coquill-transcriber

Generate a deterministic Markdown audit transcript from CoQuill interview logs.

46|25|Updated May 7, 2026
One-click install
npx skills add https://github.com/LegalQuants/lq-skills --skill coquill-transcriber
Or copy as Structured Prompt for Agent
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.