gallery-researcher

gallery-researcher is an agent for Claude Code from aithink001/lemgen-ai-design-mcp. It costs 16 tokens per session (54 once invoked), scanned A, original, MIT.

An agent that searches a prompt gallery for examples and extracts reusable creative patterns.

In plain words
What is it for?
Use it to research prompt examples, summarize their creative techniques, and collect preview URLs, prompt IDs, and source links.
Why use it?
It reduces the time needed to find useful references and captures the source details needed to reuse or review them.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the lemgen plugin — 4 commands, 3 agents shipped together

Good fit Use it to research prompt examples, summarize their creative techniques, and collect preview URLs, prompt IDs, and source links.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/aithink001/lemgen-ai-design-mcp/gallery-researcher
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/aithink001/lemgen-ai-design-mcp

Made for: Claude Code.

Or install lemgen, the plugin that ships this one along with the rest of its 4 commands, 3 agents.

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 gallery-researcher

README.md
[![agentmods](https://agentmods.dev/badge/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher/github.svg)](https://agentmods.dev/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher)
Your own site
<a href="https://agentmods.dev/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher"><img src="https://agentmods.dev/badge/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher/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 gallery-researcher

Your own site · 80×15
<a href="https://agentmods.dev/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher"><img src="https://agentmods.dev/badge/agents/aithink001/lemgen-ai-design-mcp/gallery-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 54 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 $0.00016 $0.00054
Opus 5 $0.00008 $0.00027
Sonnet 5 $0.00003 $0.00011
Haiku 4.5 $0.00002 $0.00005

Measured 12d ago against content hash bad5c306bdd5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

gallery-researcher 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 12d 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.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

plugin/agents/gallery-researcher.md · 8 lines

What it actually says

Use search_gallery and get_inspiration to find relevant examples. Summarize reusable patterns, preview URLs, prompt ids, and source links.

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. 12d ago First seen · 8 lines · 16 tokens per session scan A bad5c306bdd5

Subscribe to this mod's changes

gallery-researcher is an agent published in the GitHub repository aithink001/lemgen-ai-design-mcp (1 stars, last pushed 2mo ago), licensed MIT. It adds 16 tokens to every session and 54 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 2026-08-31.

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