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/benjam3n/reasoningtool --skill aar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。
Route any input through a branching question tree to narrow down the optimal response strategy before writing. Two stages — PERCEIVE (classify input) then ACT (select response). Covers all prompt types.
Generate exhaustive guesses about user input using ALL search methods with coverage tracking. Guessing is SEARCH through possibility space. Tracks space created vs space covered to ensure comprehensive exploration.
Systematically evaluate and select from a set of guesses, options, or possibilities. Combines ARAW analysis with prioritization to determine which guesses are strong, weak, actionable, or eliminable.
基于 SOC 职业分类
正在显示 SKILL.md
| name | aar |
| description | The After Action Review (AAR) is a structured debrief to learn from experience. |
| output | {"format":"prose"} |
Input: $ARGUMENTS
The After Action Review (AAR) is a structured debrief to learn from experience. It compares what was supposed to happen with what actually happened and extracts lessons for the future.
The US Army credits AARs with dramatically accelerating organizational learning and considers them one of their most important innovations.
Ground rules:
Document this BEFORE discussing what actually happened (prevents hindsight distortion).
Walk through chronologically:
Key: Reconstruct what people KNEW at the time, not what we know NOW.
For each significant divergence between plan and reality:
| Divergence | Expected | Actual | Root Cause |
|---|---|---|---|
| [what diverged] | [plan said] | [what happened] | [why] |
Probe causes with:
For each divergence, extract:
Sustains (things that worked — do MORE of these):
Improves (things that didn't work — do DIFFERENTLY next time):
Key insight: The most valuable lessons are usually about process, not content. Not "we should have chosen option B" but "we should have tested our assumption before committing."
Convert lessons into specific, actionable changes:
| Lesson | Action | Owner | When | How We'll Know It's Working |
|---|---|---|---|---|
| [lesson] | [specific change] | [who] | [by when] | [measurable indicator] |
Quality check on actions:
AFTER ACTION REVIEW:
Event: [what was reviewed]
Date of event: [when]
Date of AAR: [when — should be close to event date]
PLANNED vs ACTUAL:
| Aspect | Planned | Actual | Divergence |
|--------|---------|--------|-----------|
| [aspect] | [plan] | [reality] | [gap] |
SUSTAINS (keep doing):
1. [what worked and why]
IMPROVES (change):
1. [what to do differently and why]
ACTION ITEMS:
| Action | Owner | Deadline | Measure |
|--------|-------|----------|---------|
| [action] | [who] | [when] | [indicator] |
KEY INSIGHT: [single most important lesson]