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high perf orchestration a la oh my codex & gastown
by
Jérémie Kalfon
· GitHub ↗
· v0.1.2
· MIT-0
85
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3
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Install in OpenClaw
/install orchestration-setups
Description
Hybrid orchestration skill where OpenClaw stays the control plane and ACP Claude Code is the default execution backend for coding work.
Usage Guidance
What to check before installing or using this skill:
- Verify presence of helper scripts: the docs reference many scripts under scripts/orchestration/ (prepare_project_builder.py, launcher_preflight.py, mark_launch.py, etc.). These are not in the provided file list. Ask the author for the missing scripts or confirm you already have trusted copies before relying on the instructions.
- Secrets and gateway changes: the package metadata says no env vars are required, but the docs instruct injecting OPENAI_API_KEY into the gateway environment for Codex ACP and changing ACPX policy to permissionMode: 'approve-all'. Those are privileged operational changes. Do NOT apply permissionMode: 'approve-all' in production without understanding the security implications. If you must provide an API key, store it securely and scope it appropriately.
- Principle of least privilege: prefer explicit approval/interactive permission flows for ACP sessions where possible. The suggested 'approve-all' mode increases risk of unattended agents performing actions without human review.
- Confirm what will be invoked: the skill's instructions assume the orchestrator can call sessions_spawn and related OpenClaw tooling. Confirm your gateway and agent environment expose these APIs and that the skill will not try to exfiltrate unrelated secrets. The skill's file-based handoff model is reasonable for orchestration, but the missing scripts and the gateway tweaks are the main gaps.
- Test in an isolated environment: run any suggested setup (especially gateway changes and API-key injection) in a non-production/test environment first. Audit logs and limit network access for any worker sessions you spawn.
If you need higher assurance: request the full implementation (all referenced scripts) and an explanation for why ACPX permissionMode must be relaxed, or prefer a variant that uses explicit, limited approvals and documents exactly which secrets and host-level changes are required.
Capability Analysis
Type: OpenClaw Skill
Name: orchestration-setups
Version: 0.1.2
The skill bundle defines a sophisticated multi-agent orchestration framework but recommends high-risk security configurations. Specifically, docs/reproduction.md instructs users to set the ACPX plugin to 'approve-all' for 'unattended' execution, which bypasses human-in-the-loop security boundaries for external agents. Additionally, the documentation (docs/runtime/README.md and docs/design/control-plane-v1.md) references a suite of local Python scripts (e.g., run_workflow.py, dispatch_step.py) that constitute the 'engine' of the system but are not included in the bundle, making the actual execution logic unverifiable.
Capability Tags
Capability Assessment
Purpose & Capability
The skill claims to be an instruction-only orchestration pattern (no binaries, no env vars), and much of the content is consistent with OpenClaw orchestration + ACP backends. However, several parts of the docs require gateway configuration and secrets (e.g., injecting OPENAI_API_KEY for Codex ACP, ACPX permissionMode changes) and reference helper scripts (scripts/orchestration/*.py) that are not present in the provided file manifest. Those requirements are not declared in the skill metadata and are not obviously proportionate to a purely-documentation skill.
Instruction Scope
SKILL.md and the docs instruct the orchestrator to run tool-level actions (sessions_spawn, launcher preflight, mark_launch, etc.), to read/write file-native handoffs, and to modify gateway runtime configuration. Those instructions are within an orchestration scope, but they also assume the existence of helper scripts and gateway-level changes that are not included. The docs recommend changing ACPX permissionMode to 'approve-all' for unattended runs — a broad permission change that goes beyond normal documentation and materially affects gateway policy.
Install Mechanism
There is no install spec and no code files included (instruction-only), which reduces installation risk. However, the runtime docs repeatedly reference scripts (scripts/orchestration/*.py) and helper scripts (prepare_project_builder.py, launcher_preflight.py) that are not present in the package manifest; this suggests either missing implementation or expectation that the user already has these scripts installed elsewhere.
Credentials
The skill metadata declares no required environment variables, but the docs explicitly instruct adding an OPENAI_API_KEY to the gateway environment for Codex ACP and recommend an ACPX policy change ('permissionMode': 'approve-all'). Asking operators to inject API keys into the gateway and to relax ACPX permissions is a high-privilege operational change and is not justified in the metadata; this is disproportionate and a security concern.
Persistence & Privilege
The skill does not request always:true and is user-invocable with normal autonomous invocation defaults. It describes spawning persistent ACP sessions and storing file-native state, which is expected for orchestration. Autonomous invocation is the platform default; this alone is not a red flag, but it does increase the blast radius if combined with the other noted concerns (gateway policy change, secrets).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install orchestration-setups - After installation, invoke the skill by name or use
/orchestration-setups - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.2
better name
v0.1.1
Clarify available workflows (review-loop, deep-research, project-builder, batch-review, watchdog) and add an explicit validation matrix so packaged coverage is honest about what is fully validated versus structurally packaged.
v0.1.0
Initial public package: anonymized OpenClaw + Claude Code ACP + Codex ACP orchestration setup with docs, workflow packs, reproduction guide, and smoke-test notes.
Metadata
Frequently Asked Questions
What is high perf orchestration a la oh my codex & gastown?
Hybrid orchestration skill where OpenClaw stays the control plane and ACP Claude Code is the default execution backend for coding work. It is an AI Agent Skill for Claude Code / OpenClaw, with 85 downloads so far.
How do I install high perf orchestration a la oh my codex & gastown?
Run "/install orchestration-setups" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is high perf orchestration a la oh my codex & gastown free?
Yes, high perf orchestration a la oh my codex & gastown is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does high perf orchestration a la oh my codex & gastown support?
high perf orchestration a la oh my codex & gastown is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created high perf orchestration a la oh my codex & gastown?
It is built and maintained by Jérémie Kalfon (@jkobject); the current version is v0.1.2.
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