gsd-ui-researcher

gsd-ui-researcher is an agent for Claude Code from gsd-build/get-shit-done. It costs 44 tokens per session (3,428 once invoked), scanned A, original, MIT.

A user-interface research agent that creates a UI-SPEC.md design contract for a frontend phase. It gathers existing design decisions and fills in only the remaining details needed to build the interface.

In plain words
What is it for?
It is used before implementing a frontend phase to define the design system, component behavior, and visual rules while taking existing project patterns into account.
Why use it?
It prevents a frontend phase from relying on scattered or unresolved visual decisions.

Agent for Claude Code

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

Good fit It is used before implementing a frontend phase to define the design system, component behavior, and visual rules while taking existing project patterns into account.

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Install with agentmods
npx agentmods add agents/gsd-build/get-shit-done/gsd-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/gsd-build/get-shit-done

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/gsd-build/get-shit-done/gsd-ui-researcher/github.svg)](https://agentmods.dev/agents/gsd-build/get-shit-done/gsd-ui-researcher)
Your own site
<a href="https://agentmods.dev/agents/gsd-build/get-shit-done/gsd-ui-researcher"><img src="https://agentmods.dev/badge/agents/gsd-build/get-shit-done/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/gsd-build/get-shit-done/gsd-ui-researcher"><img src="https://agentmods.dev/badge/agents/gsd-build/get-shit-done/gsd-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 3,428 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 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 5.1 $0.00044 $0.03428
Opus 5 $0.00022 $0.01714
Sonnet 5 $0.00009 $0.00686
Haiku 4.5 $0.00004 $0.00343

Measured 12d ago against content hash 371673e035c3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, 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 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

Copies of this mod

8 near-identical copies found in the catalogue:

agents/gsd-ui-researcher.md · 381 lines

How it starts

The opening of the file, as written. The whole thing — 381 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 <required_reading> 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

<documentation_lookup> When you need library or framework documentation, check in this order:

  1. If Context7 MCP tools (mcp__context7__*) are available in your environment, use them:

    • Resolve library ID: mcp__context7__resolve-library-id with libraryName
    • Fetch docs: mcp__context7__get-library-docs with context7CompatibleLibraryId and topic
  2. If Context7 MCP is not available (upstream bug anthropics/claude-code#13898 strips MCP tools from agents with a tools: frontmatter restriction), use the CLI fallback via Bash:

    Step 1 — Resolve library ID:

    npx --yes ctx7@latest library <name> "<query>"
    

    Step 2 — Fetch documentation:

    npx --yes ctx7@latest docs <libraryId> "<query>"
    

Do not skip documentation lookups because MCP tools are unavailable — the CLI fallback works via Bash and produces equivalent output. </documentation_lookup>

<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>

Read the full file on GitHub · 381 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 · 381 lines · 44 tokens per session scan A 371673e035c3

Subscribe to this mod's changes

gsd-ui-researcher is an agent published in the GitHub repository gsd-build/get-shit-done (64,551 stars, last pushed 3mo ago), licensed MIT. It adds 44 tokens to every session and 3,428 once invoked, about $0.0002 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 2026-08-30.