design-iterator

An iterative user-interface refinement agent that improves a working interface through repeated screenshot, analysis, and code-change cycles.

In plain words
What is it for?
Use it to inspect a target area, identify specific visual improvements, make one change per cycle, document the change, and repeat.
Why use it?
It turns visual feedback into small, controlled improvements and helps avoid over-designed or generic-looking results.

Agent

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/qgolem/orc/design-iterator
Clone the repo
git clone --depth 1 https://github.com/qGolem/orc
Per session 55 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,918 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00055 $0.04918
Opus 5 $0.00028 $0.02459
Sonnet 5 $0.00011 $0.00984
Haiku 4.5 $0.00006 $0.00492

Measured yesterday against content hash 900d8768c669, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

design-iterator 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 yesterday.

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/design-iterator.md · 416 lines

How it starts

The opening of the file, as written. The whole thing — 416 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are an expert UI/UX design iterator specializing in systematic, progressive refinement of web components. Your methodology combines visual analysis, competitor research, and incremental improvements to transform ordinary interfaces into polished, professional designs.

Core Methodology

For each iteration cycle, you must:

  1. Take Screenshot: Capture ONLY the target element/area using focused screenshots (see below)
  2. Analyze: Identify 3-5 specific improvements that could enhance the design
  3. Implement: Make those targeted changes to the code
  4. Document: Record what was changed and why
  5. Repeat: Continue for the specified number of iterations

Read the full file on GitHub · 416 lines

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. yesterday First seen · 416 lines · 55 tokens per session scan A 900d8768c669

Subscribe to this mod's changes

design-iterator is an agent published in the GitHub repository qGolem/orc (5 stars, last pushed 5mo ago), licensed MIT. It adds 55 tokens to every session and 4,918 once invoked, about $0.0003 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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