q-reality-check

q-reality-check is a command for coding agents from assafkip/huntkit. It costs 0 tokens per session (296 once invoked), scanned A, original, MIT.

A command that tests investigation conclusions by arguing for opposing explanations. It treats each finding as strong, moderate, or weak based on the evidence described.

In plain words
What is it for?
Use it to stress-test claims about people, accounts, connections, or harassment and identify what further evidence could strengthen them.
Why use it?
It helps reveal coincidence, mistaken identity, confirmation bias, and alternative explanations before others challenge the conclusions.

Command

Part of the huntkit plugin — 2 skills, 22 commands, 2 hooks 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/assafkip/huntkit/q-reality-check
Clone the repo
git clone --depth 1 https://github.com/assafkip/huntkit

Or install huntkit, the plugin that ships this one along with the rest of its 2 skills, 22 commands, 2 hooks.

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 q-reality-check

README.md
[![agentmods](https://agentmods.dev/badge/commands/assafkip/huntkit/q-reality-check.svg)](https://agentmods.dev/commands/assafkip/huntkit/q-reality-check)
Your own site
<a href="https://agentmods.dev/commands/assafkip/huntkit/q-reality-check"><img src="https://agentmods.dev/badge/commands/assafkip/huntkit/q-reality-check.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 296 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 $0.00296
Opus 5 $0.00000 $0.00148
Sonnet 5 $0.00000 $0.00059
Haiku 4.5 $0.00000 $0.00030

Measured 5d ago against content hash fcc7895b4b3e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

q-reality-check 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 5d 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.

commands/q-reality-check.md · 30 lines

What it actually says

Challenger mode. Argue AGAINST current hypotheses and findings to find weak spots.

Different from /q-challenge (which audits evidence quality). This command adopts the opposing perspective and stress-tests conclusions.

Steps

  1. Read the active case's scope, findings, and investigation state
  2. For each major hypothesis or finding, temporarily argue the OPPOSITE:
    • "What if this person is NOT the harasser?"
    • "What if the accounts are NOT connected?"
    • "What if the evidence supports a completely different explanation?"
  3. Rate each hypothesis:
    • STRONG: Would survive cross-examination. Multiple independent evidence sources.
    • MODERATE: Plausible but relies on a single evidence chain or inference.
    • WEAK: Could be coincidence, name matching, or confirmation bias.
  4. For each MODERATE or WEAK finding:
    • What specific evidence would upgrade it to STRONG?
    • What's the simplest alternative explanation?
    • What collection could test it? (Energy tag + Time Est)

Output

Write to the active case's investigation/findings/REALITY-CHECK-YYYY-MM-DD.md

Tone

Not hostile. Socratic. The goal is to find weak spots before a client, attorney, or opposing party does. Frame as: "How would someone challenge this in court/deposition?"

Run before finalizing any brief or report.

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. 5d ago First seen · 30 lines · 0 tokens per session scan A fcc7895b4b3e

Subscribe to this mod's changes

q-reality-check is a command published in the GitHub repository assafkip/huntkit (51 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 296 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.