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classify-signature

Classify signer validity using MI Bureau of Elections checks S01–S08.

Updated Apr 26, 2026
Search Tags:#signature#legal-compliance#data-validation#classify#elections#voterfile#MI
One-click install
npx skills add https://github.com/16petero/NomSigAnalysis --skill classify-signature
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: classify-signature
Source: https://github.com/16petero/NomSigAnalysis/tree/main/.claude/skills/classify-signature
Command: npx skills add https://github.com/16petero/NomSigAnalysis --skill classify-signature

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Classify a single signer row from a transcribed petition sheet against the Michigan voter file match output, applying the per-signature rules from the MI Bureau of Elections sampling procedure, and return a structured verdict.

Core Features & Use Cases

  • Applies per-row checks (S01–S08) to determine signer validity, match strength, and address consistency.
  • Outputs a concise verdict along with detailed evidence, rationale, and confidence for auditor review.
  • Use in paralegal workflows, batch data validation, or automated pipelines to produce per-signer decisions aligned with MI election procedures.

Quick Start

Process a signer row by feeding a JSON object with sheet and signer data to the tool and receiving back a structured verdict.

Frequently Asked Questions about classify-signature

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

FAQPage Schema
How do I validate petition signatures against the Michigan voter file?▼

To validate petition signatures against the Michigan voter file, feed a JSON object containing transcribed sheet and signer data into the tool to apply MI Bureau of Elections rules and QVF matching.

How do I automate Michigan petition signature validation in a data pipeline?▼

You can automate Michigan petition signature validation by passing individual signer rows as JSON objects in batch data processing workflows, receiving structured JSON-like outputs with verdicts and evidence for each entry.

Can I use this tool for batch data validation of petition sheets?▼

Yes, you can use this tool for batch data validation by processing multiple signer rows sequentially, generating per-signer decisions with detailed evidence and rationale aligned with Michigan election procedures.

What output format does the signature classification tool return?▼

The signature classification tool returns a JSON-like structure containing the validity verdict, specific failed codes from the S01-S08 checks, and detailed supporting evidence for auditor review.

Do I need a matched voter record before validating a signer row?▼

Yes, you need to provide Michigan voter file match output alongside the transcribed signer row data so the tool can apply address consistency and match strength checks accurately.

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