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Agent Native — Parallel Worker Dispatch & Role Contract

A strict operating contract for dispatching independent work packets to parallel agent workers or named persistent roles, with disjoint write scopes and observed-only runtime evidence.

AutomationAdvanced★ 446⑂ 42AI score 7/10Last updated: Sep 26, 2026

What it does

  • Defines how to dispatch independent work packets to parallel workers or caller-selected persistent role sessions.
  • Separates authority by role: Orchestrator (passes intent, scope, evidence refs; names the final-review owner), Implementer (may touch only its packet's subject), Validator (exact candidate content in a fresh read-only context), Scribe (records runtime evidence, never judges). Reader/Writer are bounded cheap delegations (≤350-line slices; a Writer requires a reference file).
  • Forces pre-launch validation of every packet: resolve symlinks, normalize paths, case-insensitive scope comparison so an alias cannot hide a collision; reject nonempty write-scope excludes.
  • Names and blocks the prompt-send optimism failure mode — a delivered prompt proves transport, not engagement — and the anti-pattern of restarting an unresponsive worker before capturing its state.
  • Requires observed session/context identity (a requested ID is not an observed ID), preservation of launch failures, and clean separation between runtime facts and verdicts.

Who it's for

  • Teams actually running AgentOps-style workflows or Codex native roles (bulk-reader, code-writer).
  • Engineers orchestrating several concurrent agents who have hit write collisions, duplicate dispatches, or ghost workers.
  • Advanced users who want an auditable split between execution and validation.

Examples

  1. Build three implementation packets scoped to separate directories, run the disjointness/symlink check, then dispatch each exactly once and keep identity with each result.
  2. Delegate a large-file survey to a Reader in ≤350-line slices and get line-referenced bullets back without loading file bytes into the parent context.
  3. On a suspected stall, capture observable native state first, then choose a nudge or replacement within remaining authority instead of restarting.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/boshu2/agentops/HEAD/skills-codex/agent-native/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
↓ Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the skills-codex/agent-native folder from the GitHub repo boshu2/agentops into my ~/.claude/skills/boshu2-agent-native/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/boshu2/agentops.git && mkdir -p ~/.claude/skills && cp -r agentops/skills-codex/agent-native ~/.claude/skills/agent-native

⚠ This is a third-party skill. Check the source repository before installing.

  1. Open a terminal.
  2. Clone the repo: git clone https://github.com/boshu2/agentops.git
  3. Create the skills directory: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r agentops/skills-codex/agent-native ~/.claude/skills/agent-native
  5. Verify the references/ files (model-dispatch.md, session-associations.md, judgment-receipts.md, RAW_SOURCE_READS.md) came along; re-copy them from the repo if missing.
  6. Note that scripts/swarm/dispatch_once.py is a developer reference requiring an AgentOps source checkout and is not bundled with a standalone skill install — keep the clone if you need it.
  7. Restart Claude Code and ask something like "split this into disjoint packets and dispatch parallel workers" to trigger the skill.
View source on GitHub ↗License: Apache-2.0