coquill-transcriber

Name: coquill-transcriber
Availability: InStock
Author: LegalQuants

Generate a deterministic Markdown audit transcript from CoQuill interview logs.

46|25|Updated May 7, 2026

Search Tags:#generate #audit logging #yaml manifest #document assembly #markdown transcript #json interview log

Ready to run

npx skills add https://github.com/LegalQuants/lq-skills --skill coquill-transcriber

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: coquill-transcriber
Source: https://github.com/LegalQuants/lq-skills/tree/main/skills/coquill/transcriber
Command: npx skills add https://github.com/LegalQuants/lq-skills --skill coquill-transcriber

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml.

What problem does it solve?

This Skill converts a completed CoQuill interview session (interview_log.json plus manifest.yaml) into a human-readable audit transcript for the job folder.

Core Features & Use Cases

Audit transcript generation from recorded interview exchanges, including confirmed values and optional conditional branches.
Deterministic Markdown output written to transcript.md, suitable for review by the lawyer or end-user.
Non-legal, non-network operation that only reads fixed inputs and writes a single transcript artifact.

Quick Start

Ask the CoQuill orchestrator to run the coquill-transcriber skill after document assembly completes so it can produce transcript.md in the job folder.

Frequently Asked Questions about coquill-transcriber

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

FAQPage Schema

How do I generate an audit transcript from a JSON interview log?▼

To generate an audit transcript from a JSON interview log, this Skill reads your interview_log.json and manifest.yaml files to produce a deterministic, human-readable Markdown transcript summarizing prefill values, Q/A turns, and confirmed values.

Can I create a Markdown transcript of confirmed values and conditional branches?▼

Yes, you can create a Markdown transcript that annotates confirmed values by group and includes any correction notes with conditional-group annotations directly from your completed document assembly session logs.

What is the best way to document document assembly session Q&A turns for review?▼

The best way to document document assembly session Q&A turns is to generate a transcript.md file that deterministically records interview exchanges and prefill values without requiring network calls or retries.

Does the transcript generator require network access to write the Markdown output?▼

No, the transcript generator operates entirely offline without network access, reading only fixed input files from validated paths and writing a single Markdown audit artifact directly to the provided job folder.

How do I run the transcript generation after a document assembly session completes?▼

To run transcript generation after document assembly completes, invoke the transcription script with validated file paths to write the deterministic Markdown output directly into the job folder.

Can I use a YAML manifest to summarize interview logs into a human-readable format?▼

Yes, you can use a YAML manifest alongside a JSON interview log to summarize prefill values and Q/A turns into a structured, human-readable Markdown transcript for auditing purposes.