NCScope: Agent for Claude Code

.claude/agents/ncs-question-reviewer.md

ncs-question-reviewer is an agent for Claude Code from koul777/NCScope. It costs 31 tokens per session (205 once invoked), scanned A, original, no licence file.

An agent that reviews NCScope question-generation code and its regressions. It checks whether questions stay faithful to evidence, repairs individual fields, handles Korean wording, and verifies tests.

In plain words
What is it for?
It is for checking NCScope question-generation changes, evidence fidelity, field-level repairs, Korean text, and test correctness.
Why use it?
It helps detect generated-question errors that broad review may miss, especially wording, evidence, and test failures.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter.

This is koul777/NCScope's own configuration. It tells Claude Code how to work on NCScope itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything NCScope configures →

Reuse

Borrowing it

Nothing to install: this file belongs to koul777/NCScope. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/koul777/NCScope/main/.claude/agents/ncs-question-reviewer.md
Clone the repo
git clone --depth 1 https://github.com/koul777/NCScope

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 ncs-question-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/agents/koul777/ncscope/ncs-question-reviewer.svg)](https://agentmods.dev/agents/koul777/ncscope/ncs-question-reviewer)
Your own site
<a href="https://agentmods.dev/agents/koul777/ncscope/ncs-question-reviewer"><img src="https://agentmods.dev/badge/agents/koul777/ncscope/ncs-question-reviewer.svg" alt="Measured on agentmods" height="20"></a>
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 205 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 $0.00031 $0.00205
Opus 5 $0.00015 $0.00102
Sonnet 5 $0.00006 $0.00041
Haiku 4.5 $0.00003 $0.00020

Measured 7d ago against content hash 0ff901d01c49, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

ncs-question-reviewer 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 7d 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/agents/ncs-question-reviewer.md · 14 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. 7d ago First seen · 14 lines · 31 tokens per session scan A 0ff901d01c49

Subscribe to this mod's changes

ncs-question-reviewer is an agent published in the GitHub repository koul777/NCScope (6 stars, last pushed 10d ago), with no licence file. It adds 31 tokens to every session and 205 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 2026-08-31.

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