用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/majiayu000/claude-skill-registry --skill operational-excellence命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
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 | operational-excellence |
| type | domain |
| family | executive |
| rigor | standard |
| description | Use when designing execution systems, OKR frameworks, or operational processes. |
| keywords | execution, systems, OKRs, management, processes, operations, efficiency |
| compatibility | Claude Code and compatible agent products |
| requires | [] |
| enhances | ["strategy-clarity","team-builder","prd-writing"] |
| sources_pdf | ["High Output Management (Grove)","Measure What Matters (Doerr)","Working Backwards (Bryar)","An Elegant Puzzle (Larson)","The Mythical Man-Month (Brooks)"] |
| sources_web | ["Stratechery: The Amazon Tax","Google re:Work: Team Effectiveness","Farnam Street: Second-Order Thinking"] |
Operational excellence is the discipline of creating high-leverage execution systems that translate strategic choices into measurable output. This skill focuses on building "Mechanisms" (not just good intentions), managing by controllable inputs, and optimizing team topology for maximum flow.
A manager's output is the output of the units under their influence. High-leverage activities—those that affect many people for a long time—must be prioritized over low-leverage tactical "busyness."
If a process fails, do not ask for more "effort" or "better focus." Build a Mechanism—a recurring, automated process that includes a tool, a training, and an audit to ensure the problem is solved structurally.
You cannot control outputs like revenue or stock price. You can only control inputs like selection, price, and convenience. Operational excellence requires identifying and obsessively measuring the inputs that drive the desired outputs.
Management style is not fixed; it must adapt to the subordinate's experience level in a specific task. High TRM requires a hands-off, objective-oriented approach; low TRM requires detailed, process-oriented monitoring.
Design internal operations as modular service layers (APIs). If an internal service is efficient enough to be externalized, it becomes a profit center rather than a cost center. This forces internal units to compete at market standards.
Model the operational flow and identify the "bottleneck" or "limiting step"—the part of the process that is most difficult, expensive, or slow. (Source: Grove, Ch. 2)
Establish a measurement framework that focuses on leading indicators. (Source: Doerr, Ch. 1-5)
Transform a solution into a permanent system. (Source: Bryar, Ch. 1)
Ensure team size and structure support flow. (Source: Larson, Ch. 1)
Predict the consequences of operational changes. (Source: Farnam Street, "Second-Order Thinking")
non-fiction-precision — Use written narratives (6-pagers) to describe operational plans.feedback-coach — Pair OKRs with CFRs (Conversations, Feedback, Recognition).decision-frameworks — To choose between competing operational priorities.