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Automation
Skill

/estimate

Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook

From plugin
auto-empirical-research-skills
3.3k200 skills146 agents
Install
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill estimate --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/estimate

Context preview

The summary Claude sees to decide when to auto-load this skill.

Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook

SKILL.md

estimate.SKILL.md
name: estimate
description: "Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook"
argument-hint: "<estimation specification or task>"
disable-model-invocation: true

This command routes to `/workflows:work` with estimation pipeline context.

Before starting, load the `empirical-playbook` skill and its `references/estimation-pipeline.md` for the phased estimation workflow (data validation → identification → estimation → standard errors → robustness → results).

Now run `/workflows:work` with the estimation pipeline framing. Follow the phase gates in `estimation-pipeline.md` — do not proceed to the next phase until the current phase's gate conditions are met.

Ships withauto-empirical-research-skills

📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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