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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。
基于 SOC 职业分类
正在显示 SKILL.md
| name | executive-briefing |
| type | workflow |
| family | workflow |
| rigor | full |
| description | Use when communicating with board members, C-suite executives, or senior leadership. |
| keywords | board-communication, leadership, executive, briefing, communication, C-suite |
| compatibility | Claude Code and compatible agent products |
| requires | ["one-pager"] |
| enhances | ["stakeholder-review","resonance-engine"] |
| sources_pdf | ["The Effective Executive (Drucker)","High Output Management (Grove)","The Pyramid Principle (Minto)"] |
| sources_web | ["HBR: Executive Communication Principles","HBR: Briefing the Board"] |
Executive-briefing is the high-stakes discipline of managing senior leadership's most limited resource: attention. It shifts the focus from "reporting activity" to "delivering judgment," ensuring that every communication connect directly to organizational strategy and results in a clear decision or action.
NO EXECUTIVE COMMUNICATION WITHOUT BOTTOM-LINE-UP-FRONT
Buried recommendations lead to wasted executive time, tangential discussions, and "decision fatigue." If the "ask" isn't clear in the first 10 seconds, the briefing has failed.
digraph executive_briefing_flow {
"Briefing Input" [shape=doublecircle];
"Step 1: Context Mapping" [shape=box];
"Step 2: BLUF Formulation" [shape=box];
"Step 3: Strategic Connection" [shape=box];
"Gate: The 'Ask' Check" [shape=diamond];
"Briefing Delivered" [shape=doublecircle];
"Briefing Input" -> "Step 1: Context Mapping";
"Step 1: Context Mapping" -> "Step 2: BLUF Formulation";
"Step 2: BLUF Formulation" -> "Step 3: Strategic Connection";
"Step 3: Strategic Connection" -> "Gate: The 'Ask' Check";
"Gate: The 'Ask' Check" -> "Step 2: BLUF Formulation" [label="ask hidden"];
"Gate: The 'Ask' Check" -> "Briefing Delivered" [label="ask clear"];
}
problem-framing instead).REQUIRED SUB-SKILL: one-pager — To ensure the core narrative is distilled before the live briefing.
RECOMMENDED SUB-SKILL: resonance-engine — To increase the persuasive impact of the strategic connection.
RECOMMENDED SUB-SKILL: mental-model-library — To apply cross-domain reasoning to complex executive decisions.
| Thought | Reality |
|---|---|
| "I need to give them the history so they understand." | Executives already have the context; they want your judgment on the future, not a history lesson on the past. |
| "The results are bad, I should soften the blow." | Softening the blow obscures the risk. Executives trust those who provide "the thing you think you cannot say" (Source: Johnson) with level-headedness. |
| "This is too complex for a single sentence." | Complexity is a sign you haven't mastered the material. If you can't summarize it, you aren't ready to brief leadership. |
| "I'll let them look at the data and decide." | This is a failure of leadership. Your job is to analyze the data and provide a recommendation. |
These thoughts mean STOP — you are about to shortcut: