Skip to content
Back to skills

Productionos Auto Swarm Nth

ASecurity

Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality. Can invoke any ProductionOS skill or command within waves.

  • 8 stars
  • 0 votes
  • 0 copies
  • 2 views
  • Added May 27, 2026
data-airailsgit

Security analysis

A100/100

Scanned May 27, 2026

npx -y skills add ShaheerKhawaja/ProductionOS --skill productionos-auto-swarm-nth --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Productionos Auto Swarm Nth?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Productionos Auto Swarm Nth
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/shaheerkhawaja-productionos-auto-swarm-nth/badge)](https://www.skillsdirectory.com/skills/shaheerkhawaja-productionos-auto-swarm-nth)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: productionos-auto-swarm-nth
description: "Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality. Can invoke any ProductionOS skill or command within waves."
argument-hint: "[repo path, target, or task context]"
---

# productionos-auto-swarm-nth


Use this alias when you want the same workflow through a top-level Codex-safe name without the `productionos:` namespace.
## Overview

This is the Codex-native workflow wrapper for [.claude/commands/auto-swarm-nth.md](../../.claude/commands/auto-swarm-nth.md).

Use it when the user wants this exact ProductionOS workflow, not just the umbrella `productionos` router.

## Source of Truth

1. Read the source command spec at [.claude/commands/auto-swarm-nth.md](../../.claude/commands/auto-swarm-nth.md).
2. Use [CODEX-PARITY-HANDOFF.md](../../docs/CODEX-PARITY-HANDOFF.md) to confirm runtime support and parity expectations.
3. Preserve the source workflow's guardrails, scope, artifacts, and verification intent.
4. Translate Claude-only slash-command and hook semantics into Codex-native execution instead of copying them literally.

## Codex Behavior

- Summary: Recursive swarm orchestration until coverage and quality thresholds are met.
- Expected behavior: Repeat swarm-style execution until gaps close, while translating agent waves into Codex-native orchestration.
- Validation: tests/runtime-targets.test.ts

## Inputs

- `task` — The task to swarm on (natural language description) Required.
- `max_waves` — Maximum swarm waves (default: unlimited, practical cap: 20) Default: `20` Optional.
- `mode` — Swarm mode: research | build | audit | fix | explore (default: auto-detect) Optional.
- `swarm_size` — Agents per wave (default: 7, max: 7) Default: `7` Optional.
- `max_cost` — Maximum accumulated cost in USD before halting (default: 20) Default: `20` Optional.
- `isolation` — Agent isolation mode: none (default) | worktree (each agent gets isolated git worktree with non-overlapping file scopes) Default: `none` Optional.

## Execution Outline

1. Preamble

## Agents And Assets

- Agents: `merge-conflict-resolver`, `self-evaluator`, `self-healer`, `worktree-orchestrator`
- Templates: `INVOCATION-PROTOCOL.md`, `PREAMBLE.md`, `SELF-EVAL-PROTOCOL.md`
- Artifacts: `.productionos/SWARM-COVERAGE.md`, `.productionos/SWARM-NTH-COST-HALT.md`, `.productionos/SWARM-NTH-REPORT.md`, `.productionos/SWARM-WAVE-{N}.md`, `.productionos/TOKEN-BUDGET.md`, `.productionos/WORKTREE-MERGE-LOG.md`, `.productionos/self-eval/`, `.productionos/swarm-tasks.json`

## Workflow

1. Load only the agents, templates, prompts, and docs referenced by the source command.
2. Execute the workflow intent with Codex-native tools.
3. If the source command implies parallel agent work, only delegate when the user explicitly wants that overhead.
4. Verify with the smallest relevant checks before concluding.
5. Summarize what changed, what was verified, and what still needs human approval.

## Guardrails

- Do not claim that Claude-only marketplace, hook, or slash-command behavior runs directly in Codex.
- Keep the scope faithful to the source command rather than broadening into a generic repo audit.
- Prefer concrete outputs and validation over describing the workflow abstractly.
- **Cost ceiling: $ARGUMENTS.max_cost (default $20). Enforced via Phase 0 cost check before every wave. Hard halt when exceeded.**
- Maximum waves: $ARGUMENTS.max_waves (default 20, hard cap 50)
- Agents per wave: $ARGUMENTS.swarm_size (default 7, max 7)
- Per-wave token budget: 400K
- Total session budget: 5M tokens
- Regression protection: if a fix breaks existing tests, rollback immediately
- Stall detection: 2 waves with < 2% coverage improvement triggers pivot
- Quality floor: no item can drop below its previous quality score

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.