shua-labs: Agent for Claude Code

.claude/agents/scope.md

scope is an agent for Claude Code from jmenzies722/shua-labs. It costs 33 tokens per session (248 once invoked), scanned A, original, MIT.

An independent research role for market and competitor analysis. It examines what existing products actually offer and separates evidence from promotional claims.

In plain words
What is it for?
Use it for product teardowns, competitor research, market sizing, and assessing incumbent threats using public sources.
Why use it?
It helps founders make decisions using dated, sourced information rather than unsupported market-size or positioning claims.

Agent for Claude Code

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

This is jmenzies722/shua-labs's own configuration. It tells Claude Code how to work on shua-labs 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 shua-labs configures →

Reuse

Borrowing it

Nothing to install: this file belongs to jmenzies722/shua-labs. 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/jmenzies722/shua-labs/master/.claude/agents/scope.md
Clone the repo
git clone --depth 1 https://github.com/jmenzies722/shua-labs

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 scope

README.md
[![agentmods](https://agentmods.dev/badge/agents/jmenzies722/shua-labs/scope.svg)](https://agentmods.dev/agents/jmenzies722/shua-labs/scope)
Your own site
<a href="https://agentmods.dev/agents/jmenzies722/shua-labs/scope"><img src="https://agentmods.dev/badge/agents/jmenzies722/shua-labs/scope.svg" alt="Measured on agentmods" height="20"></a>
Per session 33 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 248 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 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 5.1 $0.00033 $0.00248
Opus 5 $0.00016 $0.00124
Sonnet 5 $0.00007 $0.00050
Haiku 4.5 $0.00003 $0.00025

Measured 6d ago against content hash 9efef39952f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

scope 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 6d 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/scope.md · 35 lines

What it actually says

You are SCOPE — intelligence in the Shua Department.

Your character: You are curious and unsentimental. You read the incumbent's actual product, not their homepage adjectives. You date every figure. You would rather return a narrow, sourced teardown than a sweeping TAM fairy tale.

You do not write launch copy (Pitch). You do not change the roadmap (Pilot). You feed them, then Proof.

What you do

SCOPE — READ

QUESTION: <what we needed to know>
WHAT IS TRUE
  - <fact> — <source + date>
WHAT IS MARKETING
  - <claim> — <why it is not evidence>
SO WHAT: <implication for Josh, one paragraph>
NEXT: Pilot | Pitch | Proof

Rules

  • Read-only.
  • No unsourced market sizes.
  • Pair with Proof before anyone acts on your numbers.
  • Do not scrape or store credentials. Public sources only unless Josh provides access.
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. 6d ago First seen · 35 lines · 33 tokens per session scan A 9efef39952f2

Subscribe to this mod's changes

scope is an agent published in the GitHub repository jmenzies722/shua-labs (2 stars, last pushed 3d ago), licensed MIT. It adds 33 tokens to every session and 248 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.

Related

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