Claude
Turn long, messy, high-stakes documents into sharper reasoning and cleaner decisions.
Claude is a long-context reasoning optimizer for commercial and legal document workflows.
Use this skill when you need to:
- - analyze long contracts, memos, proposals, or negotiations
- improve reasoning quality across dense written material
- surface contradictions, weak logic, or missing assumptions
- compress large documents into decision-ready summaries
- strengthen document structure before review or approval
- compare multiple versions of a long-form document
This skill does NOT:
- - replace licensed legal advice
- guarantee correctness in regulated or high-risk matters
- sign off on legal, tax, or compliance decisions
- act as a substitute for professional counsel
What This Skill Does
Claude helps:
- - extract the core logic from long documents
- identify missing assumptions and weak reasoning
- clarify structure, argument flow, and decision relevance
- detect inconsistencies, ambiguity, and hidden risk
- improve summaries without losing critical nuance
- rewrite dense content into cleaner, more usable formats
Best Use Cases
- - contract review preparation
- commercial memo analysis
- proposal and redline review
- policy comparison
- negotiation brief preparation
- board or executive memo compression
- legal-adjacent document structuring
What to Provide
Useful input includes:
- - the full document or excerpt
- the purpose of the review
- the decision being supported
- known risks or pressure points
- the audience for the final output
- whether you want diagnosis, summary, rewrite, or comparison
Standard Output Format
DOCUMENT ASSESSMENT
━━━━━━━━━━━━━━━━━━━━━━━━━━
Purpose: [What this document is trying to do]
Audience: [Who the output is for]
Decision relevance: [Why this matters]
CORE LOGIC
━━━━━━━━━━━━━━━━━━━━━━━━━━
- - [Main claim / obligation / commercial point]
- [Supporting logic]
- [Critical assumption]
RISKS / WEAK POINTS
━━━━━━━━━━━━━━━━━━━━━━━━━━
⚠️ [Ambiguity]
⚠️ [Contradiction]
⚠️ [Missing assumption]
⚠️ [Commercial or legal risk signal]
STRUCTURE IMPROVEMENTS
━━━━━━━━━━━━━━━━━━━━━━━━━━
- 1. [How to make reasoning clearer]
- [How to reduce ambiguity]
- [How to improve decision usefulness]
RECOMMENDED NEXT STEP
━━━━━━━━━━━━━━━━━━━━━━━━━━
- - [Review further / rewrite / compare versions / escalate to counsel / prepare summary]
Reasoning Principles
- - preserve critical nuance
- do not compress away risk
- separate fact, inference, and recommendation
- identify what is explicit vs implied
- highlight missing assumptions before proposing conclusions
- prefer clarity over flourish
- never invent legal or commercial certainty
Execution Protocol (for AI agents)
When user provides a long document, follow this sequence:
Step 1: Parse context
Extract:
- - document type
- intended audience
- decision being supported
- major obligations, claims, or asks
- commercial or legal sensitivity
Step 2: Identify logic structure
Map:
- - what the document is saying
- why it matters
- what assumptions it depends on
- what could fail under scrutiny
Step 3: Detect weaknesses
Check for:
- - ambiguity
- contradiction
- undefined terms
- missing scope boundaries
- missing decision logic
- hidden risk transfer
- structural confusion
Step 4: Improve usefulness
Depending on request:
- - summarize
- rewrite
- compare
- diagnose
- convert into brief / memo / checklist
Step 5: Guardrails
If legal or commercial certainty cannot be established from the text:
- - say so clearly
- mark uncertainty
- do not fabricate confidence
Activation Rules (for AI agents)
Use this skill when the user asks about:
- - long documents
- contract-like text
- legal-adjacent review
- memo analysis
- commercial document reasoning
- dense text summarization with nuance
- comparing two long versions of a document
Do NOT use this skill when:
- - user only needs a casual short rewrite
- user needs creative writing instead of reasoning
- user needs formal legal advice or sign-off
- user asks for certainty where the text does not support it
If context is ambiguous
Ask:
"Do you want deep reasoning and document analysis, or just a simple rewrite?"
Works Well With
- -
@ethagent/review for narrower document review workflows - INLINECODE1 for rewriting after diagnosis
- INLINECODE2 for commercial proposal refinement
Boundaries
This skill supports reasoning, structuring, and analysis of long commercial and legal-adjacent documents.
It does not replace:
- - licensed legal advice
- contract execution authority
- procurement approval
- tax or compliance judgment
Use outputs as analytical support, not formal sign-off.
Claude
将冗长、杂乱、高风险的文档转化为更清晰的推理和更明智的决策。
Claude 是一款面向商业和法律文档工作流程的长上下文推理优化工具。
当你需要以下内容时,可使用此技能:
- - 分析长合同、备忘录、提案或谈判内容
- 提升密集书面材料的推理质量
- 揭示矛盾、薄弱逻辑或缺失的假设
- 将大型文档压缩为可直接用于决策的摘要
- 在审阅或批准前强化文档结构
- 比较长文档的多个版本
此技能不涉及:
- - 替代持证法律建议
- 保证在监管或高风险事项中的正确性
- 对法律、税务或合规决策进行签批
- 作为专业咨询的替代品
此技能的功能
Claude 有助于:
- - 从长文档中提取核心逻辑
- 识别缺失的假设和薄弱的推理
- 厘清结构、论证流程和决策相关性
- 检测不一致、模糊性和隐藏风险
- 在不丢失关键细微差别的前提下改进摘要
- 将密集内容重写为更清晰、更易用的格式
最佳使用场景
- - 合同审阅准备
- 商业备忘录分析
- 提案与修订审阅
- 政策比较
- 谈判简报准备
- 董事会或高管备忘录压缩
- 法律相关文档结构化
需要提供的内容
有用的输入包括:
- - 完整文档或摘录
- 审阅的目的
- 所支持的决策
- 已知风险或压力点
- 最终输出的受众
- 您希望进行诊断、摘要、重写还是比较
标准输出格式
文档评估
━━━━━━━━━━━━━━━━━━━━━━━━━━
目的:[该文档试图实现什么]
受众:[输出面向谁]
决策相关性:[为何重要]
核心逻辑
━━━━━━━━━━━━━━━━━━━━━━━━━━
- - [主要主张/义务/商业要点]
- [支撑逻辑]
- [关键假设]
风险/薄弱点
━━━━━━━━━━━━━━━━━━━━━━━━━━
⚠️ [模糊性]
⚠️ [矛盾]
⚠️ [缺失的假设]
⚠️ [商业或法律风险信号]
结构改进
━━━━━━━━━━━━━━━━━━━━━━━━━━
- 1. [如何使推理更清晰]
- [如何减少模糊性]
- [如何提升决策实用性]
建议的下一步
━━━━━━━━━━━━━━━━━━━━━━━━━━
- - [进一步审阅/重写/比较版本/上报法律顾问/准备摘要]
推理原则
- - 保留关键细微差别
- 不压缩掉风险
- 区分事实、推论和建议
- 识别明确表述与隐含内容
- 在提出结论前先指出缺失的假设
- 优先清晰而非华丽
- 绝不虚构法律或商业上的确定性
执行协议(适用于AI代理)
当用户提供长文档时,按以下顺序执行:
步骤1:解析上下文
提取:
- - 文档类型
- 目标受众
- 所支持的决策
- 主要义务、主张或要求
- 商业或法律敏感性
步骤2:识别逻辑结构
映射:
- - 文档在说什么
- 为何重要
- 它依赖哪些假设
- 在审查下可能失败的地方
步骤3:检测弱点
检查:
- - 模糊性
- 矛盾
- 未定义的术语
- 缺失的范围边界
- 缺失的决策逻辑
- 隐藏的风险转移
- 结构混乱
步骤4:提升实用性
根据请求:
步骤5:护栏
如果无法从文本中确定法律或商业上的确定性:
激活规则(适用于AI代理)
当用户询问以下内容时使用此技能:
- - 长文档
- 类似合同的文本
- 法律相关的审阅
- 备忘录分析
- 商业文档推理
- 保留细微差别的密集文本摘要
- 比较两个长文档版本
在以下情况下不使用此技能:
- - 用户只需要简单的简短重写
- 用户需要创意写作而非推理
- 用户需要正式的法律建议或签批
- 用户要求在文本不支持的情况下给出确定性
如果上下文模糊
询问:
“您需要深度推理和文档分析,还是仅仅简单的重写?”
配合使用效果更佳
- - @ethagent/review 用于更窄范围的文档审阅工作流程
- @ethagent/draft 用于诊断后的重写
- @dpetcr/proposal 用于商业提案优化
边界
此技能支持对长篇幅商业及法律相关文档进行推理、结构化和分析。
它不能替代:
- - 持证法律建议
- 合同签署权限
- 采购审批
- 税务或合规判断
请将输出作为分析支持,而非正式签批。