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LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据，按主题分组汇总"我都做了什么"，并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
Based on SOC occupation classification
| name | codex-agent |
| description | Run Codex tasks via the ai_cli Task Tool runner. |
| version | 0.8.0 |
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):
python3 .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>/.