FreePublished on GitHub

agent-native

Make an out-of-session agent AgentOps-native via skills + ao CLI + CI, not hooks.

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majiayu000/claude-skill-registry-data

See how to install

Files included (2)

SKILL.md1.6 KB
metadata.json751 B

SKILL.md (original)

Review the instructions the agent will receive before you install.

$agent-native — Make Out-of-Session Agents AgentOps-Native (Codex Native)

Quick Ref: Run a Claude/Codex loop outside an interactive session (Managed Agent, Agent SDK, or self-hosted sandbox) under the same AgentOps guardrails — hooklessly. Guardrails = skills + the ao CLI + CI, never ported hooks. Bundle skills into the agent definition, expose ao as a callable tool so the loop self-bootstraps + self-validates, and gate the output through the SAME CI as interactive work.

Codex/NTM path

Codex (gpt-5.3-codex) has NO Managed Agents API, NO Workflow tool, NO Task subagent. It orchestrates via NTM (tmux pane swarms + agent-mail) + skills + the ao CLI + ssh to bushido. So an out-of-session Codex loop becomes AgentOps-native the same way: load the AgentOps skills, call ao session bootstrap / ao inject / ao validate directly (no MCP needed — Codex shells out), and gate outputs through CI (agent-output-validate.yml). ao does not wrap gc; a whole loop needing a mayor/refinery still routes through gc.

Instructions

Load and follow the skill instructions from the sibling SKILL.md — OR read skills/agent-native/SKILL.md in the host repo for the canonical specification. Honor the Critical Constraints: this is a reframe of "port hooks", NOT a hook revival; no skill fork (load the same skills/ files); Managed Agents are NOT ZDR (no holdout/PII in the agent definition); CI is the enforcement boundary, not the optional in-loop adapter.

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Install

Install with a command

npx skills add https://github.com/majiayu000/claude-skill-registry-data --skill agent-native

Paste it into your terminal and run it (requires Node.js). You can choose which agents to install it for, such as Claude Code or Codex.

Ask your agent

Please install the following Agent Skill.
https://github.com/majiayu000/claude-skill-registry-data/tree/main/agent/agent-native

First review SKILL.md and the bundled files and confirm there is nothing suspicious (such as sending data externally or reading credentials). Then place it in ~/.claude/skills/agent-native/ for Claude Code, or ~/.agents/skills/agent-native/ for Codex.

Send this text to Claude Code or Codex as is. It checks the contents before installing.

View source on GitHub

Repository: majiayu000/claude-skill-registry-data
Stars: 27
Forks: 11
Category: Development
Original language: English
Last updated: Oct 22, 2026

A skill is a set of instructions and scripts for an agent. cccskills does not guarantee that skills are safe. Review the contents before you install.