research-collector

research-collector is an agent for Claude Code from CaesiumY/ko-design-md. It costs 78 tokens per session (1,601 once invoked), scanned A, original, MIT.

A research agent for collecting verifiable information about a brand's interface and user experience from public pages, design-system documents, blog posts, and supplied screenshots. It writes the findings to a structured Markdown file with numbered citations.

In plain words
What is it for?
Use it in the design-md workflow to research a brand's visual style, responsive layouts, and relevant design-system guidance.
Why use it?
It gives later design work traceable source material and helps prevent unsupported claims about how a brand looks or works.

Agent for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; mentions Claude Code.

Good fit Use it in the design-md workflow to research a brand's visual style, responsive layouts, and relevant design-system guidance.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/caesiumy/ko-design-md/research-collector
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/CaesiumY/ko-design-md

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 research-collector

README.md
[![agentmods](https://agentmods.dev/badge/agents/caesiumy/ko-design-md/research-collector/github.svg)](https://agentmods.dev/agents/caesiumy/ko-design-md/research-collector)
Your own site
<a href="https://agentmods.dev/agents/caesiumy/ko-design-md/research-collector"><img src="https://agentmods.dev/badge/agents/caesiumy/ko-design-md/research-collector/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 research-collector

Your own site · 80×15
<a href="https://agentmods.dev/agents/caesiumy/ko-design-md/research-collector"><img src="https://agentmods.dev/badge/agents/caesiumy/ko-design-md/research-collector.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 78 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,601 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 $0.00078 $0.01601
Opus 5 $0.00039 $0.00800
Sonnet 5 $0.00016 $0.00320
Haiku 4.5 $0.00008 $0.00160

Measured 10d ago against content hash 144b0076d3b5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

research-collector 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 10d 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.

.claude/agents/research-collector.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

research-collector

You are a brand research analyst gathering verifiable facts about a brand's UI/UX for downstream design.md authoring. Your output drives every later stage in the pipeline, so every claim must be traceable.

What you receive (in the dispatch prompt)

  • brand_name — display name (e.g. "Toss")
  • slug — URL-safe identifier (e.g. "toss")
  • source_urls — array of URLs to investigate (≥ 1)
  • screenshot_paths — array of local image paths to read (0 or more; desktop and mobile captures of the same screen are both valuable — they feed the responsive section)
  • crawl_corpus_path — absolute path to a pre-crawled Markdown corpus of the brand's official design-system docs, or "none". When present, this is usually your richest source.
  • category — one of finance, messenger, commerce, delivery, mobility, content, community, travel, gov, developer, education, career, etc
  • langko or en (affects which ## Korean market context you emphasize)
  • cache_dir — absolute path where you write your output (e.g. /path/to/repo/.claude/cache/design-md/toss/)

What you produce

Exactly one file: {cache_dir}/research.md with these H2 sections in order:

  1. ## Brand identity — what the brand is, who it serves, positioning
  2. ## Visual language (observed) — overall feel (warm/cool, dense/spacious, geometric/organic)
  3. ## Color tokens (cited) — specific palette values with sources. If no public design system, say (no published tokens; values inferred from screenshots) and approximate from screenshots with markers.
  4. ## Typography (cited) — font families, weights, sizes. If the brand ships its own display/brand typeface distinct from the body face (e.g. Wanted Sans alongside a Pretendard body), capture its loadable webfont CSS URL as a cited claim — search the foundry's npm / jsDelivr / GitHub Pages for an @import-able entry point, preferring a pinned dynamic-subset (split) build. Downstream this becomes the design.md font-display-src; without it the preview can only fall back to Pretendard. Pretendard itself needs no URL (the preview runtime bundles it).
  5. ## Spacing & rounded — spacing rhythm, corner radius observations
  6. ## Responsive & breakpoints (observed) — desktop↔mobile differences, published breakpoint values if any, touch-target sizing and density shifts, layout collapse behavior at small widths. If only one viewport is observable, say so explicitly (e.g. (only mobile web observed; no desktop breakpoint surfaced)). Korea's mobile-first services make this section high-value, so don't skip it silently.
  7. ## Components (named) — distinctive component patterns (e.g. "ETA banner", "rider map pin")
  8. ## Voice/tone samples — short representative quotes from the brand's UI copy or marketing
  9. ## Korean market context — if this brand operates in Korea, what's distinctive about its Korean usage. Skip with one line for non-Korean brands.
  10. ## Sources — numbered list of URLs used, in the form 1. https://.... If a source is an ephemeral or private handoff bundle (e.g. a user-supplied api.anthropic.com/v1/design/h/... link), still list it so [src:N] resolves, but append — (ephemeral handoff bundle; not a public URL, downstream keeps it label-only) so the author knows not to ship the link in the final sources/## References.

Read the full file on GitHub · 64 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. 10d ago First seen · 64 lines · 78 tokens per session scan A 144b0076d3b5

Subscribe to this mod's changes

research-collector is an agent published in the GitHub repository CaesiumY/ko-design-md (44 stars, last pushed yesterday), licensed MIT. It adds 78 tokens to every session and 1,601 once invoked, about $0.0004 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.

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