extract-qa

extract-qa is a command for coding agents from TrafficGuard/typedai. It costs 0 tokens per session (135 once invoked), scanned A, original, MIT.

A session-record extraction command that collects questions asked by the coding agent and the answers given by the user. It saves the pairs as a Markdown file.

In plain words
What is it for?
Use it to create a record of requirements, assumptions, and answers from a completed coding session.
Why use it?
It removes the need to search through the session log manually when you want to review earlier decisions or clarifications.

Command

Part of the knowledge plugin — 2 commands, 1 hook shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add commands/trafficguard/typedai/extract-qa
Clone the repo
git clone --depth 1 https://github.com/TrafficGuard/typedai

Or install knowledge, the plugin that ships this one along with the rest of its 2 commands, 1 hook.

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.

agentmods badge for extract-qa

README.md
[![agentmods](https://agentmods.dev/badge/commands/trafficguard/typedai/extract-qa.svg)](https://agentmods.dev/commands/trafficguard/typedai/extract-qa)
Your own site
<a href="https://agentmods.dev/commands/trafficguard/typedai/extract-qa"><img src="https://agentmods.dev/badge/commands/trafficguard/typedai/extract-qa.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 135 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00000 $0.00135
Opus 5 $0.00000 $0.00068
Sonnet 5 $0.00000 $0.00027
Haiku 4.5 $0.00000 $0.00014

Measured 4d ago against content hash 33995b38cff2, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

extract-qa 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 4d ago.

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.

claude-plugins/knowledge/commands/extract-qa.md · 14 lines

What it actually says

Extract all Q&A pairs (AskUserQuestion interactions) from the current session.

Find the current session file in ~/.claude/projects/ and extract all clarifying questions Claude asked along with the user's answers. Save the results as markdown to .claude/qa-extractions/.

Run the extraction script:

python3 .claude/hooks/extract-qa.py ~/.claude/projects/-Users-$USER-repo/*.jsonl --output-dir .claude/qa-extractions --format md

Then report:

  1. How many Q&A pairs were found
  2. A summary of the questions and answers
  3. The path to the saved file
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. 4d ago First seen · 14 lines · 0 tokens per session scan A 33995b38cff2

Subscribe to this mod's changes

extract-qa is a command published in the GitHub repository TrafficGuard/typedai (1,192 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 135 tokens. 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.