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BrianPillmore
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contract-obligation-extractor

Extract deadlines, deliverables, payment triggers, notice clauses, and renewal points from contracts.

Updated Mar 30, 2026
Search Tags:#contract#deadlines#extract#obligations#payment-triggers#notice-clauses#renewal-points
One-click install
npx skills add https://github.com/BrianPillmore/MayorGPT --skill contract-obligation-extractor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: contract-obligation-extractor
Source: https://github.com/BrianPillmore/MayorGPT/tree/main/skills/data-and-research/contract-obligation-extractor
Command: npx skills add https://github.com/BrianPillmore/MayorGPT --skill contract-obligation-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Extract deadlines, deliverables, payment triggers, notice clauses, and renewal points from contracts to support municipal governance and oversight.

Core Features & Use Cases

  • Structured extraction: Identify and extract deadlines, deliverables, payment triggers, notice clauses, and renewal points from contracts.
  • Context-aware synthesis: Produce a synthesis memo, structured extracts, and follow-up questions for decision-makers.
  • Audit-ready outputs: Frame results for executive, clerk, legal, fiscal, and public scrutiny.

Quick Start

Provide the contract document and specify the audience and deadline to receive a structured obligation summary.

Frequently Asked Questions about contract-obligation-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract contract obligations like deadlines and payment triggers from municipal agreements?▼

You can extract contract obligations by providing the contract document to the Skill, which then identifies and structures deadlines, deliverables, payment triggers, notice clauses, and renewal points for municipal governance.

What is the best way to structure renewal points and notice clauses for procurement review?▼

Structuring renewal points and notice clauses involves context-aware synthesis that produces structured extracts and follow-up questions, framing the contract obligations for executive, legal, and fiscal scrutiny.

Can I use this for municipal contract oversight and renewal planning?▼

Yes, this is applicable to municipal contracts, procurement reviews, and renewal planning, outputting a clear list of contractual deliverables and deadlines for decision-makers.

How do I generate an audit-ready summary of contract deadlines for public scrutiny?▼

To generate an audit-ready summary, specify the audience and deadline when providing the contract document, and the Skill will frame the extracted obligations for public and fiscal scrutiny.

What are the limitations of extracting contractual obligations from municipal documents?▼

The extraction process flags data limitations within the contract, ensuring decision-makers are aware of missing or ambiguous obligation details before finalizing procurement or renewal planning.

Does the contract-obligation-extractor work with any specific contract formats or dependencies?▼

The extractor requires no specific dependencies and processes the provided contract document directly, outputting structured obligations, a synthesis memo, and follow-up questions based on the text.

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