Claude
Optimize long-context reasoning for commercial, legal, and high-stakes documents. Built for users who need stronger logic, cleaner structure, and deeper anal...
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SKILL.md
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
━━━━━━━━━━━━━━━━━━━━━━━━━━
- [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/reviewfor narrower document review workflows@ethagent/draftfor rewriting after diagnosis@dpetcr/proposalfor 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.
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