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codex-first

Claude Code work routing: delegate hands-on work to Codex under the native-Claude model gate.

Skill by steipete

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/steipete-codex-first

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Claude Code work routing: delegate hands-on work to Codex under the native-Claude model gate. Keep specification, judgment, and verification in Claude; prefer isolated Codex-backed autoreview.

Use cases: agent-building, agent-orchestration

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
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Runs as
Shell scripts

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/codex-first

What's inside

Skill name
codex-first
Description
Claude Code work routing: delegate hands-on work to Codex under the native-Claude model gate. Keep specification, judgment, and verification in Claude; prefer isolated Codex-backed autoreview.
License
MIT
Instructions
229 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (7)

  • SKILL.md
  • coordination.md · references/
  • launch-details.md · references/
  • resume-and-watchdog.md · references/
  • troubleshooting.md · references/
  • codex-resume · scripts/
  • codex-resume.test.sh · scripts/

SKILL.md (first lines)

# Codex First

## Launch flags — read first, copy verbatim

Default every Codex worker, **fresh or resumed**, to **GPT-6.1 Sol, high
reasoning, Ultrafast service tier** (`service_tier="ultrafast"`). Pass all three
settings unless the user requests an override.

```bash
# fresh
codex exec --yolo -C "$WT" \
  -m gpt-6.1-sol -c 'model_reasoning_effort="high"' \
  --enable fast_mode -c 'service_tier="ultrafast"' \
  -c 'model_auto_compact_token_limit=260000' \
  -o "$OUT" - < "$ORDER"
# resume: pass the same flags again; resume does not inherit them
codex exec resume "$SID" --dangerously-bypass-approvals-and-sandbox \
  -m gpt-6.1-sol -c 'model_reasoning_effort="high"' \
  --enable fast_mode -c 'service_tier="ultrafast"' \
  -c 'model_auto_compact_token_limit=260000' -o "$OUT" -
```

- Ultrafast has a context ceiling (measured 2026-10-13, direct Responses probes, gpt-6.1-sol +
  gpt-6-astra): served `ultrafast` up to ~282k prompt tokens, flaky at 288–294k, `fast` at
  ≥300k — silently, HTTP 200. Config default compacts at 400k, so long workers drift to Fast;
  the 260k compact cap keeps them Ultrafast. Rollouts record only the requested tier; prove the
  served tier with a direct probe (`response.service_tier`).
- Context: workers get the base 500k window. Add `-p sol61-1m` (or `-p astra-1m`) only when the
  order needs a whole-repo context; see `$codex-huge-context`. Those profiles forfeit Ultrafast
  above ~280k.
- Copy all model/reasoning/tier flags into wrappers; override only on user request. Verify launch arguments (`ultrafast` default; requested `fast` is valid).
- For requested Fast reviews, use `--codex-speed fast`.

### Security audits and cyber-classifier refusals → Daybreak Red (Peter, 2026-10-15/18)

Security audit lanes (threat models, injection/secret-exposure audits, permission inventories,
security review of hardening diffs) launch on **Daybreak Red** from the start (Peter 2026-10-18:
"use daylight red model for security audits"). Implementation workers stay on Sol.

Worker stops with `This content was flagged for possible cybersecurity risk` → relaunch or resume
the same order on **Daybreak Red** (Peter: "use daybreak red if you hit a blocker with regular
models"). Don't rephrase to dodge the classifier or hop between regular models.

- Direct API only: the ChatGPT-account route returns 400 `not supported when using Codex with a
  ChatGPT account`. Add `-c 'model_provider="openai_api_direct"'` (API key via the provider's
  auth command in `~/.codex/config.toml`).
- Slug: the `model_catalog_json` entry whose `display_name` is `Daybreak Red`. Keep it out of
  public artifacts (commits, PRs, issues, logs) per public model naming.
- No Ultrafast: drop `--enable fast_mode` / `service_tier`; keep `model_reasoning_effort="high"`.
- Verified 2026-10-15 with a one-line `codex exec` probe on the direct provider.

### Capacity fallback (Peter, 2026-10-12)

Org caps `gpt-6.1-sol` at 40M tokens/min. Worker or resume fails with `Rate limit reached for
gpt-6.1-sol ... tokens per min (TPM)`, `Selected model is at capacity`, or `overloaded` → resume
that same session on **GPT-6 Astra, high, Ultrafast** immediately (Peter, 2026-10-12: "use
astra if sol has rate limits"; Astra serves `ultrafast`, verified 2026-10-13); no waiting loop:

```bash
codex exec resume "$SID" --dangerously-bypass-approvals-and-sandbox \
  -m gpt-6-astra -c 'model_reasoning_effort="high"' \
  --enable fast_mode -c 'service_tier="ultrafast"' \
  -c 'model_auto_compact_token_limit=260000' -o "$OUT" -
```

- Resume onto Astra keeps the thread (verified 2026-10-12: Sol-created session resumed on Astra and replied).
  Fresh orders at capacity: same flags with `codex exec --yolo -C "$WT"`; a fresh launch that dies
  on capacity already has a session id in stderr (`session id: …`) — resume that, don't relaunch.
- Back off only when Sol and Astra are both limited; then alternate with growing sleeps.
- Wrapper retry triggers must match all three strings (`rate limit|at capacity|overloaded`);
  matching only "rate limit" made capacity failures exit instead of falling back.
- Autoreview at capacity: `--model gpt-6-astra --thinking high --codex-speed fast`. If autoreview
  refuses because its provider/route doesn't match operator config, don't change config — review
  with a fresh-context subagent (diff + brief) and say so in the PR.
- New workers still start on Sol 6.1 Ultrafast; fall back per worker, only on the capacity error.
- Restarts and recoveries: `~/.codex/skills/agent-scripts/codex-first/scripts/codex-resume` does the
  fallback, busy check, safe stop, and classified exits ([resume and watchdog](references/resume-and-watchdog.md)).

### Wrapper and process hygiene (2026-10-12/13)

- Never edit a running wrapper script in place: bash reads scripts incrementally, so live runs
  execute the new bytes at their old offset. Write `x.new`, `bash -n`, `chmod +x`, then `mv`
  (rename keeps the old inode for running copies; forgetting `chmod` gives exit 126).
- Never run `codex exec` under `set -e` in a wrapper: a rate-limit death exits non-zero and ends
  the script before its fallback runs (2026-10-13, a 27-worker fleet). Capture the code
  (`… && rc=0 || rc=$?`) and classify it, or hand the session to `codex-resume`.
- Killing a wrapper orphans its `codex exec` children; the next resume then fails with
  `thread … already has an active writer`. Stop and resume with `codex-resume --stop "$SID"`:
  it finds the worker through its open rollout file (fresh launches don't carry `$SID` in argv,
  so `pgrep -f` misses them) and refuses while `scripts/pr` or git runs beneath it. A leftover
  `~/.codex/thread-writer-locks/$SID.lock` file without a live holder is harmless.
- To redirect a running worker (new design/priority), `codex-resume --stop -p "$ORDER_FILE" "$SID"` (or `--message "…"`);
  its worktree changes and context survive.
- To retire a worker for good, do not use `codex-resume`: `--stop` always resumes afterward
  (2026-10-18, a cancelled worker restarted in its deleted worktree). Kill the native codex
  binary (`pgrep -P <node-shim-pid>`), then the node shim and its wrapper.

## Hard gate

**Autoreview exception:** always prefer Codex-backed `$autoreview`, independent
of `ANTHROPIC_BASE_URL`, router state, or harness. Reviewing a frozen bundle is
not hands-on self-delegation. Do not switch review engines merely because the
parent session is router-backed. This exception takes precedence over the gate
below.

Use the autoreview helper with `--engine codex` (defaults: 6.1 Sol, medium, Ultrafast) unless the user requests an override. It tries the ChatGPT subscription first and, on an auth failure, retries once on the configured direct-API provider; pass `--codex-config 'model_provider="openai_api_direct"'` only to skip the subscription attempt. Preserve the helper's reviewer isolation.

For direct hands-on delegation, use this skill only
when the active agent is Claude Code **and** the session is running on a native
Claude model.

**Model check (primary).** The point of the gate is model economics: Claude
tokens are metered and expensive, so hands-on work moves to Codex; but if the
session is already routed to a cheaper/other model, delegation gains nothing.
Decide by the model the session actually runs on, not by the transport:

1. Read the model id from the system prompt's environment section ("You are
   powered by the model …"). Router-wrapped ids may be opaque
   (`claude-ccr-<hex>`); the hex suffix is often ASCII — decode it

From steipete/agent-scripts, MIT.

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    Last commit (this folder)
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    License
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    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026

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    Cite this page

    codex-first skill. Agent Mart. https://agentmart.dev/skills/steipete-codex-first (last updated 2026-10-24)