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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 | pitch-deck |
| type | workflow |
| family | workflow |
| rigor | full |
| description | Use when creating investor pitches, internal presentations, or funding proposals. |
| keywords | investor-pitch, presentation, funding, storytelling, pitch, investor-relations |
| compatibility | Claude Code and compatible agent products |
| requires | ["problem-framing","market-context"] |
| enhances | ["fiction-architect","executive-briefing","business-case"] |
| sources_pdf | ["Zero to One (Thiel)","High Growth Handbook (Gil)","Scientific Advertising (Hopkins)"] |
| sources_web | ["Sequoia Pitch Deck Template","YC Application Guide"] |
Pitch-deck creation is the narrative art of proving a "secret" through data and design. It transforms a vague idea into a definite plan for monopoly, focusing on the vertical leap from 0 to 1. It forces the author to answer the two most critical questions in venture: "Why Now?" (Market Timing) and "Why Us?" (Unique Capability).
NO PITCH WITHOUT A CLEAR "WHY NOW" AND "WHY US" ANSWER
Without a compelling reason for market timing and a unique team mission, a pitch is merely an observation of a trend. This leads to being "one of many" in a competitive market where profits are competed to zero. (Source: Thiel)
digraph pitch_deck_flow {
"The Secret Discovered" [shape=doublecircle];
"Step 1: The 10x Leap" [shape=box];
"Step 2: Niche Monopolization" [shape=box];
"Step 3: Scaling Roadmap" [shape=box];
"Gate: The 'Why' Audit" [shape=diamond];
"Deck Finalized" [shape=doublecircle];
"The Secret Discovered" -> "Step 1: The 10x Leap";
"Step 1: The 10x Leap" -> "Step 2: Niche Monopolization";
"Step 2: Niche Monopolization" -> "Step 3: Scaling Roadmap";
"Step 3: Scaling Roadmap" -> "Gate: The 'Why' Audit";
"Gate: The 'Why' Audit" -> "Step 1: The 10x Leap" [label="incremental logic"];
"Gate: The 'Why' Audit" -> "Deck Finalized" [label="pass"];
}
executive-briefing instead).prd-writing instead).problem-framing instead).REQUIRED SUB-SKILL: market-context — To validate the "Why Now" timing.
RECOMMENDED SUB-SKILL: fiction-architect — To structure the "Problem-Solution" arc as a compelling narrative.
RECOMMENDED SUB-SKILL: resonance-engine — To increase the emotional and persuasive force of the pitch.
| Thought | Reality |
|---|---|
| "I'll just use the standard Sequoia template." | Templates provide structure, but they often mask a lack of substantive "Zero to One" thinking. Substance trumps format. |
| "The market is $100B, we only need 1%." | This is a red flag for "horizontal" copying. High-value startups monopolize 100% of a small market first. |
| "We'll build the product now and find users later." | Distribution is as critical as product. A pitch without a distribution plan is a pitch for a hobby, not a business. |
| "Being a first-mover ensures we win." | First-moving is a tactic. Being the last-mover (the final great breakthrough) is what creates durable value. |
These thoughts mean STOP — you are about to shortcut: