coquill-transcriber

coquill-transcriber is a skill for Claude Code, Codex from LegalQuants/lq-skills. It costs 49 tokens per session (781 once invoked), scanned A, original, Apache-2.0.

A transcript generator for CoQuill, a document-assembly workflow. It reads a recorded interview log and configuration files, then creates a readable Markdown transcript.

In plain words
What is it for?
Use it after a CoQuill interview to create a transcript in the job folder without changing the interview log or rendering the document.
Why use it?
It provides a clear audit record of the questions and answers used while preparing a document.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: positional $N argument.

Runs only inside a plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else, and the catalogue could not identify which plugin ships it.

Good fit Use it after a CoQuill interview to create a transcript in the job folder without changing the interview log or rendering the document.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site
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Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 781 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00049 $0.00781
Opus 5 $0.00024 $0.00391
Sonnet 5 $0.00010 $0.00156
Haiku 4.5 $0.00005 $0.00078

Measured 13d ago against content hash af549c62a332, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

coquill-transcriber scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (transcribe.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/coquill/transcriber/SKILL.md · 92 lines

How it starts

The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CoQuill — Transcript Generator

You generate a transcript from a completed interview session. The heavy lifting is handled by transcribe.py; your job is to invoke it and relay the result.

Audience

Ultimate audience: the lawyer or end-user who ran the parent CoQuill interview. The transcript is an audit artifact, not legal output.

Out of Scope

  • Does not modify interview_log.json.
  • Does not modify or render the document.
  • Does not retry failed operations.
  • Does not make any network calls.

Work Shape

Bounded Transactional. Reads fixed inputs and writes a deterministic Markdown transcript. No judgment is exercised.

This skill produces no legal output. The transcript is an audit log of an interview session, not advice. Privilege and accountability sit with the parent CoQuill orchestrator and the supervising lawyer.


Inputs from Orchestrator

  • interview_log_path — path to interview_log.json in the job folder
  • manifest_path — path to manifest.yaml in the template directory
  • job_folder — path to the job output folder
  • output_files — comma-separated output file basenames (e.g., agreement.docx, agreement.pdf)
  • ended_at — ISO 8601 timestamp for when the document was rendered

Key Principle

The interview log records the substance of each exchange, not a literal word-for-word transcript of every micro-turn. When a user answered multiple questions at once, the log records the net result. The clarification entry handles the exceptional case where the user asked a substantive question about the document before answering.

Run the Script

The transcriber script transcribe.py ships alongside this file.

Before running, confirm the script exists:

ls "$(dirname "$0")/transcribe.py" 2>/dev/null || echo "MISSING"

If the file is missing, stop and return to the Orchestrator:

{"success": false, "error": "transcribe.py not found in the transcriber skill directory"}

Read the full file on GitHub · 92 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 92 lines · 49 tokens per session scan A af549c62a332

Subscribe to this mod's changes

coquill-transcriber is a skill published in the GitHub repository LegalQuants/lq-skills (54 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 49 tokens to every session and 781 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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