AI agent skill · by @AgibotTech

Record Episode

Capture a Genie Sim RT Engine episode while a scene runs — record the canonical ROS 2 topics (`/joint_states`, `/joint_command`, `/tf`, `/clock`, cameras) with `ros2 bag`, or pair the recording with the teleop / benchmark loops that have their own per-episode output hooks. Trigger: When the user asks to "record an episode", "录制一段数据", "save the run", "dump rosbags", "capture trajectories", or wants to persist the world state during a `launch-scene` / teleop / benchmark run for later replay or training.

Archived 2026-10-23 · Source updated 2026-09-07 · License: MPL-2.0. Check the original repository for the latest version.

SKILL.md instructions

## When to Use

- A scene is up (`launch-scene` skill) and the user wants to persist
  topic streams for later replay or dataset assembly.
- Teleop is running (`run-teleop` skill in `geniesim_teleop`) and the
  user wants ROS-side recording on top of the teleop loop's own
  per-episode artifacts.
- Benchmark run wants extra raw-topic capture beyond what
  `--benchmark.record=true` writes.

Do **not** use for:
- Replaying an already-recorded bag → just use `ros2 bag play`.
- Recording from a stopped sim — `ros2 bag` needs live publishers.

## Critical Patterns

1. **`use_sim_time:=true`** is set engine-side, so every bag captures
   `/clock` and replays cleanly at simulation rate. Don't override
   the topic with wall-clock.
2. **Always record `/clock`** in addition to your topic list — replay
   without it falls back to wall-clock pacing and timing breaks for
   downstream learners.
3. **Camera topics are heavy.** A G2 scene with three cameras at 30 Hz
   easily clocks 200+ MB/min. Either narrow the topic list or use
   `--max-bag-size` to roll over bags.
4. **One recording per run.** Restart the scene between recordings —
   the engine's `init_*` blocks run only at startup, and a fresh
   reset is the only way to guarantee a deterministic t0.
5. **`ros2 bag` is the canonical path.** There is no dedicated
   "recorder" distribution in the stack — the teleop and benchmark
   loops have their own per-episode writers (see below), and
   everything else goes through `ros2 bag`.

## What to record

| Topic | Why |
|---|---|
| `/clock` | Sim time — required for deterministic replay |
| `/tf`, `/tf_static` | World pose tree (robot links, free objects) |
| `/joint_states` | Robot state from the engine |
| `/joint_command` | Whatever a teleop / planner pushed in |
| `/odom` | Mobile base (if applicable) |
| `/camera/*` | RGB / depth / fisheye streams (heavy, narrow if you can) |
| `/tf_render` | OVRtx render-layer transforms (only if you'll replay rendering) |

## Workflow

### Step 1 — Confirm the scene is up

```bash
ros2 topic list | grep -E "joint_states|tf|clock"
ros2 topic hz /clock                       # sim-time pacing should be live
```

### Step 2 — Pick a topic list

For a typical G2 manipulation run:

```bash
TOPICS=(
  /clock
  /tf /tf_static
  /joint_states
  /joint_command
  /odom
)
# add cameras if you want pixels:
TOPICS+=(/camera/head/rgb /camera/head/depth)
```

### Step 3 — Start the bag

```bash
# inside the container, in a second shell:
source devel/setup.bash
ros2 bag record \
  --output ./runs/$(date +%Y%m%d_%H%M%S)_${USER}_pnp \
  --max-bag-size 1073741824 \
  --storage mcap \
  "${TOPICS[@]}"
```

Stop with Ctrl-C. The bag dir contains `metadata.yaml` + chunked
`.mcap` files.

### Step 4 — Verify

```bash
ros2 bag info ./runs/<dir>
ros2 bag play ./runs/<dir> --clock          # replay sim-time
```

### Step 5 — (alternative) Let the loop record for you

For teleop:

```bash
geniesim teleop run --device_type=pico --record-dir ./runs
# writes per-episode artifacts under ./runs/<episode>/
```

For benchmark:

```bash
geniesim benchmark run <CONFIG> --infer-host=<IP>:<PORT> \
  --benchmark.record=true
# output_dir comes from the config; check the run banner
```

## Commands (copy-paste summary for the user)

```bash
# Inside the container, alongside a running scene:
source devel/setup.bash
ros2 bag record \
  --output ./runs/$(date +%Y%m%d_%H%M%S)_demo \
  --storage mcap \
  /clock /tf /tf_static /joint_states /joint_command /odom

# Replay:
ros2 bag play ./runs/<dir> --clock
```

## Notes

- `--storage mcap` is preferred over the legacy `sqlite3` storage —
  faster random access, smaller files, and the standard for ROS 2
  Jazzy.
- If you plan to feed the bag to a dataset pipeline, also pin the
  `manifest.json` (under `assets/scenes/<scene>/`) alongside the
  bag — it records the exact USD + robot variant the bag was
  captured against.
- For dataset-scale recording, the `geniesim_generator` skills
  (`generate-scene`, `search-assets`) plus the benchmark
  `record=true` flag are the closer fit — they write
  episode-indexed artifacts, not raw bags.

## Resources

- **Teleop recording hooks**: [source/geniesim_teleop/skills/run-teleop/SKILL.md](../../../geniesim_teleop/skills/run-teleop/SKILL.md)
- **Benchmark recording flag**: [source/geniesim_benchmark/skills/run-benchmark/SKILL.md](../../../geniesim_benchmark/skills/run-benchmark/SKILL.md)
- **ros2 bag (Jazzy)**: https://docs.ros.org/en/jazzy/Tutorials/Beginner-CLI-Tools/Recording-And-Playing-Back-Data/Recording-And-Playing-Back-Data.html