dark-factory-test-rag-response

dark-factory-test-rag-response is a command for Claude Code from coleam00/dark-factory-experiment. It costs 21 tokens per session (571 once invoked), scanned A, original, no licence file.

An end-to-end test scenario for a retrieval-augmented generation pipeline, which answers questions using information retrieved from stored video content. It also checks that answers include citations showing their sources.

In plain words
What is it for?
Use it to verify that video-based answers are grounded in ingested content and show citations.
Why use it?
It helps detect answers that are not supported by the ingested videos or that lack source references.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Use it to verify that video-based answers are grounded in ingested content and show citations.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response
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.

Clone the repo
git clone --depth 1 https://github.com/coleam00/dark-factory-experiment

Made for: Claude Code.

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 dark-factory-test-rag-response

README.md
[![agentmods](https://agentmods.dev/badge/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response/github.svg)](https://agentmods.dev/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response)
Your own site
<a href="https://agentmods.dev/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response"><img src="https://agentmods.dev/badge/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for dark-factory-test-rag-response

Your own site · 80×15
<a href="https://agentmods.dev/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response"><img src="https://agentmods.dev/badge/commands/coleam00/dark-factory-experiment/dark-factory-test-rag-response.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 21 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 571 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 unknown 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 $0.00021 $0.00571
Opus 5 $0.00010 $0.00285
Sonnet 5 $0.00004 $0.00114
Haiku 4.5 $0.00002 $0.00057

Measured 11d ago against content hash 16fa0e50e18b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

dark-factory-test-rag-response 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 11d 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.

.archon/commands/dark-factory-test-rag-response.md · 74 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 11d ago First seen · 74 lines · 21 tokens per session scan A 16fa0e50e18b

Subscribe to this mod's changes

dark-factory-test-rag-response is a command published in the GitHub repository coleam00/dark-factory-experiment (151 stars, last pushed 27d ago), with no licence file. It adds 21 tokens to every session and 571 once invoked, about $0.0001 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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