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.
git clone --depth 1 https://github.com/CaesiumY/ko-design-mdWrote 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.
[](https://agentmods.dev/agents/caesiumy/ko-design-md/research-collector)<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.
<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>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00085 | $0.02065 |
| Opus 5.5 | $0.00034 | $0.00826 |
| Sonnet 5.5 | $0.00017 | $0.00413 |
| Haiku 4.5 | $0.00009 | $0.00206 |
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 13d 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.
How it starts
The opening of the file, as written. The whole thing — 66 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)board_source_paths— array of every file you can read from a design board the user approved at Stage 4c — source files read as text (.dc.htmlartboards,canvas.json, a handoff bundle'scolors_and_type.css,*.md, component source such as.jsx) and exported frame images read as images — or"none". Board frames come here, not inscreenshot_paths, which holds captures of the live service. When present, this is the approved transcription of the brand: its values and structure are what the entry must carry.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, etclang— alwaysko(the entry body is Korean)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:
## Brand identity— what the brand is, who it serves, positioning## Visual language (observed)— overall feel (warm/cool, dense/spacious, geometric/organic)## 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.## 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.mdfont-display-src; without it the preview can only fall back to Pretendard. Pretendard itself needs no URL (the preview runtime bundles it).## Spacing & rounded— spacing rhythm, corner radius observations## 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.## Components (named)— distinctive component patterns (e.g. "ETA banner", "rider map pin")## Voice/tone samples— short representative quotes from the brand's UI copy or marketing## Korean market context— if this brand operates in Korea, what's distinctive about its Korean usage. Skip with one line for non-Korean brands.## Sources— numbered list of URLs used, in the form1. https://.... If a source is an ephemeral or private handoff bundle (e.g. a user-suppliedapi.anthropic.com/v1/design/h/...link), still list it so[src:N]resolves, but append— (ephemeral handoff bundle; not a public URL)so the author keeps it out of the final## References; the claims it backs must be re-cited to a public page or left uncited. Local files fromboard_source_pathsare not listed here at all — they follow the board rule below.
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.
- 13d ago Changed · +2 lines · +7 tokens per session b9b26ce82298
- 1mo ago Changed 6fceebcea320
- 1mo ago Changed fd342d51ec75
- 1mo ago Changed d8b9c0b33925
- 1mo ago First seen · 64 lines · 78 tokens per session scan A 144b0076d3b5
research-collector is an agent published in the GitHub repository CaesiumY/ko-design-md (65 stars, last pushed yesterday), licensed MIT. It adds 85 tokens to every session and 2,065 once invoked, about $0.0003 per session on Opus 5.5. 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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