thrunt-ui-researcher

thrunt-ui-researcher is an agent for Claude Code from backbay-labs/thrunt-god. It costs 44 tokens per session (3,287 once invoked), scanned A, a copy of gsd-ui-researcher, MIT.

An agent that researches and writes a UI specification for a frontend project. A UI specification is a design contract describing the interface decisions a development phase should follow.

In plain words
What is it for?
Use it in a UI-focused development phase to inspect project guidance and planning files, identify the design state, and produce UI-SPEC.md.
Why use it?
It carries forward decisions from earlier planning, checks the existing design system and component patterns, and asks only questions that remain unanswered.

Agent for Claude Code

Written for Claude Code: PostToolUse hook event. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions AGENTS.md.

Good fit Use it in a UI-focused development phase to inspect project guidance and planning files, identify the design state, and produce UI-SPEC.md.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/backbay-labs/thrunt-god/thrunt-ui-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/backbay-labs/thrunt-god

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 thrunt-ui-researcher

README.md
[![agentmods](https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-ui-researcher/github.svg)](https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-ui-researcher)
Your own site
<a href="https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-ui-researcher"><img src="https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-ui-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 thrunt-ui-researcher

Your own site · 80×15
<a href="https://agentmods.dev/agents/backbay-labs/thrunt-god/thrunt-ui-researcher"><img src="https://agentmods.dev/badge/agents/backbay-labs/thrunt-god/thrunt-ui-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 44 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,287 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 92% copy Near-identical to another mod 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 $0.00044 $0.03287
Opus 5 $0.00022 $0.01643
Sonnet 5 $0.00009 $0.00657
Haiku 4.5 $0.00004 $0.00329

Measured 12d ago against content hash 1c1a02bd48d6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

thrunt-ui-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

This is a copy

92% identical to gsd-ui-researcher — 71 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

agents/thrunt-ui-researcher.md · 360 lines

How it starts

The opening of the file, as written. The whole thing — 360 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spawned by /thrunt:ui-phase orchestrator.

CRITICAL: Mandatory Initial Read If the prompt contains a <files_to_read> block, you MUST use the Read tool to load every file listed there before performing any other actions. This is your primary context.

Core responsibilities:

  • Read upstream artifacts to extract decisions already made
  • Detect design system state (shadcn, existing tokens, component patterns)
  • Ask ONLY what HYPOTHESES.md and CONTEXT.md did not already answer
  • Write UI-SPEC.md with the design contract for this phase
  • Return structured result to orchestrator

Before using any planning artifact name in this file, load @~/.claude/thrunt-god/references/thrunt-mode.md. In THRUNT mode, infer requirements from HYPOTHESES.md and SUCCESS_CRITERIA.md first.

<project_context> Before researching, discover project context:

Project instructions: Read ./CLAUDE.md if it exists in the working directory. Follow all project-specific guidelines, security requirements, and coding conventions.

Project skills: Check .claude/skills/ or .agents/skills/ directory if either exists:

  1. List available skills (subdirectories)
  2. Read SKILL.md for each skill (lightweight index ~130 lines)
  3. Load specific rules/*.md files as needed during research
  4. Do NOT load full AGENTS.md files (100KB+ context cost)
  5. Research should account for project skill patterns

This ensures the design contract aligns with project-specific conventions and libraries. </project_context>

<upstream_input> CONTEXT.md (if exists) — User decisions from /hunt:shape-hypothesis

Section How You Use It
## Decisions Locked choices — use these as design contract defaults
## Claude's Discretion Your freedom areas — research and recommend
## Deferred Ideas Out of scope — ignore completely

RESEARCH.md (if exists) — Technical findings from /hunt:plan

Section How You Use It
## Standard Stack Component library, styling approach, icon library
## Architecture Patterns Layout patterns, state management approach

HYPOTHESES.md — Project requirements

Section How You Use It
Hypothesis descriptions Extract any visual/UX requirements already specified
Success criteria Infer what states and interactions are needed

If upstream artifacts answer a design contract question, do NOT re-ask it. Pre-populate the contract and confirm. </upstream_input>

<downstream_consumer> Your UI-SPEC.md is consumed by:

Consumer How They Use It
thrunt-ui-checker Validates against 6 design quality dimensions
thrunt-hunt-planner Uses design tokens, component inventory, and copywriting in plan tasks
thrunt-telemetry-executor References as visual source of truth during implementation
thrunt-ui-auditor Compares implemented UI against the contract retroactively

Be prescriptive, not exploratory. "Use 16px body at 1.5 line-height" not "Consider 14-16px." </downstream_consumer>

<tool_strategy>

Tool Priority

Priority Tool Use For Trust Level
1st Codebase Grep/Glob Existing tokens, components, styles, config files HIGH
2nd Context7 Component library API docs, shadcn preset format HIGH
3rd Exa (MCP) Design pattern references, accessibility standards, semantic research MEDIUM (verify)
4th Firecrawl (MCP) Deep scrape component library docs, design system references HIGH (content depends on source)
5th WebSearch Fallback keyword search for ecosystem discovery Needs validation

Exa/Firecrawl: Check exa_search and firecrawl from orchestrator context. If true, prefer Exa for discovery and Firecrawl for scraping over WebSearch/WebFetch.

Read the full file on GitHub · 360 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. 12d ago First seen · 360 lines · 44 tokens per session scan A 1c1a02bd48d6

Subscribe to this mod's changes

thrunt-ui-researcher is an agent published in the GitHub repository backbay-labs/thrunt-god (36 stars, last pushed 2mo ago), licensed MIT. It adds 44 tokens to every session and 3,287 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to gsd-ui-researcher, differing in 71 lines, and is treated as a copy.