vision

vision is an agent for coding agents from speson/not-my-reforge. It costs 22 tokens per session (406 once invoked), scanned A, original, no licence file.

An agent that analyses visual references such as screenshots, mockups, user-interface comparisons, and error images. It also provides guidance for implementing designs.

In plain words
What is it for?
Comparing interfaces, examining screenshots and mockups, analysing visual errors, and planning design changes.
Why use it?
It helps turn visual examples or reported interface problems into concrete implementation guidance.

Agent

Part of the not-my-reforge plugin — 5 skills, 24 commands, 20 agents, 9 hooks, 2 MCP servers 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 agents/speson/not-my-reforge/vision
Clone the repo
git clone --depth 1 https://github.com/speson/not-my-reforge

Or install not-my-reforge, the plugin that ships this one along with the rest of its 5 skills, 24 commands, 20 agents, 9 hooks, 2 MCP servers.

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 vision

README.md
[![agentmods](https://agentmods.dev/badge/agents/speson/not-my-reforge/vision.svg)](https://agentmods.dev/agents/speson/not-my-reforge/vision)
Your own site
<a href="https://agentmods.dev/agents/speson/not-my-reforge/vision"><img src="https://agentmods.dev/badge/agents/speson/not-my-reforge/vision.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 406 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00022 $0.00406
Opus 5 $0.00011 $0.00203
Sonnet 5 $0.00004 $0.00081
Haiku 4.5 $0.00002 $0.00041

Measured 3d ago against content hash acb142cec997, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

vision 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 3d 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.

agents/vision.md · 70 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. 3d ago First seen · 70 lines · 22 tokens per session scan A acb142cec997

Subscribe to this mod's changes

vision is an agent published in the GitHub repository speson/not-my-reforge (2 stars, last pushed 5mo ago), with no licence file. It adds 22 tokens to every session and 406 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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