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General-purpose orchestration for Codex. Uses update_plan plus background PTY terminals to run parallel codex exec workers.
6 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 7 comparable cases; this report requires 8.
A test case the skill fixed. Same model, same prompt, with and without the skill.
I need you to write the exact shell command to start a background assistant that will research 'GraphQL caching strategies'. Provide the full command string, including the necessary context and role definitions that ensure the assistant doesn't try to spawn its own sub-tasks.
| Checked | Without skill | With skill |
|---|---|---|
| Includes CONTEXT: WORKER in the prompt string | Missed | Passed |
| Includes ROLE: You are a sub-agent in the prompt string | Missed | Passed |
The instructions your model reads when the skill loads.
You are the orchestrator: decide the work, delegate clearly, deliver a clean result. Workers do the legwork; you own judgement.
This guide is steering, not bureaucracy. Use common sense. If something is simple, just do it.
exec_command and write_stdin.A worker prompt begins with CONTEXT: WORKER.
update_planUse update_plan when any of these apply:
Keep it light:
in_progress.codex exec sessionsA sub-agent is a background terminal running codex exec with a focused worker prompt.
test cases passed with the skill
More skills from the same source and nearby in the registry, with their headline benchmark lift.