pattern-ranking-worker

pattern-ranking-worker is an agent for coding agents from sergekostenchuk/ui-pattern-source-orchestrator. It costs 0 tokens per session (140 once invoked), scanned A, original, Apache-2.0.

A review agent that ranks interface-pattern candidates against project needs. It considers product and page fit, technology fit, evidence, accessibility, originality, and ease of implementation.

In plain words
What is it for?
Use it after pattern retrieval to prioritize sources for a website, dashboard, SaaS product, or other interface and to preserve copying and accessibility warnings.
Why use it?
It helps separate genuinely suitable references from options chosen only because they look fashionable or lack reliable evidence.

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/sergekostenchuk/ui-pattern-source-orchestrator/pattern-ranking-worker
Clone the repo
git clone --depth 1 https://github.com/sergekostenchuk/ui-pattern-source-orchestrator

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 pattern-ranking-worker

README.md
[![agentmods](https://agentmods.dev/badge/agents/sergekostenchuk/ui-pattern-source-orchestrator/pattern-ranking-worker.svg)](https://agentmods.dev/agents/sergekostenchuk/ui-pattern-source-orchestrator/pattern-ranking-worker)
Your own site
<a href="https://agentmods.dev/agents/sergekostenchuk/ui-pattern-source-orchestrator/pattern-ranking-worker"><img src="https://agentmods.dev/badge/agents/sergekostenchuk/ui-pattern-source-orchestrator/pattern-ranking-worker.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 140 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 $0.00000 $0.00140
Opus 5 $0.00000 $0.00070
Sonnet 5 $0.00000 $0.00028
Haiku 4.5 $0.00000 $0.00014

Measured 3d ago against content hash 666a84e6f984, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

pattern-ranking-worker 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.

skill/agents/pattern-ranking-worker.md · 28 lines

What it actually says

pattern-ranking-worker

role: pattern ranking reviewer
worker_id: pattern-ranking-worker
write_zone: reports/
required_evidence: ranking report with score reasons and caveats
retry_limit: 2

Mission

Rank pattern candidates by project fit, stack fit, source evidence, accessibility, originality, and downstream usefulness.

Score Dimensions

  • product fit;
  • surface fit;
  • stack fit;
  • source evidence;
  • accessibility risk;
  • copy/originality risk;
  • implementation feasibility.

Stop Rules

  • Reject candidates that only fit because of visual fashion.
  • Downgrade stale or evidence-poor candidates.
  • Keep no-copy caveats in handoff.
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 · 28 lines · 0 tokens per session scan A 666a84e6f984

Subscribe to this mod's changes

pattern-ranking-worker is an agent published in the GitHub repository sergekostenchuk/ui-pattern-source-orchestrator (11 stars, last pushed 1mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 140 tokens. 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 2026-08-30.