEX marketplace prices as in-game aUEC/UEC credits, never real-world dollars, unless the user explicitly says otherwise.
 For marketplace writes, draft the exact pending action and tell the user what will be sent; never claim it was sent until approval succeeds.
+For continual plans, never invent an unknown parts checklist. If the required items cannot be derived from provided details or tools, create the plan in a needs-input state and say what item list is missing.
 When a scheduled wake job fires, always write a concise Inbox-ready result that says what you checked, the key findings, and the suggested next action.
 Keep prices, listing ids, slugs, users, and UEX status codes precise. If data is missing, say what you need next."""
 
@@ -470,7 +475,8 @@ class OllamaAgent:
                 "label": action.label,
                 "method": action.method,
                 "endpoint": action.endpoint,
-                "payload": action.payload,
+                "payload": self.tools._display_payload(action.payload) if hasattr(self.tools, "_display_payload") else action.payload,
+                "metadata": action.metadata or {},
             }
             for action in self.tools.pending_actions.values()
         ]
@@ -514,6 +520,12 @@ class OllamaAgent:
             "summarize_uex_commodity_price_history": "Summarizing commodity price history",
             "summarize_uex_marketplace_price_history": "Summarizing marketplace price history",
             "summarize_uex_currency_index_history": "Summarizing currency index history",
+            "list_scmdb_versions": "Checking SCMDB versions",
+            "search_scmdb_missions": "Searching SCMDB missions",
+            "get_scmdb_mission_rewards": "Fetching SCMDB mission rewards",
+            "search_cornerstone_items": "Searching Cornerstone items",
+            "get_cornerstone_item_locations": "Fetching Cornerstone item locations",
+            "get_cornerstone_item_media": "Fetching Cornerstone item media",
             "uex_api_catalog": "Checking UEX API catalog",
             "uex_get": "Fetching UEX data",
             "uex_draft_post": "Drafting UEX write for approval",
@@ -524,6 +536,7 @@ class OllamaAgent:
             "get_negotiation_messages": "Reading negotiation messages",
             "draft_negotiation_message": "Drafting message for approval",
             "draft_marketplace_listing": "Drafting listing for approval",
+            "draft_marketplace_listing_with_cornerstone_image": "Drafting listing with Cornerstone image",
             "check_uex_notifications": "Checking UEX notifications",
         }
         return labels.get(name, f"Running {name}")

traderai/config.py

@@ -15,6 +15,8 @@ CONFIG_FIELDS: dict[str, dict[str, Any]] = {
     "ollama_model": {"env": "OLLAMA_MODEL", "type": "string", "secret": False},
     "ollama_num_ctx": {"env": "OLLAMA_NUM_CTX", "type": "integer", "secret": False},
     "uex_base_url": {"env": "UEX_BASE_URL", "type": "string", "secret": False},
+    "scmdb_base_url": {"env": "SCMDB_BASE_URL", "type": "string", "secret": False},
+    "cornerstone_base_url": {"env": "CORNERSTONE_BASE_URL", "type": "string", "secret": False},
     "uex_secret_key": {"env": "UEX_SECRET_KEY", "type": "string", "secret": True},
     "uex_bearer_token": {"env": "UEX_BEARER_TOKEN", "type": "string", "secret": True},
     "traderai_user_name": {"env": "TRADERAI_USER_NAME", "type": "string", "secret": False},
@@ -64,6 +66,8 @@ class Settings(BaseSettings):
     ollama_model: str = "qwen3.5:9b"
     ollama_num_ctx: int = 64512
     uex_base_url: str = "https://api.uexcorp.space/2.0"
+    scmdb_base_url: str = "https://scmdb.net"
+    cornerstone_base_url: str = "https://finder.cstone.space"
     uex_secret_key: str | None = Field(default=None)
     uex_bearer_token: str | None = Field(default=None)
     traderai_user_name: str | None = Field(default=None)

traderai/cornerstone_client.py

@@ -0,0 +1,226 @@
+from __future__ import annotations
+
+from html.parser import HTMLParser
+import base64
+import json
+from typing import Any
+from urllib.parse import urljoin
+
+import httpx
+
+
+class CornerstoneError(RuntimeError):
+    pass
+
+
+class CornerstoneClient:
+    def __init__(self, base_url: str = "https://finder.cstone.space") -> None:
+        self.base_url = base_url.rstrip("/")
+        self._items: list[dict[str, Any]] | None = None
+
+    async def list_items(self) -> list[dict[str, Any]]:
+        if self._items is not None:
+            return self._items
+        body = await self._get_json("GetSearch")
+        if isinstance(body, str):
+            body = json.loads(body)
+        if not isinstance(body, list):
+            raise CornerstoneError("Cornerstone search response was not a list.")
+        self._items = [
+            {"id": item.get("id"), "name": item.get("name"), "sold": bool(item.get("Sold"))}
+            for item in body
+            if isinstance(item, dict) and item.get("id") and item.get("name")
+        ]
+        return self._items
+
+    async def get_item_page(self, item_id: str) -> dict[str, Any]:
+        async with httpx.AsyncClient(timeout=30, follow_redirects=True) as client:
+            response = await client.get(
+                f"{self.base_url}/Search/{item_id.strip()}",
+                headers={"Accept": "text/html,application/xhtml+xml"},
+            )
+        if response.status_code >= 400:
+            raise CornerstoneError(f"Cornerstone HTTP {response.status_code}: {response.text[:240]}")
+        return {"url": str(response.url), "html": response.text}
+
+    async def get_image_data(self, url: str, max_bytes: int = 10_000_000) -> dict[str, Any]:
+        async with httpx.AsyncClient(timeout=30, follow_redirects=True) as client:
+            response = await client.get(url, headers={"Accept": "image/png,image/jpeg,image/*"})
+        if response.status_code >= 400:
+            raise CornerstoneError(f"Cornerstone image HTTP {response.status_code}: {response.text[:240]}")
+        content_type = response.headers.get("content-type", "").split(";")[0].strip().casefold()
+        if content_type not in {"image/jpeg", "image/jpg", "image/png"}:
+            raise CornerstoneError(f"Cornerstone image was not JPG or PNG: {content_type or 'unknown content type'}")
+        if len(response.content) > max_bytes:
+            raise CornerstoneError(f"Cornerstone image is larger than {max_bytes} bytes.")
+        return {
+            "url": str(response.url),
+            "content_type": content_type,
+            "size_bytes": len(response.content),
+            "image_data": base64.b64encode(response.content).decode("ascii"),
+        }
+
+    async def _get_json(self, path: str) -> Any:
+        async with httpx.AsyncClient(timeout=30, follow_redirects=True) as client:
+            response = await client.get(f"{self.base_url}/{path.lstrip('/')}", headers={"Accept": "application/json"})
+        try:
+            body = response.json()
+        except ValueError as exc:
+            raise CornerstoneError(f"Cornerstone returned non-JSON response: HTTP {response.status_code}") from exc
+        if response.status_code >= 400:
+            raise CornerstoneError(f"Cornerstone HTTP {response.status_code}: {body}")
+        return body
+
+
+class CornerstonePageParser(HTMLParser):
+    def __init__(self) -> None:
+        super().__init__(convert_charrefs=True)
+        self.title = ""
+        self.tables: list[list[list[str]]] = []
+        self.images: list[dict[str, str]] = []
+        self._skip_depth = 0
+        self._in_title = False
+        self._current_table: list[list[str]] | None = None
+        self._current_row: list[str] | None = None
+        self._current_cell: list[str] | None = None
+
+    def handle_starttag(self, tag: str, attrs: list[tuple[str, str | None]]) -> None:
+        tag = tag.casefold()
+        if tag in {"script", "style"}:
+            self._skip_depth += 1
+            return
+        if self._skip_depth:
+            return
+        if tag == "title":
+            self._in_title = True
+        elif tag == "meta":
+            attr_map = self._attrs(attrs)
+            name = (attr_map.get("property") or attr_map.get("name") or "").casefold()
+            content = attr_map.get("content") or ""
+            if content and name in {"og:image", "twitter:image", "twitter:image:src"}:
+                self.images.append({"url": content, "source": name})
+        elif tag == "link":
+            attr_map = self._attrs(attrs)
+            rel = (attr_map.get("rel") or "").casefold()
+            href = attr_map.get("href") or ""
+            if href and "image_src" in rel:
+                self.images.append({"url": href, "source": "link:image_src"})
+        elif tag == "img":
+            attr_map = self._attrs(attrs)
+            url = attr_map.get("src") or attr_map.get("data-src") or attr_map.get("data-original") or ""
+            if url:
+                self.images.append(
+                    {
+                        "url": url,
+                        "alt": attr_map.get("alt") or "",
+                        "source": "img",
+                    }
+                )
+        elif tag == "table":
+            self._current_table = []
+        elif tag == "tr" and self._current_table is not None:
+            self._current_row = []
+        elif tag in {"td", "th"} and self._current_row is not None:
+            self._current_cell = []
+
+    def handle_endtag(self, tag: str) -> None:
+        tag = tag.casefold()
+        if tag in {"script", "style"} and self._skip_depth:
+            self._skip_depth -= 1
+            return
+        if self._skip_depth:
+            return
+        if tag == "title":
+            self._in_title = False
+        elif tag in {"td", "th"} and self._current_cell is not None and self._current_row is not None:
+            text = " ".join("".join(self._current_cell).split())
+            self._current_row.append(text)
+            self._current_cell = None
+        elif tag == "tr" and self._current_row is not None and self._current_table is not None:
+            if any(cell for cell in self._current_row):
+                self._current_table.append(self._current_row)
+            self._current_row = None
+        elif tag == "table" and self._current_table is not None:
+            if self._current_table:
+                self.tables.append(self._current_table)
+            self._current_table = None
+
+    def handle_data(self, data: str) -> None:
+        if self._skip_depth:
+            return
+        if self._in_title:
+            self.title += data
+        if self._current_cell is not None:
+            self._current_cell.append(data)
+
+    @staticmethod
+    def _attrs(attrs: list[tuple[str, str | None]]) -> dict[str, str]:
+        return {key.casefold(): value or "" for key, value in attrs}
+
+
+def parse_cornerstone_item_page(html: str, page_url: str | None = None) -> dict[str, Any]:
+    parser = CornerstonePageParser()
+    parser.feed(html)
+    info: dict[str, Any] = {"page_title": " ".join(parser.title.split())}
+    general: dict[str, str] = {}
+    locations = []
+
+    for table in parser.tables:
+        if not table:
+            continue
+        header = [cell.casefold() for cell in table[0]]
+        if len(header) >= 3 and "location" in header[0] and "price" in header[1] and "verified" in header[2]:
+            for row in table[1:]:
+                if len(row) < 3:
+                    continue
+                locations.append(
+                    {
+                        "location": row[0],
+                        "base_price": _parse_cornerstone_price(row[1]),
+                        "base_price_display": row[1],
+                        "verified": row[2],
+                    }
+                )
+        elif all(len(row) >= 2 for row in table):
+            for row in table:
+                key = row[0].strip().lower().replace(" ", "_")
+                value = row[1].strip()
+                if key and value and key not in general:
+                    general[key] = value
+
+    info["name"] = general.get("name") or _name_from_title(info["page_title"])
+    media = _dedupe_media(parser.images, page_url)
+    if media:
+        info["media"] = media
+    if general:
+        info["general"] = general
+    info["locations"] = locations
+    return info
+
+
+def _parse_cornerstone_price(value: str) -> int | None:
+    digits = "".join(char for char in value if char.isdigit())
+    return int(digits) if digits else None
+
+
+def _name_from_title(title: str) -> str | None:
+    if " - " not in title:
+        return title or None
+    return title.rsplit(" - ", 1)[-1].strip() or None
+
+
+def _dedupe_media(images: list[dict[str, str]], page_url: str | None = None) -> list[dict[str, str]]:
+    media = []
+    seen = set()
+    for image in images:
+        raw_url = (image.get("url") or "").strip()
+        if not raw_url or raw_url.startswith("data:"):
+            continue
+        url = urljoin(page_url or "", raw_url)
+        if url in seen:
+            continue
+        seen.add(url)
+        item = dict(image)
+        item["url"] = url
+        media.append(item)
+    return media

traderai/plans.py

@@ -0,0 +1,590 @@
+from __future__ import annotations
+
+import json
+import uuid
+from typing import Any
+
+from traderai.memory import MemoryStore, iso_now
+
+
+DEFAULT_PLAN_CADENCE = "0 */6 * * *"
+
+
+class ContinualPlanStore:
+    def __init__(self, memory: MemoryStore) -> None:
+        self.memory = memory
+        self._init_db()
+
+    def _init_db(self) -> None:
+        with self.memory._connect() as db:
+            db.executescript(
+                """
+                CREATE TABLE IF NOT EXISTS continual_plans (
+                    id TEXT PRIMARY KEY,
+                    title TEXT NOT NULL,
+                    kind TEXT NOT NULL,
+                    status TEXT NOT NULL,
+                    objective TEXT NOT NULL,
+                    constraints TEXT NOT NULL DEFAULT '{}',
+                    cadence TEXT NOT NULL,
+                    next_run_at TEXT,
+                    last_run_at TEXT,
+                    created_at TEXT NOT NULL,
+                    updated_at TEXT NOT NULL
+                );
+
+                CREATE TABLE IF NOT EXISTS continual_plan_items (
+                    id INTEGER PRIMARY KEY AUTOINCREMENT,
+                    plan_id TEXT NOT NULL,
+                    item_name TEXT NOT NULL,
+                    desired_quantity INTEGER NOT NULL DEFAULT 1,
+                    max_unit_price REAL,
+                    status TEXT NOT NULL DEFAULT 'active',
+                    acquired_quantity INTEGER NOT NULL DEFAULT 0,
+                    metadata TEXT NOT NULL DEFAULT '{}',
+                    created_at TEXT NOT NULL,
+                    updated_at TEXT NOT NULL
+                );
+
+                CREATE TABLE IF NOT EXISTS continual_plan_candidates (
+                    id INTEGER PRIMARY KEY AUTOINCREMENT,
+                    plan_id TEXT NOT NULL,
+                    plan_item_id INTEGER NOT NULL,
+                    listing_id TEXT,
+                    listing_slug TEXT,
+                    title TEXT,
+                    seller TEXT,
+                    price REAL,
+                    currency TEXT,
+                    stock INTEGER,
+                    location TEXT,
+                    score REAL,
+                    first_seen_at TEXT NOT NULL,
+                    last_seen_at TEXT NOT NULL,
+                    status TEXT NOT NULL DEFAULT 'current',
+                    metadata TEXT NOT NULL DEFAULT '{}',
+                    UNIQUE(plan_item_id, listing_id)
+                );
+
+                CREATE TABLE IF NOT EXISTS continual_plan_events (
+                    id INTEGER PRIMARY KEY AUTOINCREMENT,
+                    plan_id TEXT NOT NULL,
+                    kind TEXT NOT NULL,
+                    message TEXT NOT NULL,
+                    metadata TEXT NOT NULL DEFAULT '{}',
+                    created_at TEXT NOT NULL
+                );
+
+                CREATE TABLE IF NOT EXISTS continual_plan_negotiations (
+                    id INTEGER PRIMARY KEY AUTOINCREMENT,
+                    plan_id TEXT NOT NULL,
+                    plan_item_id INTEGER,
+                    candidate_id INTEGER,
+                    listing_id TEXT,
+                    listing_slug TEXT,
+                    negotiation_id TEXT,
+                    negotiation_hash TEXT,
+                    status TEXT NOT NULL DEFAULT 'drafted',
+                    created_at TEXT NOT NULL,
+                    updated_at TEXT NOT NULL
+                );
+                """
+            )
+
+    def create_plan(
+        self,
+        title: str,
+        kind: str = "buying",
+        objective: str = "",
+        items: list[dict[str, Any]] | None = None,
+        constraints: dict[str, Any] | None = None,
+        cadence: str | None = None,
+        status: str | None = None,
+    ) -> dict[str, Any]:
+        clean_items = [item for item in (items or []) if str(item.get("item_name") or item.get("name") or "").strip()]
+        plan_id = f"plan-{uuid.uuid4()}"
+        now = iso_now()
+        clean_kind = (kind.strip() or "buying").casefold()
+        resolved_status = status or ("needs_input" if clean_kind == "buying" and not clean_items else "active")
+        with self.memory._connect() as db:
+            db.execute(
+                """
+                INSERT INTO continual_plans(id, title, kind, status, objective, constraints, cadence, created_at, updated_at)
+                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)
+                """,
+                (
+                    plan_id,
+                    title.strip() or "Continual plan",
+                    clean_kind,
+                    resolved_status,
+                    objective.strip() or title.strip(),
+                    json.dumps(constraints or {}),
+                    (cadence or DEFAULT_PLAN_CADENCE).strip() or DEFAULT_PLAN_CADENCE,
+                    now,
+                    now,
+                ),
+            )
+            for item in clean_items:
+                db.execute(
+                    """
+                    INSERT INTO continual_plan_items(
+                        plan_id, item_name, desired_quantity, max_unit_price, status,
+                        acquired_quantity, metadata, created_at, updated_at
+                    )
+                    VALUES (?, ?, ?, ?, 'active', ?, ?, ?, ?)
+                    """,
+                    (
+                        plan_id,
+                        str(item.get("item_name") or item.get("name")).strip(),
+                        max(1, int(item.get("desired_quantity") or item.get("quantity") or 1)),
+                        item.get("max_unit_price"),
+                        max(0, int(item.get("acquired_quantity") or 0)),
+                        json.dumps(item.get("metadata") or {}),
+                        now,
+                        now,
+                    ),
+                )
+        if clean_kind == "buying" and not clean_items:
+            self.add_event(plan_id, "needs_input", "Created plan, but no item checklist was provided. Add the required parts before it can run.")
+        elif clean_items:
+            self.add_event(plan_id, "created", f"Created continual {clean_kind} plan with {len(clean_items)} checklist item(s).")
+        else:
+            self.add_event(plan_id, "created", f"Created continual {clean_kind} plan.")
+        return self.get_plan(plan_id) or {}
+
+    def list_plans(self, include_inactive: bool = True) -> list[dict[str, Any]]:
+        where = "" if include_inactive else "WHERE status = 'active'"
+        with self.memory._connect() as db:
+            rows = db.execute(
+                f"""
+                SELECT *
+                FROM continual_plans
+                {where}
+                ORDER BY
+                    CASE status WHEN 'active' THEN 0 WHEN 'needs_input' THEN 1 WHEN 'paused' THEN 2 ELSE 3 END,
+                    updated_at DESC
+                """
+            ).fetchall()
+        return [self._plan_row(row) for row in rows]
+
+    def get_plan(self, plan_id: str) -> dict[str, Any] | None:
+        with self.memory._connect() as db:
+            plan = db.execute("SELECT * FROM continual_plans WHERE id = ?", (plan_id,)).fetchone()
+        if not plan:
+            return None
+        data = self._plan_row(plan)
+        data["items"] = self.list_items(plan_id)
+        data["candidates"] = self.list_candidates(plan_id)
+        data["negotiations"] = self.list_negotiations(plan_id)
+        data["events"] = self.list_events(plan_id)
+        return data
+
+    def list_items(self, plan_id: str) -> list[dict[str, Any]]:
+        with self.memory._connect() as db:
+            rows = db.execute(
+                "SELECT * FROM continual_plan_items WHERE plan_id = ? ORDER BY id",
+                (plan_id,),
+            ).fetchall()
+        return [self._json_row(row, "metadata") for row in rows]
+
+    def list_candidates(self, plan_id: str, limit: int = 100) -> list[dict[str, Any]]:
+        with self.memory._connect() as db:
+            rows = db.execute(
+                """
+                SELECT *
+                FROM continual_plan_candidates
+                WHERE plan_id = ?
+                ORDER BY status = 'current' DESC, score DESC, last_seen_at DESC
+                LIMIT ?
+                """,
+                (plan_id, limit),
+            ).fetchall()
+        return [self._json_row(row, "metadata") for row in rows]
+
+    def list_events(self, plan_id: str, limit: int = 50) -> list[dict[str, Any]]:
+        with self.memory._connect() as db:
+            rows = db.execute(
+                """
+                SELECT *
+                FROM continual_plan_events
+                WHERE plan_id = ?
+                ORDER BY id DESC
+                LIMIT ?
+                """,
+                (plan_id, limit),
+            ).fetchall()
+        return [self._json_row(row, "metadata") for row in rows]
+
+    def list_negotiations(self, plan_id: str) -> list[dict[str, Any]]:
+        with self.memory._connect() as db:
+            rows = db.execute(
+                "SELECT * FROM continual_plan_negotiations WHERE plan_id = ? ORDER BY updated_at DESC",
+                (plan_id,),
+            ).fetchall()
+        return [dict(row) for row in rows]
+
+    def set_status(self, plan_id: str, status: str) -> dict[str, Any] | None:
+        with self.memory._connect() as db:
+            db.execute(
+                "UPDATE continual_plans SET status = ?, updated_at = ? WHERE id = ?",
+                (status, iso_now(), plan_id),
+            )
+        self.add_event(plan_id, status, f"Plan status changed to {status}.")
+        return self.get_plan(plan_id)
+
+    def add_event(self, plan_id: str, kind: str, message: str, metadata: dict[str, Any] | None = None) -> dict[str, Any]:
+        now = iso_now()
+        with self.memory._connect() as db:
+            cursor = db.execute(
+                """
+                INSERT INTO continual_plan_events(plan_id, kind, message, metadata, created_at)
+                VALUES (?, ?, ?, ?, ?)
+                """,
+                (plan_id, kind, message, json.dumps(metadata or {}), now),
+            )
+        return {"id": cursor.lastrowid, "plan_id": plan_id, "kind": kind, "message": message, "created_at": now}
+
+    def update_schedule(self, plan_id: str, next_run_at: str | None = None, last_run_at: str | None = None) -> None:
+        fields = ["next_run_at = ?", "updated_at = ?"]
+        values: list[Any] = [next_run_at, iso_now()]
+        if last_run_at is not None:
+            fields.insert(1, "last_run_at = ?")
+            values.insert(1, last_run_at)
+        values.append(plan_id)
+        with self.memory._connect() as db:
+            db.execute(f"UPDATE continual_plans SET {', '.join(fields)} WHERE id = ?", values)
+
+    def upsert_candidate(self, plan_id: str, plan_item_id: int, listing: dict[str, Any], score: float) -> dict[str, Any]:
+        now = iso_now()
+        listing_id = str(listing.get("id") or listing.get("listing_id") or listing.get("slug") or uuid.uuid4())
+        metadata = dict(listing)
+        with self.memory._connect() as db:
+            db.execute(
+                """
+                INSERT INTO continual_plan_candidates(
+                    plan_id, plan_item_id, listing_id, listing_slug, title, seller, price, currency,
+                    stock, location, score, first_seen_at, last_seen_at, status, metadata
+                )
+                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, 'current', ?)
+                ON CONFLICT(plan_item_id, listing_id) DO UPDATE SET
+                    listing_slug=excluded.listing_slug,
+                    title=excluded.title,
+                    seller=excluded.seller,
+                    price=excluded.price,
+                    currency=excluded.currency,
+                    stock=excluded.stock,
+                    location=excluded.location,
+                    score=excluded.score,
+                    last_seen_at=excluded.last_seen_at,
+                    status='current',
+                    metadata=excluded.metadata
+                """,
+                (
+                    plan_id,
+                    plan_item_id,
+                    listing_id,
+                    listing.get("slug"),
+                    listing.get("title"),
+                    listing.get("advertiser") or listing.get("user_username") or listing.get("seller"),
+                    listing.get("price"),
+                    listing.get("currency"),
+                    listing.get("in_stock") or listing.get("stock"),
+                    listing.get("location"),
+                    score,
+                    now,
+                    now,
+                    json.dumps(metadata),
+                ),
+            )
+            row = db.execute(
+                "SELECT * FROM continual_plan_candidates WHERE plan_item_id = ? AND listing_id = ?",
+                (plan_item_id, listing_id),
+            ).fetchone()
+        return self._json_row(row, "metadata")
+
+    def mark_stale_candidates(self, plan_item_id: int, seen_listing_ids: set[str]) -> int:
+        with self.memory._connect() as db:
+            rows = db.execute(
+                "SELECT id, listing_id FROM continual_plan_candidates WHERE plan_item_id = ? AND status = 'current'",
+                (plan_item_id,),
+            ).fetchall()
+            stale_ids = [row["id"] for row in rows if str(row["listing_id"]) not in seen_listing_ids]
+            if stale_ids:
+                placeholders = ",".join("?" for _ in stale_ids)
+                db.execute(
+                    f"UPDATE continual_plan_candidates SET status = 'stale', last_seen_at = ? WHERE id IN ({placeholders})",
+                    (iso_now(), *stale_ids),
+                )
+        return len(stale_ids)
+
+    def mark_candidate_drafted(self, candidate_id: int) -> None:
+        with self.memory._connect() as db:
+            db.execute("UPDATE continual_plan_candidates SET status = 'drafted', last_seen_at = ? WHERE id = ?", (iso_now(), candidate_id))
+
+    def add_negotiation(self, plan_id: str, plan_item_id: int | None, candidate_id: int | None, metadata: dict[str, Any]) -> dict[str, Any]:
+        now = iso_now()
+        with self.memory._connect() as db:
+            cursor = db.execute(
+                """
+                INSERT INTO continual_plan_negotiations(
+                    plan_id, plan_item_id, candidate_id, listing_id, listing_slug,
+                    negotiation_id, negotiation_hash, status, created_at, updated_at
+                )
+                VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+                """,
+                (
+                    plan_id,
+                    plan_item_id,
+                    candidate_id,
+                    metadata.get("listing_id"),
+                    metadata.get("listing_slug"),
+                    metadata.get("id_negotiation"),
+                    metadata.get("hash"),
+                    metadata.get("status") or "drafted",
+                    now,
+                    now,
+                ),
+            )
+            row = db.execute("SELECT * FROM continual_plan_negotiations WHERE id = ?", (cursor.lastrowid,)).fetchone()
+        return dict(row)
+
+    def has_negotiation_for_candidate(self, plan_id: str, plan_item_id: int, candidate: dict[str, Any]) -> bool:
+        with self.memory._connect() as db:
+            row = db.execute(
+                """
+                SELECT id
+                FROM continual_plan_negotiations
+                WHERE plan_id = ?
+                  AND plan_item_id = ?
+                  AND (
+                    candidate_id = ?
+                    OR (listing_id IS NOT NULL AND listing_id = ?)
+                    OR (listing_slug IS NOT NULL AND listing_slug = ?)
+                  )
+                LIMIT 1
+                """,
+                (
+                    plan_id,
+                    plan_item_id,
+                    candidate.get("id"),
+                    candidate.get("listing_id"),
+                    candidate.get("listing_slug"),
+                ),
+            ).fetchone()
+        return row is not None
+
+    @staticmethod
+    def _json_row(row: Any, *json_fields: str) -> dict[str, Any]:
+        data = dict(row)
+        for field in json_fields:
+            try:
+                data[field] = json.loads(data.get(field) or "{}")
+            except (TypeError, json.JSONDecodeError):
+                data[field] = {}
+        return data
+
+    @classmethod
+    def _plan_row(cls, row: Any) -> dict[str, Any]:
+        return cls._json_row(row, "constraints")
+
+
+class ContinualPlanRunner:
+    def __init__(self, store: ContinualPlanStore, tools: Any, memory: MemoryStore, agent: Any | None = None) -> None:
+        self.store = store
+        self.tools = tools
+        self.memory = memory
+        self.agent = agent
+
+    def bind_agent(self, agent: Any) -> None:
+        self.agent = agent
+
+    async def run_plan(self, plan_id: str) -> dict[str, Any]:
+        plan = self.store.get_plan(plan_id)
+        if not plan:
+            return {"error": f"Plan not found: {plan_id}"}
+        if plan["status"] != "active":
+            message = f"Skipped {plan['title']} because status is {plan['status']}."
+            self.store.add_event(plan_id, "skipped", message)
+            return {"status": "skipped", "summary": message, "plan": self.store.get_plan(plan_id)}
+        try:
+            if plan["kind"] == "buying":
+                result = await self._run_buying_plan(plan)
+            else:
+                result = await self._run_agent_plan(plan)
+            self.store.update_schedule(plan_id, plan.get("next_run_at"), last_run_at=iso_now())
+            self.memory.add_outbox(result["summary"])
+            return {**result, "plan": self.store.get_plan(plan_id)}
+        except Exception as exc:
+            message = f"Continual plan failed: {exc}"
+            self.store.add_event(plan_id, "error", message)
+            self.memory.add_outbox(f"{plan['title']}: {message}")
+            self.store.update_schedule(plan_id, plan.get("next_run_at"), last_run_at=iso_now())
+            return {"error": str(exc), "summary": message, "plan": self.store.get_plan(plan_id)}
+
+    async def _run_agent_plan(self, plan: dict[str, Any]) -> dict[str, Any]:
+        if self.agent is None:
+            raise RuntimeError("No agent is bound to run generic continual plans.")
+        prompt = self._agent_plan_prompt(plan)
+        response = await self.agent.generate_wake_response(prompt)
+        summary = f"{plan['title']}: {response}"
+        self.store.add_event(plan["id"], "run", "Ran generic continual plan through the agent.", {"response": response})
+        return {"status": "ok", "summary": summary, "checked": 0, "drafted": 0}
+
+    async def _run_buying_plan(self, plan: dict[str, Any]) -> dict[str, Any]:
+        items = [item for item in plan.get("items") or [] if item.get("status") != "acquired"]
+        if not items:
+            self.store.set_status(plan["id"], "completed")
+            summary = f"{plan['title']}: all checklist items are marked acquired."
+            return {"status": "completed", "summary": summary, "drafted": 0, "checked": 0}
+
+        checked = 0
+        drafted = 0
+        best_lines = []
+        constraints = plan.get("constraints") or {}
+        excluded_sellers = {str(value).casefold() for value in constraints.get("excluded_sellers") or []}
+        preferred_locations = [str(value).casefold() for value in constraints.get("preferred_locations") or []]
+
+        for item in items:
+            response = await self.tools.search_marketplace_listings(
+                query=item["item_name"],
+                operation="sell",
+                type="item",
+                limit=25,
+            )
+            listings = response.get("listings") or response.get("data") or []
+            seen: set[str] = set()
+            candidates = []
+            for listing in listings:
+                if not isinstance(listing, dict):
+                    continue
+                listing_id = str(listing.get("id") or listing.get("slug") or "")
+                if listing_id:
+                    seen.add(listing_id)
+                if str(listing.get("advertiser") or listing.get("seller") or "").casefold() in excluded_sellers:
+                    continue
+                score = self._candidate_score(listing, item, preferred_locations)
+                candidate = self.store.upsert_candidate(plan["id"], int(item["id"]), listing, score)
+                candidates.append(candidate)
+            stale = self.store.mark_stale_candidates(int(item["id"]), seen)
+            checked += 1
+            current_candidates = [candidate for candidate in candidates if candidate.get("status") == "current"]
+            current_candidates.sort(key=lambda candidate: (-float(candidate.get("score") or 0), float(candidate.get("price") or 10**18)))
+            best = current_candidates[0] if current_candidates else None
+            if not best:
+                best_lines.append(f"{item['item_name']}: no active matching sell listings found.")
+                self.store.add_event(plan["id"], "search", f"{item['item_name']}: no active candidates found.", {"stale": stale})
+                continue
+
+            best_lines.append(
+                f"{item['item_name']}: best candidate is {best.get('title') or best.get('listing_slug')} "
+                f"at {self._format_price(best.get('price'), best.get('currency'))} from {best.get('seller') or 'unknown seller'}."
+            )
+            self.store.add_event(
+                plan["id"],
+                "search",
+                f"{item['item_name']}: found {len(current_candidates)} current candidate(s); {stale} stale candidate(s) marked.",
+                {"best_candidate_id": best.get("id")},
+            )
+
+            if self.store.has_negotiation_for_candidate(plan["id"], int(item["id"]), best) or not self._within_budget(best, item, constraints):
+                continue
+            draft = await self._draft_buying_message(plan, item, best)
+            if "pending_action" in draft:
+                drafted += 1
+                self.store.mark_candidate_drafted(int(best["id"]))
+                self.store.add_negotiation(
+                    plan["id"],
+                    int(item["id"]),
+                    int(best["id"]),
+                    {
+                        "listing_id": best.get("listing_id"),
+                        "listing_slug": best.get("listing_slug"),
+                        "status": "drafted",
+                    },
+                )
+                self.store.add_event(
+                    plan["id"],
+                    "draft",
+                    f"Drafted negotiation opener for {item['item_name']} candidate {best.get('listing_id')}.",
+                    {"pending_action_id": draft["pending_action"].get("id"), "candidate_id": best.get("id")},
+                )
+
+        summary = f"{plan['title']}: checked {checked} item(s). " + " ".join(best_lines[:4])
+        if drafted:
+            summary += f" Drafted {drafted} negotiation message(s) for approval."
+        self.store.add_event(plan["id"], "run", summary, {"checked": checked, "drafted": drafted})
+        return {"status": "ok", "summary": summary, "checked": checked, "drafted": drafted}
+
+    async def _draft_buying_message(self, plan: dict[str, Any], item: dict[str, Any], candidate: dict[str, Any]) -> dict[str, Any]:
+        tone = (plan.get("constraints") or {}).get("message_tone") or "polite and concise"
+        message = (
+            f"Hi, I am interested in your {candidate.get('title') or item['item_name']} listing "
+            f"for {self._format_price(candidate.get('price'), candidate.get('currency'))}. "
+            f"Is it still available? I am trying to complete: {plan['objective']}. "
+            f"Tone note: {tone}."
+        )
+        return await self.tools.draft_negotiation_message(
+            message=message,
+            id_listing=self._int_or_none(candidate.get("listing_id")),
+            plan_id=plan["id"],
+            plan_item_id=int(item["id"]),
+            candidate_id=int(candidate["id"]),
+            listing_slug=candidate.get("listing_slug"),
+        )
+
+    @staticmethod
+    def _candidate_score(listing: dict[str, Any], item: dict[str, Any], preferred_locations: list[str]) -> float:
+        price = float(listing.get("price") or 10**12)
+        max_price = item.get("max_unit_price")
+        budget_bonus = 40.0 if max_price and price <= float(max_price) else 0.0
+        stock = float(listing.get("in_stock") or listing.get("stock") or 1)
+        location = str(listing.get("location") or "").casefold()
+        location_bonus = 8.0 if preferred_locations and any(place in location for place in preferred_locations) else 0.0
+        return round(max(0.0, 50.0 - (price / 10_000_000.0)) + min(stock, 20.0) + budget_bonus + location_bonus, 4)
+
+    @staticmethod
+    def _within_budget(candidate: dict[str, Any], item: dict[str, Any], constraints: dict[str, Any]) -> bool:
+        price = candidate.get("price")
+        if price is None:
+            return False
+        max_price = item.get("max_unit_price") or constraints.get("max_unit_price")
+        return max_price is None or float(price) <= float(max_price)
+
+    @staticmethod
+    def _format_price(price: Any, currency: Any) -> str:
+        if isinstance(price, (int, float)):
+            return f"{price:,.0f} {currency or 'UEC'}"
+        return f"unknown price {currency or 'UEC'}"
+
+    @staticmethod
+    def _int_or_none(value: Any) -> int | None:
+        try:
+            return int(value)
+        except (TypeError, ValueError):
+            return None
+
+    @staticmethod
+    def _agent_plan_prompt(plan: dict[str, Any]) -> str:
+        recent_events = [
+            {
+                "kind": event.get("kind"),
+                "message": event.get("message"),
+                "created_at": event.get("created_at"),
+            }
+            for event in (plan.get("events") or [])[:8]
+        ]
+        payload = {
+            "plan_id": plan.get("id"),
+            "title": plan.get("title"),
+            "kind": plan.get("kind"),
+            "objective": plan.get("objective"),
+            "constraints": plan.get("constraints") or {},
+            "items": plan.get("items") or [],
+            "recent_events": recent_events,
+        }
+        return (
+            "Continual plan wake run. Continue this durable plan and write an Inbox-ready summary. "
+            "Use tools as needed. For any account-affecting marketplace write, only draft a pending action for approval. "
+            "Do not claim a message, offer, listing, or negotiation was sent unless an approved action result says it was sent. "
+            f"Plan JSON: {json.dumps(payload, ensure_ascii=True)}"
+        )

traderai/scheduler.py

@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from datetime import datetime
+from datetime import datetime, timedelta
 from typing import Any
 from uuid import uuid4
 
@@ -10,7 +10,7 @@ from apscheduler.triggers.date import DateTrigger
 from apscheduler.triggers.interval import IntervalTrigger
 from tzlocal import get_localzone
 
-from traderai.memory import MemoryStore, iso_now, time_since
+from traderai.memory import MemoryStore, iso_now, parse_iso, time_since, utc_now
 
 
 UEX_NOTIFICATION_JOB_ID = "uex-notification-poll"
@@ -22,11 +22,15 @@ class WakeScheduler:
         self.scheduler = AsyncIOScheduler(timezone=get_localzone())
         self.agent = None
         self.uex = None
+        self.plan_runner = None
         self.notification_poll_seconds = 60
 
     def bind_agent(self, agent: Any) -> None:
         self.agent = agent
 
+    def bind_plan_runner(self, plan_runner: Any) -> None:
+        self.plan_runner = plan_runner
+
     def bind_uex_notifications(self, uex: Any, poll_seconds: int = 60) -> None:
         self.uex = uex
         self.notification_poll_seconds = max(15, poll_seconds)
@@ -37,6 +41,9 @@ class WakeScheduler:
         self._schedule_notification_poll()
         for job in self.memory.list_jobs():
             self._schedule_existing(job)
+        if self.plan_runner is not None:
+            for plan in self.plan_runner.store.list_plans(include_inactive=False):
+                self.schedule_plan(plan)
 
     def shutdown(self) -> None:
         if self.scheduler.running:
@@ -59,6 +66,70 @@ class WakeScheduler:
     def list_jobs(self) -> list[dict[str, Any]]:
         return self.memory.list_jobs()
 
+    def schedule_plan(self, plan: dict[str, Any]) -> dict[str, Any]:
+        if self.plan_runner is None or plan.get("status") != "active":
+            return plan
+        job_id = self._plan_job_id(plan["id"])
+        previous_next_run = plan.get("next_run_at")
+        trigger = CronTrigger.from_crontab(plan.get("cadence") or "0 */6 * * *")
+        self.scheduler.add_job(self._run_plan, trigger=trigger, id=job_id, args=[plan["id"]], replace_existing=True)
+        job = self.scheduler.get_job(job_id)
+        next_run = job.next_run_time if job else None
+        self.plan_runner.store.update_schedule(plan["id"], next_run.isoformat() if next_run else None)
+        if self._plan_is_overdue(previous_next_run):
+            catchup_id = self._plan_catchup_job_id(plan["id"])
+            self.scheduler.add_job(
+                self._run_plan,
+                trigger=DateTrigger(run_date=datetime.now() + timedelta(seconds=5)),
+                id=catchup_id,
+                args=[plan["id"]],
+                replace_existing=True,
+            )
+            self.plan_runner.store.add_event(
+                plan["id"],
+                "catchup_scheduled",
+                "Plan was overdue while the app was closed, so a one-time catch-up run was scheduled after startup.",
+                {"previous_next_run_at": previous_next_run},
+            )
+        return self.plan_runner.store.get_plan(plan["id"]) or plan
+
+    def unschedule_plan(self, plan_id: str) -> None:
+        job_id = self._plan_job_id(plan_id)
+        if self.scheduler.get_job(job_id):
+            self.scheduler.remove_job(job_id)
+        catchup_id = self._plan_catchup_job_id(plan_id)
+        if self.scheduler.get_job(catchup_id):
+            self.scheduler.remove_job(catchup_id)
+        if self.plan_runner is not None:
+            self.plan_runner.store.update_schedule(plan_id, None)
+
+    async def _run_plan(self, plan_id: str) -> None:
+        if self.plan_runner is None:
+            return
+        result = await self.plan_runner.run_plan(plan_id)
+        plan = result.get("plan") or self.plan_runner.store.get_plan(plan_id)
+        if plan and plan.get("status") == "active":
+            job = self.scheduler.get_job(self._plan_job_id(plan_id))
+            next_run = job.next_run_time if job else None
+            self.plan_runner.store.update_schedule(plan_id, next_run.isoformat() if next_run else None)
+
+    @staticmethod
+    def _plan_job_id(plan_id: str) -> str:
+        return f"continual-{plan_id}"
+
+    @staticmethod
+    def _plan_catchup_job_id(plan_id: str) -> str:
+        return f"continual-catchup-{plan_id}"
+
+    @staticmethod
+    def _plan_is_overdue(next_run_at: str | None) -> bool:
+        if not next_run_at:
+            return False
+        try:
+            return parse_iso(next_run_at) <= utc_now()
+        except ValueError:
+            return False
+
     def _schedule_existing(self, job: dict[str, Any]) -> None:
         if job["trigger_type"] == "cron":
             trigger = CronTrigger.from_crontab(job["trigger_value"])

traderai/scmdb_client.py

@@ -0,0 +1,73 @@
+from __future__ import annotations
+
+from typing import Any
+
+import httpx
+
+
+class SCMDBError(RuntimeError):
+    pass
+
+
+class SCMDBClient:
+    def __init__(self, base_url: str = "https://scmdb.net") -> None:
+        self.base_url = base_url.rstrip("/")
+        self._versions: list[dict[str, Any]] | None = None
+        self._data_cache: dict[str, dict[str, Any]] = {}
+
+    async def list_versions(self) -> list[dict[str, Any]]:
+        if self._versions is not None:
+            return self._versions
+        body = await self._get_json("data/versions.json")
+        if not isinstance(body, list):
+            raise SCMDBError("SCMDB versions response was not a list.")
+        self._versions = [
+            item
+            for item in body
+            if isinstance(item, dict) and item.get("version") and item.get("file")
+        ]
+        return self._versions
+
+    async def get_data(self, version: str | None = None, channel: str = "live") -> dict[str, Any]:
+        selected = await self.resolve_version(version=version, channel=channel)
+        cache_key = str(selected["version"])
+        if cache_key not in self._data_cache:
+            body = await self._get_json(f"data/{selected['file']}")
+            if not isinstance(body, dict):
+                raise SCMDBError(f"SCMDB data for {cache_key} was not an object.")
+            self._data_cache[cache_key] = body
+        return self._data_cache[cache_key]
+
+    async def resolve_version(self, version: str | None = None, channel: str = "live") -> dict[str, Any]:
+        versions = await self.list_versions()
+        if not versions:
+            raise SCMDBError("SCMDB did not return any data versions.")
+
+        if version:
+            needle = version.casefold().strip()
+            for item in versions:
+                item_version = str(item["version"])
+                if item_version.casefold() == needle or needle in item_version.casefold():
+                    return item
+            raise SCMDBError(f"SCMDB version not found: {version}")
+
+        channel = (channel or "live").casefold().strip()
+        if channel in {"latest", "any", "all"}:
+            return versions[0]
+        if channel not in {"live", "ptu"}:
+            raise SCMDBError("SCMDB channel must be live, ptu, or latest.")
+        for item in versions:
+            if f"-{channel}." in str(item["version"]).casefold():
+                return item
+        return versions[0]
+
+    async def _get_json(self, path: str) -> Any:
+        async with httpx.AsyncClient(timeout=30, follow_redirects=True) as client:
+            response = await client.get(f"{self.base_url}/{path.lstrip('/')}", headers={"Accept": "application/json"})
+        try:
+            body = response.json()
+        except ValueError as exc:
+            raise SCMDBError(f"SCMDB returned non-JSON response: HTTP {response.status_code}") from exc
+        if response.status_code >= 400:
+            raise SCMDBError(f"SCMDB HTTP {response.status_code}: {body}")
+        return body

traderai/server.py

@@ -21,8 +21,11 @@ from pydantic import BaseModel
 from traderai.agent import OllamaAgent, OllamaUnavailable
 from traderai.config import save_settings, settings_payload
 from traderai.config import get_settings
+from traderai.cornerstone_client import CornerstoneClient
 from traderai.memory import DEFAULT_THREAD_ID, MemoryStore
+from traderai.plans import ContinualPlanRunner, ContinualPlanStore
 from traderai.scheduler import WakeScheduler
+from traderai.scmdb_client import SCMDBClient
 from traderai.tools import ToolRegistry
 from traderai.uex_client import UEXClient
 from traderai.version import RELEASES_API_URL, RELEASES_URL, __version__
@@ -58,6 +61,27 @@ class ClearMemoryRequest(BaseModel):
     include_outbox: bool = True
 
 
+class ContinualPlanItemRequest(BaseModel):
+    item_name: str
+    desired_quantity: int = 1
+    max_unit_price: float | None = None
+
+
+class ContinualPlanCreateRequest(BaseModel):
+    title: str
+    objective: str
+    kind: str = "buying"
+    cadence: str | None = None
+    constraints: dict[str, Any] = {}
+    items: list[ContinualPlanItemRequest] = []
+
+
+class ContinualPlanEventRequest(BaseModel):
+    kind: str = "note"
+    message: str
+    metadata: dict[str, Any] = {}
+
+
 class ConfigUpdateRequest(BaseModel):
     values: dict
 
@@ -73,9 +97,22 @@ UPDATE_ASSET_NAME = "TraderAI.exe"
 def create_app() -> FastAPI:
     settings = get_settings()
     memory = MemoryStore(settings.traderai_memory_path)
+    plan_store = ContinualPlanStore(memory)
     scheduler = WakeScheduler(memory)
     uex = UEXClient(settings.uex_base_url, settings.uex_secret_key, settings.uex_bearer_token)
-    tools = ToolRegistry(uex, settings.require_write_approval, memory=memory, scheduler=scheduler)
+    scmdb = SCMDBClient(settings.scmdb_base_url)
+    cornerstone = CornerstoneClient(settings.cornerstone_base_url)
+    tools = ToolRegistry(
+        uex,
+        settings.require_write_approval,
+        memory=memory,
+        scheduler=scheduler,
+        scmdb=scmdb,
+        cornerstone=cornerstone,
+        plan_store=plan_store,
+    )
+    plan_runner = ContinualPlanRunner(plan_store, tools, memory)
+    tools.plan_runner = plan_runner
     agent = OllamaAgent(
         settings.ollama_base_url,
         settings.ollama_model,
@@ -84,7 +121,9 @@ def create_app() -> FastAPI:
         user_name=settings.traderai_user_name,
         num_ctx=settings.ollama_num_ctx,
     )
+    plan_runner.bind_agent(agent)
     scheduler.bind_agent(agent)
+    scheduler.bind_plan_runner(plan_runner)
     scheduler.bind_uex_notifications(uex, settings.uex_notification_poll_seconds)
 
     app = FastAPI(title="TraderAI")
@@ -337,6 +376,66 @@ def create_app() -> FastAPI:
     async def wake_jobs() -> dict:
         return {"scheduled_jobs": scheduler.list_jobs()}
 
+    @app.get("/api/plans")
+    async def continual_plans(include_inactive: bool = True) -> dict:
+        return {"plans": plan_store.list_plans(include_inactive=include_inactive)}
+
+    @app.post("/api/plans")
+    async def create_continual_plan(request: ContinualPlanCreateRequest) -> dict:
+        result = await tools.create_continual_plan(
+            title=request.title,
+            objective=request.objective,
+            kind=request.kind,
+            items=[item.model_dump() for item in request.items],
+            constraints=request.constraints,
+            cadence=request.cadence,
+        )
+        if result.get("error"):
+            raise HTTPException(status_code=400, detail=result["error"])
+        return result
+
+    @app.get("/api/plans/{plan_id}")
+    async def continual_plan(plan_id: str) -> dict:
+        plan = plan_store.get_plan(plan_id)
+        if not plan:
+            raise HTTPException(status_code=404, detail="Plan not found.")
+        return {"plan": plan}
+
+    @app.post("/api/plans/{plan_id}/pause")
+    async def pause_continual_plan(plan_id: str) -> dict:
+        result = await tools.pause_continual_plan(plan_id)
+        if result.get("error"):
+            raise HTTPException(status_code=404, detail=result["error"])
+        return result
+
+    @app.post("/api/plans/{plan_id}/resume")
+    async def resume_continual_plan(plan_id: str) -> dict:
+        result = await tools.resume_continual_plan(plan_id)
+        if result.get("error"):
+            raise HTTPException(status_code=404, detail=result["error"])
+        return result
+
+    @app.post("/api/plans/{plan_id}/cancel")
+    async def cancel_continual_plan(plan_id: str) -> dict:
+        result = await tools.cancel_continual_plan(plan_id)
+        if result.get("error"):
+            raise HTTPException(status_code=404, detail=result["error"])
+        return result
+
+    @app.post("/api/plans/{plan_id}/run")
+    async def run_continual_plan(plan_id: str) -> dict:
+        result = await tools.run_continual_plan_now(plan_id)
+        if result.get("error"):
+            raise HTTPException(status_code=400, detail=result["error"])
+        return result
+
+    @app.post("/api/plans/{plan_id}/events")
+    async def add_continual_plan_event(plan_id: str, request: ContinualPlanEventRequest) -> dict:
+        if not plan_store.get_plan(plan_id):
+            raise HTTPException(status_code=404, detail="Plan not found.")
+        event = plan_store.add_event(plan_id, request.kind, request.message, request.metadata)
+        return {"event": event, "plan": plan_store.get_plan(plan_id)}
+
     @app.get("/api/memory")
     async def inspect_memory(limit: int = 50) -> dict:
         return memory.inspect(max(1, min(limit, 200)))

traderai/version.py

@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-__version__ = "0.0.3"
+__version__ = "0.0.4"
 
 RELEASES_URL = "https://git.hudsonriggs.systems/LambdaBankingConglomerate/TraderAI/releases"
 RELEASES_API_URL = "https://git.hudsonriggs.systems/api/v1/repos/LambdaBankingConglomerate/TraderAI/releases"
@@ -9,3 +9,4 @@ RELEASES_API_URL = "https://git.hudsonriggs.systems/api/v1/repos/LambdaBankingCo
 
 
 
+

uv.lock

@@ -755,7 +755,7 @@ wheels = [
 
 [[package]]
 name = "traderai"
-version = "0.0.3"
+version = "0.0.4"
 source = { virtual = "." }
 dependencies = [
     { name = "apscheduler" },
@@ -1049,3 +1049,4 @@ wheels = [
 
 
 
+

web/app.js

@@ -13,9 +13,11 @@ const configStatusEl = document.getElementById("config-status");
 const configPathsEl = document.getElementById("config-paths");
 const settingsToggle = document.getElementById("settings-toggle");
 const memoryToggle = document.getElementById("memory-toggle");
+const plansToggle = document.getElementById("plans-toggle");
 const ollamaToggle = document.getElementById("ollama-toggle");
 const settingsPanel = document.getElementById("settings-panel");
 const memoryPanel = document.getElementById("memory-panel");
+const plansPanel = document.getElementById("plans-panel");
 const ollamaPanel = document.getElementById("ollama-panel");
 const ollamaForm = document.getElementById("ollama-config-form");
 const ollamaRefreshButton = document.getElementById("ollama-refresh");
@@ -47,6 +49,10 @@ const updateModalCopy = document.getElementById("update-modal-copy");
 const updateModalClose = document.getElementById("update-modal-close");
 const updateModalInstall = document.getElementById("update-modal-install");
 const updateModalReleases = document.getElementById("update-modal-releases");
+const plansRefreshButton = document.getElementById("plans-refresh");
+const planForm = document.getElementById("plan-form");
+const plansStatusEl = document.getElementById("plans-status");
+const plansDashboardEl = document.getElementById("plans-dashboard");
 
 let ollamaOnline = true;
 let latestUpdate = null;
@@ -736,6 +742,7 @@ function toggleSidebarPanel(panelName) {
   const panels = {
     settings: { panel: settingsPanel, button: settingsToggle },
     memory: { panel: memoryPanel, button: memoryToggle },
+    plans: { panel: plansPanel, button: plansToggle },
     ollama: { panel: ollamaPanel, button: ollamaToggle },
   };
   const target = panels[panelName];
@@ -756,6 +763,7 @@ function toggleSidebarPanel(panelName) {
       checkForUpdate();
     }
     if (panelName === "memory") refreshMemory();
+    if (panelName === "plans") refreshPlans();
     if (panelName === "ollama") {
       refreshConfig();
       refreshOllamaStatus();
@@ -1002,6 +1010,178 @@ async function submitNegotiationMessage(event) {
   }
 }
 
+function parsePlanItems(text) {
+  return text
+    .split(/\r?\n/)
+    .map((line) => line.trim())
+    .filter(Boolean)
+    .map((line) => {
+      const [name, quantity, maxPrice] = line.split("|").map((part) => part.trim());
+      const item = { item_name: name };
+      if (quantity) item.desired_quantity = Math.max(1, Number.parseInt(quantity, 10) || 1);
+      if (maxPrice) item.max_unit_price = Number(maxPrice.replace(/,/g, ""));
+      return item;
+    });
+}
+
+async function createPlan(event) {
+  event.preventDefault();
+  const title = document.getElementById("plan-title").value.trim();
+  const objective = document.getElementById("plan-objective").value.trim();
+  if (!title || !objective) return;
+  const tone = document.getElementById("plan-tone").value.trim();
+  const instructions = document.getElementById("plan-instructions").value.trim();
+  const constraints = {};
+  if (tone) constraints.message_tone = tone;
+  if (instructions) constraints.instructions = instructions;
+  const payload = {
+    title,
+    objective,
+    kind: document.getElementById("plan-kind").value || "buying",
+    cadence: document.getElementById("plan-cadence").value.trim() || null,
+    constraints,
+    items: parsePlanItems(document.getElementById("plan-items").value || ""),
+  };
+  plansStatusEl.textContent = "Creating plan";
+  try {
+    const response = await fetch("/api/plans", {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(payload),
+    });
+    const result = await response.json();
+    if (!response.ok) throw new Error(result.detail || `HTTP ${response.status}`);
+    planForm.reset();
+    plansStatusEl.textContent = result.plan?.status === "needs_input"
+      ? "Plan created, but it needs an item checklist."
+      : "Plan created";
+    await refreshPlans(result.plan?.id);
+  } catch (error) {
+    plansStatusEl.textContent = `Plan create failed: ${fetchErrorMessage(error)}`;
+  }
+}
+
+async function refreshPlans(openPlanId = null) {
+  if (!plansDashboardEl) return;
+  try {
+    const response = await fetch("/api/plans");
+    const result = await response.json();
+    await renderPlans(result.plans || [], openPlanId);
+  } catch (error) {
+    plansDashboardEl.textContent = `Plans failed: ${fetchErrorMessage(error)}`;
+  }
+}
+
+async function renderPlans(plans, openPlanId = null) {
+  plansDashboardEl.innerHTML = "";
+  if (!plans.length) {
+    plansDashboardEl.innerHTML = '<div class="pending-empty">No continual plans</div>';
+    return;
+  }
+  for (const plan of plans) {
+    const card = document.createElement("article");
+    card.className = `plan-card${plan.status === "active" ? " active" : ""}`;
+    const title = document.createElement("h3");
+    title.textContent = plan.title || "Untitled plan";
+    const meta = document.createElement("div");
+    meta.className = "plan-meta";
+    meta.textContent = plan.objective || "";
+    const pills = document.createElement("div");
+    pills.className = "plan-pill-row";
+    for (const value of [plan.status, plan.kind, plan.next_run_at ? `next ${formatShortDate(plan.next_run_at)}` : "not scheduled"]) {
+      const pill = document.createElement("span");
+      pill.className = "plan-pill";
+      pill.textContent = value;
+      pills.appendChild(pill);
+    }
+    const controls = document.createElement("div");
+    controls.className = "plan-controls";
+    controls.append(
+      planButton("Details", () => loadPlanDetail(plan.id, card)),
+      planButton("Run", () => postPlanAction(plan.id, "run")),
+      planButton(plan.status === "active" ? "Pause" : "Resume", () => postPlanAction(plan.id, plan.status === "active" ? "pause" : "resume")),
+      planButton("Cancel", () => postPlanAction(plan.id, "cancel"), "secondary small-button")
+    );
+    card.append(title, meta, pills, controls);
+    plansDashboardEl.appendChild(card);
+    if (openPlanId && plan.id === openPlanId) await loadPlanDetail(plan.id, card);
+  }
+}
+
+function planButton(label, onClick, className = "small-button") {
+  const button = document.createElement("button");
+  button.type = "button";
+  button.className = className;
+  button.textContent = label;
+  button.addEventListener("click", onClick);
+  return button;
+}
+
+async function loadPlanDetail(planId, card) {
+  const existing = card.querySelector(".plan-detail");
+  if (existing) {
+    existing.remove();
+    return;
+  }
+  const response = await fetch(`/api/plans/${encodeURIComponent(planId)}`);
+  const result = await response.json();
+  const plan = result.plan;
+  const detail = document.createElement("div");
+  detail.className = "plan-detail";
+  detail.append(
+    planSection("Checklist", (plan.items || []).map((item) => `${item.item_name}: ${item.acquired_quantity || 0}/${item.desired_quantity || 1}${item.max_unit_price ? `, max ${Number(item.max_unit_price).toLocaleString()} UEC` : ""} (${item.status})`)),
+    planSection("Best Candidates", bestCandidateLines(plan)),
+    planSection("Recent Events", (plan.events || []).slice(0, 5).map((event) => `${formatShortDate(event.created_at)} ${event.kind}: ${event.message}`))
+  );
+  card.appendChild(detail);
+}
+
+function planSection(title, lines) {
+  const wrapper = document.createElement("section");
+  const heading = document.createElement("h4");
+  heading.textContent = title;
+  const list = document.createElement("ul");
+  list.className = "plan-list";
+  const items = lines.length ? lines : ["Empty"];
+  for (const line of items) {
+    const item = document.createElement("li");
+    item.textContent = line;
+    list.appendChild(item);
+  }
+  wrapper.append(heading, list);
+  return wrapper;
+}
+
+function bestCandidateLines(plan) {
+  const byItem = new Map((plan.items || []).map((item) => [item.id, item.item_name]));
+  return (plan.candidates || [])
+    .filter((candidate) => candidate.status === "current" || candidate.status === "drafted")
+    .slice(0, 6)
+    .map((candidate) => `${byItem.get(candidate.plan_item_id) || "Item"}: ${candidate.title || candidate.listing_slug || candidate.listing_id} at ${Number(candidate.price || 0).toLocaleString()} ${candidate.currency || "UEC"} from ${candidate.seller || "unknown"} (${candidate.status})`);
+}
+
+async function postPlanAction(planId, action) {
+  plansStatusEl.textContent = `${action} requested`;
+  try {
+    const response = await fetch(`/api/plans/${encodeURIComponent(planId)}/${action}`, { method: "POST" });
+    const result = await response.json();
+    if (!response.ok) throw new Error(result.detail || `HTTP ${response.status}`);
+    plansStatusEl.textContent = result.summary || `Plan ${action} complete`;
+    await refreshPlans(planId);
+    await refreshPending();
+    await refreshInbox();
+  } catch (error) {
+    plansStatusEl.textContent = `Plan ${action} failed: ${fetchErrorMessage(error)}`;
+  }
+}
+
+function formatShortDate(value) {
+  if (!value) return "";
+  const date = new Date(value);
+  if (Number.isNaN(date.getTime())) return value;
+  return date.toLocaleString([], { month: "short", day: "numeric", hour: "numeric", minute: "2-digit" });
+}
+
 async function checkHealth() {
   try {
     const response = await fetch("/api/health");
@@ -1205,7 +1385,10 @@ configRefreshButton?.addEventListener("click", refreshConfig);
 configForm?.addEventListener("submit", saveConfig);
 settingsToggle?.addEventListener("click", () => toggleSidebarPanel("settings"));
 memoryToggle?.addEventListener("click", () => toggleSidebarPanel("memory"));
+plansToggle?.addEventListener("click", () => toggleSidebarPanel("plans"));
 ollamaToggle?.addEventListener("click", () => toggleSidebarPanel("ollama"));
+plansRefreshButton?.addEventListener("click", () => refreshPlans());
+planForm?.addEventListener("submit", createPlan);
 ollamaForm?.addEventListener("submit", saveOllamaConfig);
 ollamaRefreshButton?.addEventListener("click", refreshOllamaStatus);
 ollamaDownloadButton?.addEventListener("click", () => {
@@ -1320,6 +1503,7 @@ async function sendMessage() {
 
 refreshPending();
 refreshMemory();
+refreshPlans();
 refreshConfig();
 refreshOllamaStatus();
 refreshChats().then(() => loadChatMessages(currentThreadId));

web/index.html

@@ -69,6 +69,10 @@
               <i data-lucide="brain" aria-hidden="true"></i>
               <span>Memory</span>
             </button>
+            <button class="sidebar-tool-button" id="plans-toggle" type="button" aria-expanded="false" aria-controls="plans-panel" title="Plans">
+              <i data-lucide="list-checks" aria-hidden="true"></i>
+              <span>Plans</span>
+            </button>
             <button class="sidebar-tool-button" id="ollama-toggle" type="button" aria-expanded="false" aria-controls="ollama-panel" title="Ollama">
               <img class="sidebar-tool-image" src="/static/art/ollama-icon.svg" alt="" onerror="this.remove();">
               <i data-lucide="bot" aria-hidden="true"></i>
@@ -119,6 +123,29 @@
             <button class="danger-button" id="memory-clear" type="button">Clear Selected</button>
             <div id="memory-inspector" class="memory-inspector"></div>
           </div>
+          <div class="sidebar-panel" id="plans-panel" hidden>
+            <div class="section-title-row">
+              <h2>Plans</h2>
+              <button class="secondary small-button" id="plans-refresh" type="button">Refresh</button>
+            </div>
+            <form class="config-form" id="plan-form">
+              <label>Title<input id="plan-title" type="text" placeholder="Wikelo Idris parts"></label>
+              <label>Objective<input id="plan-objective" type="text" placeholder="Find and draft deals for the parts I list"></label>
+              <label>Kind
+                <select id="plan-kind">
+                  <option value="buying">Buying</option>
+                  <option value="custom">Custom</option>
+                </select>
+              </label>
+              <label>Items<textarea id="plan-items" rows="4" placeholder="One item per line, optionally: name | quantity | max unit price"></textarea></label>
+              <label>Instructions<textarea id="plan-instructions" rows="3" placeholder="Extra guidance for custom or buying plans"></textarea></label>
+              <label>Cron Cadence<input id="plan-cadence" type="text" placeholder="0 */6 * * *"></label>
+              <label>Message Tone<input id="plan-tone" type="text" placeholder="polite and concise"></label>
+              <button type="submit">Create Plan</button>
+              <div class="config-status" id="plans-status"></div>
+            </form>
+            <div class="plans-dashboard" id="plans-dashboard"></div>
+          </div>
           <div class="sidebar-panel" id="ollama-panel" hidden>
             <div class="section-title-row">
               <h2>Ollama</h2>

web/styles.css

@@ -678,7 +678,8 @@ textarea:disabled {
 
 input[type="text"],
 input[type="password"],
-input[type="number"] {
+input[type="number"],
+select {
   width: 100%;
   min-height: 38px;
   padding: 9px 11px;
@@ -694,7 +695,8 @@ input[type="number"] {
 
 input[type="text"]:focus,
 input[type="password"]:focus,
-input[type="number"]:focus {
+input[type="number"]:focus,
+select:focus {
   border-color: var(--gold);
   box-shadow: 0 0 0 3px rgba(212, 175, 55, 0.18);
 }
@@ -923,38 +925,78 @@ button.secondary {
 }
 
 .sidebar-tool-buttons {
-  display: grid;
+  display: flex;
-  grid-template-columns: repeat(3, minmax(0, 1fr));
+  flex-wrap: wrap;
-  gap: 10px;
+  justify-content: flex-end;
+  gap: 8px;
 }
 
 .sidebar-tool-button {
   display: inline-flex;
   align-items: center;
   justify-content: center;
-  gap: 8px;
+  gap: 0;
-  min-width: 0;
+  width: 42px;
-  min-height: 46px;
+  min-width: 42px;
-  padding: 10px 12px;
+  min-height: 42px;
+  padding: 9px;
+  overflow: hidden;
   border: 1px solid var(--line-strong);
-  border-radius: 14px;
+  border-radius: 12px;
   background: #fff9e9;
   color: var(--forest);
   font-family: Inter, "Segoe UI", Arial, sans-serif;
-  font-size: 13px;
+  font-size: 12px;
   font-weight: 800;
+  white-space: nowrap;
   box-shadow: 0 10px 22px rgba(38, 58, 27, 0.08);
+  transition:
+    width 180ms ease,
+    gap 180ms ease,
+    padding 180ms ease,
+    border-color 180ms ease,
+    background 180ms ease,
+    color 180ms ease,
+    box-shadow 180ms ease,
+    transform 180ms ease;
+}
+
+.sidebar-tool-button:hover,
+.sidebar-tool-button:focus-visible {
+  width: 108px;
+  gap: 7px;
+  padding-inline: 12px;
+  border-color: rgba(212, 175, 55, 0.72);
+  background: linear-gradient(180deg, #3d612c, #263e1b);
+  color: var(--ivory);
+}
+
+.sidebar-tool-button span {
+  max-width: 0;
+  overflow: hidden;
+  opacity: 0;
+  transition:
+    max-width 180ms ease,
+    opacity 140ms ease;
+}
+
+.sidebar-tool-button:hover span,
+.sidebar-tool-button:focus-visible span {
+  max-width: 70px;
+  opacity: 1;
 }
 
 .sidebar-tool-button svg {
   width: 18px;
   height: 18px;
+  flex: 0 0 18px;
   stroke-width: 2.3;
 }
 
 .sidebar-tool-image {
   width: 18px;
   height: 18px;
+  flex: 0 0 18px;
   object-fit: contain;
 }
 
@@ -1245,6 +1287,98 @@ pre {
   padding: 11px;
 }
 
+.plans-dashboard {
+  display: grid;
+  gap: 12px;
+  margin-top: 14px;
+}
+
+.plan-card {
+  display: grid;
+  gap: 10px;
+  padding: 13px;
+  border: 1px solid var(--line);
+  border-radius: 16px;
+  background: rgba(255, 250, 240, 0.82);
+}
+
+.plan-card.active {
+  border-color: rgba(52, 83, 38, 0.42);
+  background: #edf3df;
+}
+
+.plan-card h3 {
+  margin: 0;
+  color: var(--forest);
+  font-size: 16px;
+  line-height: 1.25;
+}
+
+.plan-meta,
+.plan-line {
+  color: var(--muted);
+  font-size: 12px;
+  line-height: 1.4;
+  overflow-wrap: anywhere;
+}
+
+.plan-pill-row,
+.plan-controls {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+
+.plan-pill {
+  display: inline-flex;
+  align-items: center;
+  min-height: 24px;
+  padding: 4px 8px;
+  border: 1px solid rgba(52, 83, 38, 0.24);
+  border-radius: 999px;
+  background: rgba(255, 250, 240, 0.8);
+  color: var(--forest);
+  font-size: 11px;
+  font-weight: 800;
+  text-transform: uppercase;
+}
+
+.plan-controls button {
+  flex: 1 1 80px;
+  min-width: 0;
+}
+
+.plan-detail {
+  display: grid;
+  gap: 8px;
+  padding-top: 8px;
+  border-top: 1px solid var(--line);
+}
+
+.plan-detail h4 {
+  margin: 0;
+  color: var(--forest);
+  font-size: 13px;
+}
+
+.plan-list {
+  display: grid;
+  gap: 6px;
+  margin: 0;
+  padding: 0;
+  list-style: none;
+}
+
+.plan-list li {
+  padding: 8px;
+  border: 1px solid rgba(221, 206, 176, 0.72);
+  border-radius: 8px;
+  background: rgba(255, 253, 247, 0.72);
+  color: var(--brown);
+  font-size: 12px;
+  line-height: 1.4;
+}
+
 .decline-button {
   border: 1px solid var(--line-strong);
   background: #fff9e9;