grasping-direct-ik

SkillDev tools

Direct IK align-then-descend grasping. The gripper pre-rotates to

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the grasping-direct-ik skill

What this skill tells your AI

The instructions your AI receives, as published by graph-robots/open-robot-skills in skills/grasping-direct-ik/SKILL.md and read by ahel’s review.

Direct-IK grasp: rotate the gripper to grasp orientation at a safe height above the target, then descend straight down, then close. No trajectory planner — works on platforms where CuRobo is not deployed, or in uncluttered scenes where planning is overkill.

When to use

  • The curobo tool bundle is not deployed (no collision-aware planner available).
  • The scene is uncluttered enough that a straight-line approach is safe.

When NOT to use

  • Cluttered scenes where the arm must thread between obstacles. Prefer grasping-with-planner if available.

Recommended subgraph state flow

The subgraph state machine the agent generates should look like (6 states):

open → compute_grasp → compute_align → rotate_align → descend → close → grasped

(grasped is the success-marker noop from sg.add_exit("grasped"), with an edge to END.)

State details:

  1. opentype: tool, tool: "robot.open_gripper", inputs: { settle_steps: 40 }.

  2. compute_grasptype: tool, tool: "geometry.top_down_grasp_candidates", inputs: { obb: Ref("in.target_obb") }.

  3. compute_aligntype: script, file scripts/<sg>/compute_align_pose.py (from this bundle's canonical_scripts). Inputs: grasp_pose = Ref("compute_grasp.candidates.poses.0"), target_obb = Ref("in.target_obb"). Returns align_pose.

  4. rotate_aligntype: tool, tool: "robot.go_to_pose", inputs: { pose: Ref("compute_align.align_pose") }.

  5. descendtype: tool, tool: "robot.go_to_pose", inputs: { pose: Ref("compute_grasp.candidates.poses.0") }.

  6. closetype: tool, tool: "robot.close_gripper", inputs: { settle_steps: 60 }. Edge directly from close to the grasped success marker; the subgraph's on_error: "failed" catches any raise from earlier steps. Whether the gripper actually closed on the object is checked by the target_held postcondition checkpoint (see ## Checkpoints), NOT by a re-check-and-raise node (none such exists).

    "edges": [ ..., ["close", "grasped"], ["grasped", "END"] ],
    "conditional_edges": {},
    "exit": { "router_field": null, "success_values": ["grasped"] },
    "on_error": "failed"
    

    The lift onto a safe carry height is handled by the next transporting-objects subgraph (its waypoint_move script lifts before lateral motion); do NOT add a lift step here.

Hard rules

  1. Use geometry.top_down_grasp_candidates (returns candidates: {poses: list[Se3Pose]}), not geometry.top_down_grasp_from_obb (single bare pose). The align-pose construction in step 3 assumes compute_grasp.candidates.poses.0 exists.
  2. The align_pose descends straight down with the gripper pre-rotated. Do NOT skip the compute_align + rotate_align states — a direct robot.go_to_pose to the grasp pose blends rotation and descent and twists the gripper against the object.

Required end states

End stateMeaning
graspedGripper has closed on the object after the descend. Route to next subgraph (typically transporting-objects).
failedAny grasp-attempt failure: planning failure or trajectory execution error (a raise to on_error). Coordinator routes to abort. Lives only in on_error — never declare a failed node.

See also

  • references/design_align_then_descend.md — why pre-rotate-then-descend beats blended rotate+descend.
  • scripts/compute_align_pose.py — the canonical align-pose construction.

Signals

GitHub stars
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Forks
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Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
grasping-direct-ik
Source
github.com/graph-robots/open-robot-skills