diff --git a/src/samples/slay-the-spire-like/data/heroItemFighter1.csv.d.ts b/src/samples/slay-the-spire-like/data/heroItemFighter1.csv.d.ts
index 35ee97a..b254585 100644
--- a/src/samples/slay-the-spire-like/data/heroItemFighter1.csv.d.ts
+++ b/src/samples/slay-the-spire-like/data/heroItemFighter1.csv.d.ts
@@ -5,6 +5,7 @@ type HeroItemFighter1Table = readonly {
     readonly costType: "energy" | "uses";
     readonly costCount: number;
     readonly targetType: "single" | "none";
+    readonly price: number;
     readonly desc: string;
 }[];
 
diff --git a/src/samples/slay-the-spire-like/index.ts b/src/samples/slay-the-spire-like/index.ts
index a009c8e..b4079ee 100644
--- a/src/samples/slay-the-spire-like/index.ts
+++ b/src/samples/slay-the-spire-like/index.ts
@@ -4,7 +4,7 @@ export { default as encounterDesertCsv } from './data/encounterDesert.csv';
 export type { EncounterDesert } from './data/encounterDesert.csv';
 
 // Grid Inventory
-export type { CellCoordinate, GridInventory, InventoryItem, PlacementResult } from './grid-inventory';
+export type { CellCoordinate, CellKey, GridInventory, InventoryItem, MutationResult, PlacementResult } from './grid-inventory';
 export {
     createGridInventory,
     flipItem,
@@ -23,6 +23,36 @@ export { MapNodeType, MapLayerType } from './map';
 export type { MapNode, MapLayer, PointCrawlMap } from './map';
 export { generatePointCrawlMap, getNode, getChildren, getParents, hasPath, findAllPaths } from './map';
 
+// Progress Manager
+export type {
+    EncounterResult,
+    EncounterState,
+    GameItem,
+    GameItemMeta,
+    PlayerState,
+    RunMutationResult,
+    RunState,
+} from './progress';
+export {
+    addGold,
+    addItemFromCsv,
+    canMoveTo,
+    createRunState,
+    damagePlayer,
+    getReachableChildren,
+    getCurrentNode,
+    getUnresolvedChildren,
+    healPlayer,
+    isAtEndNode,
+    isAtStartNode,
+    isEncounterResolved,
+    moveToNode,
+    removeItem as removeItemFromRun,
+    resolveEncounter,
+    setMaxHp,
+    spendGold,
+} from './progress';
+
 // Utils - Parse Shape
 export type { ParsedShape } from './utils/parse-shape';
 export { parseShapeString } from './utils/parse-shape';
diff --git a/src/samples/slay-the-spire-like/progress/index.ts b/src/samples/slay-the-spire-like/progress/index.ts
new file mode 100644
index 0000000..72f6a55
--- /dev/null
+++ b/src/samples/slay-the-spire-like/progress/index.ts
@@ -0,0 +1,334 @@
+import { Mulberry32RNG, type RNG } from '@/utils/rng';
+import { generatePointCrawlMap, getNode } from '../map/generator';
+import type { MapNode } from '../map/types';
+import { placeItem, validatePlacement, createGridInventory, removeItem as gridRemoveItem } from '../grid-inventory/transform';
+import type { GameItem, GameItemMeta, RunMutationResult, RunState } from './types';
+import type { GridInventory } from '../grid-inventory/types';
+import { IDENTITY_TRANSFORM, type Transform2D } from '../utils/shape-collision';
+import { parseShapeString, type ParsedShape } from '../utils/parse-shape';
+import type { HeroItemFighter1 } from '../data/heroItemFighter1.csv';
+import { heroItemFighter1Data } from '../data';
+
+// Re-export types
+export type {
+    EncounterResult,
+    EncounterState,
+    GameItem,
+    GameItemMeta,
+    PlayerState,
+    RunMutationResult,
+    RunState,
+} from './types';
+
+// -- Constants --
+
+const INVENTORY_WIDTH = 6;
+const INVENTORY_HEIGHT = 4;
+
+const DEFAULT_MAX_HP = 50;
+const DEFAULT_GOLD = 50;
+
+/** Starter items to give the player at the beginning of a run. */
+const STARTER_ITEM_NAMES = ['治疗药剂', '绷带', '水袋', '短刀', '剑'];
+
+// -- Run creation --
+
+/**
+ * Creates a new run state with a generated map, player stats, and starter inventory.
+ *
+ * @param seed RNG seed for reproducibility. If omitted, uses current timestamp.
+ * @param rng Optional RNG instance for controlled randomness (overrides seed).
+ */
+export function createRunState(seed?: number, rng?: RNG): RunState {
+    const actualSeed = seed ?? new Mulberry32RNG().nextInt(2 ** 31);
+    const map = generatePointCrawlMap(actualSeed);
+
+    // Find the start node
+    const startNode = map.layers[0].nodes[0];
+
+    // Create empty inventory
+    const inventory = createGridInventory<GameItemMeta>(INVENTORY_WIDTH, INVENTORY_HEIGHT);
+    const idCounter = { value: 0 };
+
+    // Place starter items
+    for (const itemName of STARTER_ITEM_NAMES) {
+        const itemData = findItemByName(itemName);
+        if (!itemData) continue;
+
+        const shape = parseShapeString(itemData.shape);
+        const itemInstance = tryPlaceItemInInventory(inventory, itemData, shape, idCounter);
+        if (!itemInstance) {
+            // Inventory too small; item skipped
+        }
+    }
+
+    return {
+        seed: actualSeed,
+        map,
+        player: {
+            maxHp: DEFAULT_MAX_HP,
+            currentHp: DEFAULT_MAX_HP,
+            gold: DEFAULT_GOLD,
+        },
+        inventory,
+        currentNodeId: startNode.id,
+        currentEncounter: {
+            nodeId: startNode.id,
+            resolved: false,
+        },
+        resolvedNodeIds: new Set<string>(),
+        _idCounter: idCounter,
+    };
+}
+
+// -- Movement --
+
+/**
+ * Checks whether the player can move to the target node.
+ * The target must be a child of the current node.
+ */
+export function canMoveTo(runState: RunState, targetNodeId: string): boolean {
+    const currentNode = getNode(runState.map, runState.currentNodeId);
+    if (!currentNode) return false;
+
+    return currentNode.childIds.includes(targetNodeId);
+}
+
+/**
+ * Moves the player to the target node.
+ * The target must be a direct child of the current node.
+ *
+ * @returns `{ success: true }` on success, or `{ success: false, reason: string }` on failure.
+ */
+export function moveToNode(runState: RunState, targetNodeId: string): RunMutationResult {
+    if (!canMoveTo(runState, targetNodeId)) {
+        return { success: false, reason: '无法移动到该节点' };
+    }
+
+    const targetNode = getNode(runState.map, targetNodeId);
+    if (!targetNode) {
+        return { success: false, reason: '目标节点不存在' };
+    }
+
+    // Update current position
+    runState.currentNodeId = targetNodeId;
+
+    // Create new encounter state for the target node
+    const isResolved = runState.resolvedNodeIds.has(targetNodeId);
+    runState.currentEncounter = {
+        nodeId: targetNodeId,
+        resolved: isResolved,
+    };
+
+    return { success: true };
+}
+
+// -- Encounter management --
+
+/**
+ * Marks the current encounter as resolved with optional result data.
+ */
+export function resolveEncounter(runState: RunState, result?: { goldEarned?: number; hpLost?: number; hpGained?: number; itemRewards?: string[] }): RunMutationResult {
+    if (runState.currentEncounter.resolved) {
+        return { success: false, reason: '该遭遇已解决' };
+    }
+
+    runState.currentEncounter.resolved = true;
+    runState.currentEncounter.result = result;
+    runState.resolvedNodeIds.add(runState.currentNodeId);
+
+    // Apply result effects
+    if (result) {
+        if (result.goldEarned) {
+            runState.player.gold += result.goldEarned;
+        }
+        if (result.hpLost) {
+            runState.player.currentHp = Math.max(0, runState.player.currentHp - result.hpLost);
+        }
+        if (result.hpGained) {
+            runState.player.currentHp = Math.min(runState.player.maxHp, runState.player.currentHp + result.hpGained);
+        }
+    }
+
+    return { success: true };
+}
+
+/**
+ * Checks whether the encounter at the given node has been resolved.
+ */
+export function isEncounterResolved(runState: RunState, nodeId: string): boolean {
+    return runState.resolvedNodeIds.has(nodeId);
+}
+
+// -- Player stats --
+
+/**
+ * Damages the player. Clamps HP to 0 minimum.
+ */
+export function damagePlayer(runState: RunState, amount: number): void {
+    runState.player.currentHp = Math.max(0, runState.player.currentHp - amount);
+}
+
+/**
+ * Heals the player. Clamps HP to maxHp.
+ */
+export function healPlayer(runState: RunState, amount: number): void {
+    runState.player.currentHp = Math.min(runState.player.maxHp, runState.player.currentHp + amount);
+}
+
+/**
+ * Sets the player's maximum HP and adjusts current HP proportionally.
+ */
+export function setMaxHp(runState: RunState, newMax: number): void {
+    const diff = newMax - runState.player.maxHp;
+    runState.player.maxHp = newMax;
+    runState.player.currentHp = Math.max(0, Math.min(newMax, runState.player.currentHp + diff));
+}
+
+/**
+ * Adds gold to the player.
+ */
+export function addGold(runState: RunState, amount: number): void {
+    runState.player.gold += amount;
+}
+
+/**
+ * Spends gold. Returns false if the player doesn't have enough gold.
+ */
+export function spendGold(runState: RunState, amount: number): RunMutationResult {
+    if (amount <= 0) {
+        return { success: false, reason: '金额必须大于零' };
+    }
+    if (runState.player.gold < amount) {
+        return { success: false, reason: '金币不足' };
+    }
+
+    runState.player.gold -= amount;
+    return { success: true };
+}
+
+// -- Inventory management --
+
+/**
+ * Adds an item from CSV data to the inventory.
+ * Finds the first available valid position.
+ *
+ * @returns The placed item instance, or undefined if no valid position exists.
+ */
+export function addItemFromCsv(
+    runState: RunState,
+    itemData: HeroItemFighter1
+): GameItem | undefined {
+    const shape = parseShapeString(itemData.shape);
+    return tryPlaceItemInInventory(runState.inventory, itemData, shape, runState._idCounter);
+}
+
+/**
+ * Removes an item from the inventory by its instance ID.
+ */
+export function removeItem(runState: RunState, instanceId: string): void {
+    gridRemoveItem(runState.inventory, instanceId);
+}
+
+// -- Query helpers --
+
+/**
+ * Returns the node the player is currently at.
+ */
+export function getCurrentNode(runState: RunState): MapNode | undefined {
+    return getNode(runState.map, runState.currentNodeId);
+}
+
+/**
+ * Returns all reachable child nodes from the current position.
+ */
+export function getReachableChildren(runState: RunState): MapNode[] {
+    const currentNode = getNode(runState.map, runState.currentNodeId);
+    if (!currentNode) return [];
+
+    return currentNode.childIds
+        .map(id => getNode(runState.map, id))
+        .filter((n): n is MapNode => n !== undefined);
+}
+
+/**
+ * Returns available children that haven't been resolved yet.
+ */
+export function getUnresolvedChildren(runState: RunState): MapNode[] {
+    return getReachableChildren(runState).filter(
+        node => !runState.resolvedNodeIds.has(node.id)
+    );
+}
+
+/**
+ * Checks if the current encounter is the start node (no encounter).
+ */
+export function isAtStartNode(runState: RunState): boolean {
+    return runState.currentNodeId === runState.map.layers[0]?.nodes[0]?.id;
+}
+
+/**
+ * Checks if the current encounter is the end node.
+ */
+export function isAtEndNode(runState: RunState): boolean {
+    const endLayer = runState.map.layers[runState.map.layers.length - 1];
+    return endLayer?.nodes[0]?.id === runState.currentNodeId;
+}
+
+// -- Internal helpers --
+
+/**
+ * Finds a hero item by name from the CSV data.
+ */
+function findItemByName(name: string): HeroItemFighter1 | undefined {
+    return heroItemFighter1Data.find(item => item.name === name);
+}
+
+/**
+ * Generates a unique item instance ID.
+ */
+function generateInstanceId(counter: { value: number }): string {
+    counter.value++;
+    return `item-${counter.value}`;
+}
+
+/**
+ * Tries to place an item in the inventory by scanning all possible positions.
+ * Returns the placed item instance, or undefined if no valid position exists.
+ */
+function tryPlaceItemInInventory(
+    inventory: GridInventory<GameItemMeta>,
+    itemData: HeroItemFighter1,
+    shape: ParsedShape,
+    idCounter: { value: number }
+): GameItem | undefined {
+    const instanceId = generateInstanceId(idCounter);
+
+    // Try to find a valid position
+    for (let y = 0; y <= inventory.height - shape.height; y++) {
+        for (let x = 0; x <= inventory.width - shape.width; x++) {
+            const transform = {
+                ...IDENTITY_TRANSFORM,
+                offset: { x, y },
+            };
+
+            const validation = validatePlacement(inventory, shape, transform);
+            if (validation.valid) {
+                const item: GameItem = {
+                    id: instanceId,
+                    shape,
+                    transform,
+                    meta: {
+                        itemData,
+                        shape,
+                    },
+                };
+
+                placeItem(inventory, item);
+                return item;
+            }
+        }
+    }
+
+    return undefined;
+}
diff --git a/src/samples/slay-the-spire-like/progress/types.ts b/src/samples/slay-the-spire-like/progress/types.ts
new file mode 100644
index 0000000..2ece9dc
--- /dev/null
+++ b/src/samples/slay-the-spire-like/progress/types.ts
@@ -0,0 +1,87 @@
+import type { PointCrawlMap } from '../map/types';
+import type { GridInventory, InventoryItem } from '../grid-inventory/types';
+import type { ParsedShape } from '../utils/parse-shape';
+import type { HeroItemFighter1 } from '../data/heroItemFighter1.csv';
+
+/**
+ * Result of an encounter (combat, event, etc.).
+ */
+export interface EncounterResult {
+    /** Gold earned from the encounter */
+    goldEarned?: number;
+    /** HP lost during the encounter */
+    hpLost?: number;
+    /** HP gained (e.g., from camp heal) */
+    hpGained?: number;
+    /** Item IDs rewarded */
+    itemRewards?: string[];
+}
+
+/**
+ * Runtime state of an encounter at a specific node.
+ */
+export interface EncounterState {
+    /** The node ID where this encounter is located */
+    nodeId: string;
+    /** Whether the encounter has been resolved */
+    resolved: boolean;
+    /** Optional result data after resolution */
+    result?: EncounterResult;
+}
+
+/**
+ * Metadata attached to each inventory item instance.
+ * Bridges CSV item data with the grid inventory system.
+ */
+export interface GameItemMeta {
+    /** Original CSV item data */
+    itemData: HeroItemFighter1;
+    /** Parsed shape for grid placement */
+    shape: ParsedShape;
+}
+
+/**
+ * An item instance in the game inventory.
+ * Extends InventoryItem with game-specific metadata.
+ */
+export type GameItem = InventoryItem<GameItemMeta>;
+
+/**
+ * Player runtime state.
+ */
+export interface PlayerState {
+    /** Maximum HP */
+    maxHp: number;
+    /** Current HP */
+    currentHp: number;
+    /** Current gold */
+    gold: number;
+}
+
+/**
+ * Full run state for a game session.
+ * Designed to be used inside `MutableSignal.produce()` callbacks.
+ */
+export interface RunState {
+    /** RNG seed used for map generation */
+    seed: number;
+    /** Generated point crawl map */
+    map: PointCrawlMap;
+    /** Player HP and gold */
+    player: PlayerState;
+    /** Grid inventory with placed items */
+    inventory: GridInventory<GameItemMeta>;
+    /** Current node ID where the player is located */
+    currentNodeId: string;
+    /** State of the encounter at the current node */
+    currentEncounter: EncounterState;
+    /** Set of node IDs whose encounters have been resolved */
+    resolvedNodeIds: Set<string>;
+    /** Internal counter for generating unique item instance IDs */
+    _idCounter: { value: number };
+}
+
+/**
+ * Result of a mutation operation on the run state.
+ */
+export type RunMutationResult = { success: true } | { success: false; reason: string };