Contract Analyzer

Contract analyzer

Extracts and risk-rates contract clauses from a PDF or scanned document using Mistral's native document AI. No third-party OCR dependency.

Profile requirements:

• mistral_ocr + mistral_chat — available in core profile (default)
• files_upload (to upload a local PDF) — requires MISTRAL_MCP_PROFILE=full
• If the user provides a public URL, this skill runs entirely on the core profile

EU data residency: both mistral_ocr and mistral_chat stay within Mistral's EU infrastructure when the API key is an EU-region key.

Steps

Step 1 — Get the document

Ask the user for one of:

• A public URL (direct link to the PDF) — works with core profile
• A local file path → upload with files_upload (requires MISTRAL_MCP_PROFILE=full), note the returned file_id

Step 2 — OCR the contract

Call mistral_ocr with document_annotation_format: "markdown" for structured extraction:

{
  "document": {
    "type": "document_url",
    "documentUrl": "<URL from step 1>"
  },
  "document_annotation_format": "markdown"
}

If using a file upload: "type": "document_id", "documentId": "<file_id>" instead.

Concatenate structuredContent.pages[*].markdown across all pages.

Step 3 — Extract structured clauses

Pass the concatenated OCR text to mistral_chat with mistral-large-latest and a json_schema response format:

{
  "model": "mistral-large-latest",
  "temperature": 0,
  "response_format": {
    "type": "json_schema",
    "json_schema": {
      "name": "contract_analysis",
      "strict": true,
      "schema": {
        "type": "object",
        "properties": {
          "parties": { "type": "array", "items": { "type": "string" } },
          "effective_date": { "type": "string" },
          "duration": { "type": "string" },
          "governing_law": { "type": "string" },
          "clauses": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "title": { "type": "string" },
                "summary": { "type": "string" },
                "risk_level": {
                  "type": "string",
                  "enum": ["low", "medium", "high", "critical"]
                },
                "risk_reason": { "type": "string" }
              },
              "required": ["title", "summary", "risk_level", "risk_reason"]
            }
          },
          "overall_risk": {
            "type": "string",
            "enum": ["low", "medium", "high", "critical"]
          },
          "missing_protections": {
            "type": "array",
            "items": { "type": "string" }
          }
        },
        "required": ["parties", "clauses", "overall_risk"]
      }
    }
  },
  "messages": [
    {
      "role": "user",
      "content": "<OCR text>\n\nExtract all clauses from the contract above. For each clause, provide a title, one-sentence summary, and risk level (low/medium/high/critical) with the reason. Apply these risk escalation rules: termination-for-convenience → at least medium; unlimited liability → critical; IP assignment to other party → high; non-compete > 12 months → high; automatic renewal without notice → medium; governing law in foreign jurisdiction → medium."
    }
  ]
}

Step 4 — Display results

Present clauses sorted by risk level (critical → high → medium → low).

Show a summary box for critical and high-risk clauses:

⚠️  HIGH / CRITICAL CLAUSES
──────────────────────────────
[clause title] — [one-line risk reason]
...

FULL ANALYSIS
─────────────
[table or list of all clauses with risk level]

OVERALL RISK: [level]
MISSING PROTECTIONS: [list if any]

Offer to pass the full JSON to mistral_chat for negotiation suggestions, or to french_legal_summary for a plain-language summary.