first-principles

name	first-principles
version	2.0.0
description	Use when facing complex problems requiring innovative solutions, when conventional approaches fail, when breaking down assumptions, or when user asks to 'think from first principles', 'get to the root', 'fundamentally rethink', 'what's the essence', 'strip away assumptions'.
category	analysis
complexity	high
typical_duration	30min
dependencies	[]
benefits-from	["goal-oriented"]
conflicts-with	[]
output_artifact	memory/artifacts/first-principles/
allowed-tools	["Read","Write","Bash","Grep","Glob"]
tags	["创新思维","问题分析","架构设计","技术选型","成本优化"]

第一性原理思维

前置协议

环境检测

# 检测当前项目信息
PROJECT_ROOT=$(git rev-parse --show-toplevel 2>/dev/null || echo "unknown")
BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
COMMIT=$(git rev-parse --short HEAD 2>/dev/null || echo "unknown")

echo "PROJECT: $PROJECT_ROOT"
echo "BRANCH: $BRANCH"
echo "COMMIT: $COMMIT"

前置技能检查

benefits-from 检查（推荐但非必须）：

# 检查 goal-oriented 工件
GOAL_ARTIFACT="memory/artifacts/goal-oriented/latest.json"

if [ -f "$GOAL_ARTIFACT" ]; then
  echo "FOUND: goal-oriented artifact"
  # 提取目标信息（使用 Read 工具读取）
  # 在分析中参考目标上下文
else
  echo "INFO: No goal-oriented artifact found"
  echo "Consider running /goal-oriented first for better context"
fi

工件目录初始化：

# 确保工件目录存在
mkdir -p memory/artifacts/first-principles

用户意图确认

根据用户消息判断：

检查点：

• 用户面临的问题是否需要创新方案
• 是否需要打破既有假设和惯例
• 问题复杂度是否适合第一性原理分析

意图分类：