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When to call
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delegation-autopilot
by leonardsellem
MCP server that lets Codex delegate to isolated codex exec sub-agents, selecting repo+global skills automatically
⭐ 31🍴 0📅 Jan 22, 2026
SKILL.md
name: delegation-autopilot description: In Codex interactive mode, call delegate_autopilot automatically for multi-step or cross-cutting requests (including research-only), otherwise work normally. delegator_exclude: true
Delegation autopilot (parent-agent only)
This skill is meant for the parent Codex agent in interactive mode.
Prerequisites (avoid common first-run failures)
Delegated runs can take minutes. If tool calls fail around ~60s with an error like timed out awaiting tools/call after 60s, increase the MCP tool timeout for this server in ${CODEX_HOME:-~/.codex}/config.toml:
[mcp_servers.codex-specialized-subagents]
tool_timeout_sec = 600
When to call delegate_autopilot
- The user request is multi-step ("and", "then", "also", "plus") or touches multiple areas (code + tests + docs).
- The change is cross-cutting (multiple files/modules) or likely needs specialist attention (security/perf/research).
- The user explicitly asks to delegate / use subagents.
Default rules:
- If the request includes code changes and (tests or docs), call
delegate_autopilotbefore running shell commands or editing files. - If the request is multi-step research-only and you want consistent “scan/implement/verify” decomposition or per-job
thinking_levelbehavior, calldelegate_autopilotwithsandbox="read-only".
When not to call
- The user is asking a simple question or wants a short explanation.
- The change is tiny and local (single file, trivial edit) and you can do it directly.
How to call (minimal)
Call MCP tool delegate_autopilot with:
task: the user request (verbatim)cwd: current workspace directory (optional; defaults are OK)
Optional knobs:
sandbox: use"workspace-write"when you want subagents to edit files;"read-only"for analysis-only delegation; avoid"danger-full-access"unless absolutely necessary.max_agents: default3(use1when you want a single subagent run).skills_mode: default"auto"(use"none"to disable skill selection).
After calling
- If
structuredContent.decision.should_delegateisfalse: continue normally without delegation. - Otherwise: use
structuredContent.aggregateas the consolidated result, and inspectstructuredContent.run_dirfor artifacts.
If you choose delegate_run anyway
- If you need higher/lower reasoning for a one-off run, pass
reasoning_effort(or amodel_reasoning_effort=...entry inconfig_overrides). - If you want a default for manual runs, set
CODEX_DELEGATE_REASONING_EFFORTon the MCP server process.
Safety
- Never paste secrets from
${CODEX_HOME:-~/.codex}or any local config. - Avoid pasting full
codex mcp listoutput or entire config files; redact anything that looks like a token/key. - Do not recurse: delegated subagents must not call any
delegate_*tools.
Score
Total Score
75/100
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