Extract Key Terms From Counterparty Complaint

Skill: Extract Key Terms from Counterparty Complaint — Litigation Summary Memorandum

1. Subject-matter triage

• Treat the complaint, proof of service, and client email as a single intake record.
• Prioritize documents in this order: service materials for deadline control, complaint for allegations and relief, client email for correction and defense context.
• If any key source is missing or unreadable, say so and note the resulting limitation rather than guessing.

2. Failure modes the skill is correcting

• Summarizing claims without extracting the factual allegations that support each claim, which leaves the memo too thin for an initial defense review.
• Missing the service date or proof of service, which can distort the response deadline and case-handling urgency.
• Omitting core procedural facts such as court, case number, judge, filing date, jurisdictional basis, and venue allegations.
• Failing to separate what the plaintiff alleges from what the client says happened.
• Collapsing multiple claims, parties, or forms of relief into a single narrative instead of preserving the pleading structure.
• Identifying issues in conclusory terms without tying them to the governing rule, statute, or pleading standard that makes them relevant.
• Offering diagnoses without next-step guidance for counsel or the client team.

3. Legal frameworks / domain conventions that apply

• A newly served complaint should be assessed immediately for response timing under the governing procedural rules of the forum.
• Service materials matter because they control or inform the deadline analysis; if service is disputed or incomplete, flag that expressly.
• Jurisdictional analysis should address subject matter jurisdiction, personal jurisdiction, and venue as pled or apparent on the face of the papers.
• The pleading standard relevant to the forum governs whether the complaint alleges enough facts to state a claim; identify the standard rather than merely calling the pleading “weak.”
• The prayer for relief should be parsed by category: monetary, equitable, declaratory, punitive, fee-shifting, and costs.
• The client’s account is not a substitute for the complaint; it is a comparison point for inconsistencies, omissions, and defense themes.
• Any legal proposition stated in the memo should be anchored to a controlling authority by name, rule, statute, regulation, or doctrine.

4. Analytical scaffolds

• Extract procedural data first: court, docket or case number, judge if stated, filing date, service date, method of service if stated, and the response deadline or deadline-triggering facts.
• Enumerate the parties and roles before analysis: plaintiff, defendant, affiliates or signatories if named, and each party’s stated capacity.
• For each claim, capture the count number, legal theory, key factual allegations, and relief requested for that count.
• For each claim, note the legal hook the pleading appears to invoke and the rule or doctrine that makes the count recognizable.
• Extract the prayer for relief separately from the body of the complaint so the requested remedies are not lost in the count analysis.
• Compare the complaint with the client email in parallel: identify overlaps, direct contradictions, facts the client supplies that the complaint omits, and facts the complaint asserts that the client disputes.
• If the complaint implicates multiple parties, claims, transactions, contracts, events, or time periods, enumerate each before synthesizing; do not analyze them as a single blended dispute.
• Flag apparent defenses or case-management issues that are visible from the face of the papers, including limitations, jurisdiction, venue, pleading sufficiency, standing, service defects, and preservation needs.
• When noting an issue, state the governing authority or doctrinal basis and the practical consequence for the defense posture.

5. Vertical / structural / temporal relationships

• Preserve the sequence of the litigation timeline: underlying events, filing, service, response deadline, and any stated pre-suit communications.
• Distinguish between allegations directed to liability, allegations directed to damages, and allegations directed to procedure.
• Track whether facts are pleaded as direct events, background context, or exhibits; the placement often signals how much weight the allegation carries.
• If the complaint references multiple agreements, transactions, or business relationships, show how they relate vertically rather than flattening them into one narrative.
• If the service record and complaint dates create tension, note the timing issue and its downstream effect on answer, motion, or appearance strategy.

6. Output structure conventions

• Use a memorandum format with clear headings in an industry-conventional order, such as:
  • Procedural Overview
  • Parties
  • Claims and Allegations
  • Relief Requested
  • Client Account Comparison
  • Issues for Immediate Attention
  • Next Steps
• Keep each section concise but information-dense; the memo should let supervising counsel locate the deadline, the claims, the requested relief, and the key discrepancies quickly.
• Within the claims section, organize by count and preserve the pleading’s own labels where possible.
• In the comparison section, present agreement, disagreement, and missing information as separate subparts.
• In the issues section, distinguish legal defects from factual disputes and from operational needs.
• End with a short Recommended Actions block that assigns each action to a responsible role and ties it to the applicable deadline or near-term milestone.
• Do not include filler, narrative scene-setting, or conclusions untethered to the source materials.