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policy-act

Use when an approved task needs an ACT checkpoint to propose bounded, versioned action chunks from current observations.

Skill by Chenxi-Li24

IndexedMIT★ 4
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/chenxi-li24-policy-act

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Use when an approved task needs an ACT checkpoint to propose bounded, versioned action chunks from current observations.

Use cases: productivity

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
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Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/policy-act

What's inside

Skill name
policy-act
Description
Use when an approved task needs an ACT checkpoint to propose bounded, versioned action chunks from current observations.
License
MIT
Instructions
25 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: "policy-act" does not match folder "act"

Files (2)

  • SKILL.md
  • manifest.yaml

SKILL.md (first lines)

# ACT Policy

## Purpose

Load a declared ACT checkpoint and produce finite action chunks for a specific task, plan revision and observation revision.

## Contract

Input references `frameRef`, `robotStateRef`, targetRef, checkpoint hash and requested horizon. Output records checkpoint identity, action units, timing, confidence and validity envelope.

Task Engine and Robot Service validate every chunk before execution. A new chunk cannot extend the user's authorized action range implicitly.

## Safety

Reject missing or mismatched checkpoints, stale observations, discontinuous first actions, out-of-range joints, excessive speed and unavailable supervision. Cancel clears queued chunks. Interruption requires a new plan and authorization.

## Dependencies

Requires Robot, Vision, Supervisor, Startouch, XVisio and verified `policy.act` checkpoint assets.

## Current Status

Only prior contract/loader prototypes exist in migration sources. The formal worker and checkpoint are absent, so Registry must report unavailable.

From Chenxi-Li24/UIEAclub_ThirdHand_VLA, MIT.

More from Chenxi-Li24/UIEAclub_ThirdHand_VLA

Signals

Stars
4
Forks
1
Open issues
0
Last commit (this folder)
Sep 10, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from Chenxi-Li24

Cite this page

policy-act skill. Agent Mart. https://agentmart.dev/skills/chenxi-li24-policy-act (last updated 2026-10-24)