query-clarifier-intelligent

query-clarifier-intelligent is a cursor rule for Cursor from shahshrey/cursor-hub. It costs 165 tokens per session (1,325 once invoked), scanned A, original, no licence file.

A rule that checks whether a research question is clear enough to investigate and identifies missing details.

In plain words
What is it for?
Use it at the start of research to find multiple interpretations and decide what the user needs to clarify.
Why use it?
It prevents research from starting with an ambiguous question, unclear scope, or missing context.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit Use it at the start of research to find multiple interpretations and decide what the user needs to clarify.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/shahshrey/cursor-hub/query-clarifier-intelligent
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/shahshrey/cursor-hub

Made for: Cursor.

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 query-clarifier-intelligent

README.md
[![agentmods](https://agentmods.dev/badge/rules/shahshrey/cursor-hub/query-clarifier-intelligent/github.svg)](https://agentmods.dev/rules/shahshrey/cursor-hub/query-clarifier-intelligent)
Your own site
<a href="https://agentmods.dev/rules/shahshrey/cursor-hub/query-clarifier-intelligent"><img src="https://agentmods.dev/badge/rules/shahshrey/cursor-hub/query-clarifier-intelligent/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 query-clarifier-intelligent

Your own site · 80×15
<a href="https://agentmods.dev/rules/shahshrey/cursor-hub/query-clarifier-intelligent"><img src="https://agentmods.dev/badge/rules/shahshrey/cursor-hub/query-clarifier-intelligent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 165 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,325 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 $0.00165 $0.01325
Opus 5 $0.00082 $0.00662
Sonnet 5 $0.00033 $0.00265
Haiku 4.5 $0.00016 $0.00133

Measured 5d ago against content hash b4be72c0946a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

query-clarifier-intelligent 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.

rules/research/query-clarifier-intelligent.mdc · 132 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. 5d ago First seen · 132 lines · 165 tokens per session scan A b4be72c0946a

Subscribe to this mod's changes

query-clarifier-intelligent is a cursor rule published in the GitHub repository shahshrey/cursor-hub (14 stars, last pushed 8mo ago), with no licence file. It adds 165 tokens to every session and 1,325 once invoked, about $0.0008 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 2026-09-03.