proposing-side-grasps
SkillDev toolsPropose horizontal (side-entry) grasps swept around an object's
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the proposing-side-grasps skill
What this skill tells your AI
The instructions your AI receives, as published by graph-robots/open-robot-skills in skills/proposing-side-grasps/SKILL.md and read by ahel’s review.
One strategy for the propose stage: horizontal entry, swept around the object.
Why this is its own skill
It is the alternative that exists so a top-down refusal has somewhere to go.
proposing-short-axis-grasps declines by measuring a width; it cannot offer a
side entry, because approaching horizontally is a different strategy, not a
different number. A policy with only one propose rung answers a structural
refusal by re-tuning parameters that cannot help.
When to use
- Overhead access is blocked — a shelf plate, a lid, a bin rim above the target.
- The object is flat and wide on top but narrow in profile.
- The top-down rung declined.
When NOT to use
- The object stands against a wall or in a corner and only one azimuth is open.
This skill will happily rank a blocked side first; the clearance gate in
selecting-reachable-graspis what makes that safe, so do not use this rung without a selector. - The graspable feature is a concave interior — a box's silhouette says nothing about concavity.
Recommended subgraph state flow
describe → get_obb → propose → select → END
describe—tool: robot.describe_gripper.get_obb—tool: sim.get_object_obb(orgeometry.filter_and_compute_obbon the vision body).propose—script: scripts/<sg>/propose_side_grasps.py, inputstarget_obb,gripper. Router onroute.select— build a pose per candidate withrobot.grasp_frame(approach=…, close_heading_deg=…)and walk them withselecting-reachable-grasp. Its clearance gate is what turns "ranked by margin" into "reachable in this scene".
Required end states
| End state | Meaning |
|---|---|
proposed | Candidates, widest margin first. Continue to select. |
declined | Wider than the jaws from every azimuth. The remaining option is a part of the object narrower than its whole box. |
Signals
- GitHub stars
- 41
- Forks
- 7
- Last commit
- Sep 2026
Advanced
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proposing-side-grasps- Source
- github.com/graph-robots/open-robot-skills