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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。
Showing SKILL.md
Based on SOC occupation classification
| id | 589bbb5c-34e3-4f93-a5a9-9ba395734d97 |
| name | self / nn / torch |
| description | General SOP for common requests related to self, nn, torch. |
| version | 0.1.0 |
| tags | ["self","nn","torch"] |
| triggers | ["Use when the user asks for a process or checklist.","Use when you want to reuse a previously mentioned method/SOP."] |
| examples | [{"input":"Break this into best-practice, executable steps."}] |
General SOP for common requests related to self, nn, torch.
Follow this SOP (replace specifics with placeholders like //):
For each step, include: action, checks, and failure rollback/fallback plan. Output format: for each step number, provide status/result and what to do next.
Input:
Break this into best-practice, executable steps.