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Get Started Free →作为项目经理操作 OpenAI Codex CLI 完全体。包含:知识库维护(自动跟踪 Codex 最新功能)、任务执行(提示词设计→执行→监控→质量检查→迭代→汇报)、配置管理(feature flags/模型/skills/MCP)。通过 tmux 操作交互式 TUI,通过 notify hooks + pane monitor 实现异步唤醒。NOT for: 简单单行编辑(用 edit)、读文件(用 read)、快速问答(直接回答)。
.claude/skills/majiayu000-codex-agent/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-15 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -60% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-22 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-11 | ✓→✗ | ▼ Worse | -9% | 0% |
Use this skill to run Codex tasks via the ai_cli runner. This is intended for Claude to delegate work to Codex when appropriate, including long-running background tasks that can be monitored while other work continues.
Call the runner script (installed path in projects is .claude/scripts):
bashpython3 .claude/scripts/sc_codex_task.py --json '{...}'
Use sc_codex_task.py only (do not call other runner script names). Do not invent flags like --run_in_background, --description, --prompt, or --subagent_type.
Provide Task Tool input JSON with:
descriptionpromptsubagent_type (defaults to sc-codex if not provided by the caller)--model codex (default: gpt-5.2-codex)--model codex-max or --model max (maps to gpt-5.1-codex-max)--model codex-mini or --model mini (maps to gpt-5.1-codex-mini)--model gpt-5 (maps to gpt-5.2)--no-background is provided.--background to force background explicitly.--no-background to force blocking mode.output_file (JSONL transcript path) and agentId.output_file via a short Python loop (avoid tail -f and avoid timeout, which may be missing on macOS).--background) returns { "output", "agentId" }..claude/state/logs/<package-name>/.Other measured skills in the registry, with their headline benchmark lift.