gsd-ui-researcher

gsd-ui-researcher is an agent for Claude Code from lalitnayyar/finally. It costs 43 tokens per session (3,261 once invoked), scanned A, a copy of gsd-ui-researcher, MIT.

A research agent that creates a UI-SPEC.md file, a written design contract for a frontend phase. It reviews existing project decisions and design-system details before asking about anything still unanswered.

In plain words
What is it for?
Use it during frontend planning to inspect upstream requirements, identify existing design patterns such as component libraries and design tokens, and record the decisions needed to build the interface.
Why use it?
It reduces repeated questions and helps keep new screens consistent with the project's existing components, visual rules, and requirements.

Agent for Claude Code

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

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /home/lnayyar/projects/CourseAIVibeCodeUdmey/finally/.claude/get-shit-done/templates/UI-SPEC.md.

Good fit Use it during frontend planning to inspect upstream requirements, identify existing design patterns such as component libraries and design tokens, and record the decisions needed to build the interface.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

There is no command for this one: it runs only inside a plugin, and the catalogue could not identify which plugin ships it. The source is linked below.

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 gsd-ui-researcher

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

Your own site · 80×15
<a href="https://agentmods.dev/agents/lalitnayyar/finally/gsd-ui-researcher"><img src="https://agentmods.dev/badge/agents/lalitnayyar/finally/gsd-ui-researcher.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 43 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,261 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 95% 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 $0.00043 $0.03261
Opus 5.5 $0.00017 $0.01304
Sonnet 5.5 $0.00009 $0.00652
Haiku 4.5 $0.00004 $0.00326

Measured 24d ago against content hash 8a6f15a2b25d, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

gsd-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 24d 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

95% identical to gsd-ui-researcher — 43 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.

.claude/agents/gsd-ui-researcher.md · 358 lines

How it starts

The opening of the file, as written. The whole thing — 358 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Spawned by /gsd-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 REQUIREMENTS.md and CONTEXT.md did not already answer
  • Write UI-SPEC.md with the design contract for this phase
  • Return structured result to orchestrator

<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 /gsd-discuss-phase

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 /gsd-plan-phase

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

REQUIREMENTS.md — Project requirements

Section How You Use It
Requirement 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
gsd-ui-checker Validates against 6 design quality dimensions
gsd-planner Uses design tokens, component inventory, and copywriting in plan tasks
gsd-executor References as visual source of truth during implementation
gsd-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 verification

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

Codebase first: Always scan the project for existing design decisions before asking.

# Detect design system
ls components.json tailwind.config.* postcss.config.* 2>/dev/null

# Find existing tokens
grep -r "spacing\|fontSize\|colors\|fontFamily" tailwind.config.* 2>/dev/null

# Find existing components
find src -name "*.tsx" -path "*/components/*" 2>/dev/null | head -20

# Check for shadcn
test -f components.json && npx shadcn info 2>/dev/null

Read the full file on GitHub · 358 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. 24d ago First seen · 358 lines · 43 tokens per session scan A 8a6f15a2b25d

Subscribe to this mod's changes

gsd-ui-researcher is an agent published in the GitHub repository lalitnayyar/finally (0 stars, last pushed 6mo ago), licensed MIT. It adds 43 tokens to every session and 3,261 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 95% identical to gsd-ui-researcher, differing in 43 lines, and is treated as a copy.

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