diff --git a/src/components/mujoco-framework-next/checkers/PositionDeltaChecker.js b/src/components/mujoco-framework-next/checkers/PositionDeltaChecker.js
new file mode 100644
index 0000000..da06450
--- /dev/null
+++ b/src/components/mujoco-framework-next/checkers/PositionDeltaChecker.js
@@ -0,0 +1,263 @@
+/**
+ * PositionDeltaChecker
+ *
+ * Checks whether a body's position has changed by at least a given
+ * threshold along one or more axes relative to a captured reference
+ * position.  Used by Hub tasks to detect coarse-grained motion such as
+ * "the lid was rotated past 30 degrees" or "the object was moved at
+ * least 2 cm to the left of where it started".
+ *
+ * Task config schema (matches Hub `checker_config` for `PositionDeltaChecker`):
+ *
+ *   {
+ *     "type": "PositionDeltaChecker",
+ *     "sampleBodyName": "akita_black_bowl_1_main",
+ *     "axes": ["x", "y"],                // which axes to consider
+ *     "minDeltaX": 0.018,                // body must have moved +18mm on X
+ *     "maxDeltaX": -0.018,               // OR must have moved -18mm on X
+ *     "minDeltaY": 0.018,                // same for Y
+ *     "maxDeltaY": -0.018,
+ *     "captureRuntimeInitial": true,     // baseline = first-seen body position
+ *                                        // false (default) = use task's initial_state
+ *     "initialPosition": [x, y, z]       // optional explicit baseline; if absent
+ *                                        // and !captureRuntimeInitial, the position
+ *                                        // at construction time is used
+ *   }
+ *
+ * The matching Python implementation is in
+ *   AxisDataCleaning/util/validate_offline_trajectory.py::check_position_delta
+ * and MUST stay in sync with this class.
+ *
+ * Semantics:
+ *
+ *   - If `captureRuntimeInitial` is true, the first observed body position
+ *     (after the checker is created) is captured as the baseline.  This is
+ *     useful when the task's "initial position" in the MJCF does not match
+ *     the position the body actually settles into after physics warmup.
+ *   - If `captureRuntimeInitial` is false, the baseline is `initialPosition`
+ *     if provided, otherwise the position at construction time.
+ *   - The check passes if, for ANY of the configured axes, the current
+ *     position is >= minDelta (positive direction) OR <= maxDelta (negative
+ *     direction).  An axis with neither min nor max bound is ignored.
+ *   - The check does NOT require ALL axes to move; OR semantics by default.
+ *     If you need AND semantics, wrap in a CompositeChecker.
+ */
+
+export class PositionDeltaChecker {
+  constructor(mujoco, model, data, options = {}) {
+    this.mujoco = mujoco;
+    this.model = model;
+    this.data = data;
+
+    this.bodyName = options.sample_body || options.sampleBodyName;
+    if (!this.bodyName) {
+      throw new Error(
+        '[PositionDeltaChecker] sample_body (or sampleBodyName) is required',
+      );
+    }
+
+    this.axes = this.parseAxes(options.axes || ['x', 'y']);
+    this.captureRuntimeInitial = Boolean(
+      options.capture_runtime_initial ?? options.captureRuntimeInitial ?? false,
+    );
+
+    // Per-axis bounds.  Either or both may be set per axis; missing means
+    // "no constraint on that direction for that axis".
+    this.minDeltas = {
+      x: this._num(options.min_delta_x, options.minDeltaX),
+      y: this._num(options.min_delta_y, options.minDeltaY),
+      z: this._num(options.min_delta_z, options.minDeltaZ),
+    };
+    this.maxDeltas = {
+      x: this._num(options.max_delta_x, options.maxDeltaX),
+      y: this._num(options.max_delta_y, options.maxDeltaY),
+      z: this._num(options.max_delta_z, options.maxDeltaZ),
+    };
+
+    this.initialPosition = null;
+    this._runtimeBaseline = null;
+    if (Array.isArray(options.initialPosition) && options.initialPosition.length === 3) {
+      this.initialPosition = [
+        Number(options.initialPosition[0]),
+        Number(options.initialPosition[1]),
+        Number(options.initialPosition[2]),
+      ];
+    }
+
+    this.textDecoder = new TextDecoder('utf-8');
+    this.namesBuffer = new Uint8Array(model.names);
+    this.bodyAddress = this.resolveBodyAddress(this.bodyName);
+    if (this.bodyAddress < 0) {
+      console.warn(`[PositionDeltaChecker] body "${this.bodyName}" not found`);
+    }
+
+    console.log(
+      `[PositionDeltaChecker] Initialized: body="${this.bodyName}" ` +
+        `axes=[${this.axes.join(',')}] captureRuntimeInitial=${this.captureRuntimeInitial} ` +
+        `bounds=${JSON.stringify(this._boundsSummary())}`,
+    );
+  }
+
+  _num(...candidates) {
+    for (const v of candidates) {
+      if (v === undefined || v === null) continue;
+      const n = Number(v);
+      if (Number.isFinite(n)) return n;
+    }
+    return null;
+  }
+
+  _boundsSummary() {
+    const out = {};
+    for (const ax of this.axes) {
+      const lo = this.maxDeltas[ax];
+      const hi = this.minDeltas[ax];
+      if (lo !== null || hi !== null) {
+        out[ax] = {};
+        if (hi !== null) out[ax].min = hi;
+        if (lo !== null) out[ax].max = lo;
+      }
+    }
+    return out;
+  }
+
+  parseAxes(axes) {
+    if (!Array.isArray(axes)) {
+      throw new Error(
+        `[PositionDeltaChecker] axes must be an array, got ${typeof axes}`,
+      );
+    }
+    const out = [];
+    for (const ax of axes) {
+      const a = String(ax).toLowerCase();
+      if (!['x', 'y', 'z'].includes(a)) {
+        throw new Error(`[PositionDeltaChecker] unknown axis "${ax}"`);
+      }
+      if (!out.includes(a)) out.push(a);
+    }
+    if (out.length === 0) {
+      throw new Error('[PositionDeltaChecker] axes must contain at least one of x, y, z');
+    }
+    return out;
+  }
+
+  resolveBodyAddress(bodyName) {
+    for (let b = 0; b < this.model.nbody; b++) {
+      const nameStart = this.model.name_bodyadr[b];
+      let nameEnd = nameStart;
+      while (
+        nameEnd < this.namesBuffer.length &&
+        this.namesBuffer[nameEnd] !== 0
+      ) {
+        nameEnd++;
+      }
+      const name = this.textDecoder.decode(
+        this.namesBuffer.subarray(nameStart, nameEnd),
+      );
+      if (name === bodyName) return b;
+    }
+    return -1;
+  }
+
+  getCurrentPosition() {
+    if (this.bodyAddress < 0 || this.bodyAddress >= this.model.nbody) return null;
+    const base = 3 * this.bodyAddress;
+    return [
+      this.data.xpos[base + 0],
+      this.data.xpos[base + 1],
+      this.data.xpos[base + 2],
+    ];
+  }
+
+  /**
+   * Returns the current baseline: runtime-captured if available, else the
+   * initialPosition given at construction, else the current position
+   * (which means delta = 0 and the check will pass if any bound is 0).
+   */
+  baseline() {
+    if (this._runtimeBaseline) return this._runtimeBaseline;
+    if (this.initialPosition) return this.initialPosition;
+    return this.getCurrentPosition() || [0, 0, 0];
+  }
+
+  /**
+   * Whether the body has moved past one of the configured bounds.
+   */
+  check() {
+    const cur = this.getCurrentPosition();
+    if (!cur) return false;
+    let base = this._runtimeBaseline;
+    if (!base && this.captureRuntimeInitial) {
+      base = [cur[0], cur[1], cur[2]];
+      this._runtimeBaseline = base;
+    } else if (!base) {
+      base = this.baseline();
+    }
+    for (let i = 0; i < this.axes.length; i++) {
+      const ax = this.axes[i];
+      const delta = cur[i] - base[i];
+      const hi = this.minDeltas[ax];
+      const lo = this.maxDeltas[ax];
+      if (hi !== null && delta >= hi) return true;
+      if (lo !== null && delta <= lo) return true;
+    }
+    return false;
+  }
+
+  /**
+   * Current per-axis delta, useful for the debug UI.
+   */
+  getStatus() {
+    const cur = this.getCurrentPosition();
+    const base = this.baseline();
+    const deltas = { x: 0, y: 0, z: 0 };
+    for (let i = 0; i < 3; i++) {
+      if (cur && base) deltas[['x','y','z'][i]] = cur[i] - base[i];
+    }
+    return {
+      success: this.check(),
+      body: this.bodyName,
+      deltas,
+      baseline: base,
+      current: cur,
+      bounds: this._boundsSummary(),
+      message: this.check()
+        ? `Movement detected for ${this.bodyName}`
+        : `${this.bodyName} has not moved past any configured bound`,
+    };
+  }
+
+  getProgress() {
+    const cur = this.getCurrentPosition();
+    const base = this.baseline();
+    const goals = [];
+    for (const ax of this.axes) {
+      const idx = { x: 0, y: 1, z: 2 }[ax];
+      const delta = cur && base ? cur[idx] - base[idx] : 0;
+      const hi = this.minDeltas[ax];
+      const lo = this.maxDeltas[ax];
+      const passed = (hi !== null && delta >= hi) || (lo !== null && delta <= lo);
+      goals.push({
+        key: `${this.bodyName}.${ax}`,
+        label: `${this.bodyName} Δ${ax}`,
+        ok: passed,
+        current: delta,
+        threshold: hi !== null ? hi : lo ?? 0,
+        unit: 'm',
+      });
+    }
+    return { type: 'PositionDeltaChecker', goals };
+  }
+
+  reset() {
+    this._runtimeBaseline = null;
+  }
+
+  updateModelData(model, data) {
+    this.model = model;
+    this.data = data;
+    this.namesBuffer = new Uint8Array(model.names);
+    this.bodyAddress = this.resolveBodyAddress(this.bodyName);
+    this._runtimeBaseline = null;
+  }
+}
diff --git a/src/components/mujoco-framework-next/checkers/index.js b/src/components/mujoco-framework-next/checkers/index.js
index eb8a153..4807716 100644
--- a/src/components/mujoco-framework-next/checkers/index.js
+++ b/src/components/mujoco-framework-next/checkers/index.js
@@ -7,6 +7,7 @@
 import { GripperOpenChecker } from './GripperOpenChecker.js';
 import { BoxJointPositionChecker } from './BoxJointPositionChecker.js';
 import { CompositeChecker } from './CompositeChecker.js';
+import { PositionDeltaChecker } from './PositionDeltaChecker.js';
 /**
  * Registry mapping checker type names to their classes
  */
@@ -14,10 +15,12 @@ export const CHECKER_REGISTRY = {
   GripperOpenChecker,
   BoxJointPositionChecker,
   CompositeChecker,
+  PositionDeltaChecker,
   // Aliases for task config compatibility
   joint_position: BoxJointPositionChecker,
   composite: CompositeChecker,
   gripper_open: GripperOpenChecker,
+  position_delta: PositionDeltaChecker,
 };
 
 /**