design-research
Skill3 starsChanged 31 days agoMITView on GitHub
Retrieve and analyze real visual references for a design decision. Triggers on "design references", "设计参考".
9 other projects use a version of this.
Adopted by
Most recently taken up by
- ldaume/agentic-engineering-harnesstheir own version, first seen Nov 8, 2026
- matthewdigiuseppe/MStacktheir own version, first seen Nov 1, 2026
- ZachArticulateV/designer-pro-and-seotheir own version, first seen Oct 19, 2026
- shub-rajput/design-superskillstheir own version, first seen Oct 14, 2026
- adtn0810/truestacktheir own version, first seen Sep 12, 2026
- wjlgatech/design-anythingtheir own version, first seen Jul 18, 2026
Other versions9 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 9
- hamelsmu/design-research★ 76same name
- matthewdigiuseppe/MStack★ 17same name
- tykisgod/quick-question★ 12same name
- mevans2120/design-suite-claude-skills★ 11same name
- shub-rajput/design-superskills★ 10same name
- ZachArticulateV/designer-pro-and-seo★ 10same name
- ldaume/agentic-engineering-harness★ 3same name
- adtn0810/truestack★ 2same name
- wjlgatech/design-anything★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- brainstormSkill
- oss-strategySkill
- specSkill
- researchSkill
- api-designSkill
- architectureSkill
- codebase-designSkill
- domain-modelingSkill
- frontend-designSkill
- imagegenSkill
- image-to-codeSkill
- prompt-engineeringSkill
- prototypeSkill
- schema-designSkill
- auth-implementationSkill
- breakdownSkill
- context-engineeringSkill
- error-handlingSkill
- i18nSkill
- implementSkill
- multi-agent-orchestrationSkill
- cost-optimizationSkill
- performanceSkill
- refactoringSkill
- simplifySkill
- api-testingSkill
- e2e-testingSkill
- load-testingSkill
- tddSkill
- test-generationSkill
- a11y-reviewSkill
- code-reviewSkill
- debuggingSkill
- lintingSkill
- security-reviewSkill
- ci-cdSkill
- deprecation-migrationSkill
- git-workflowSkill
- oss-polishSkill
- shippingSkill
- documentation-auditSkill
- handoffSkill
- incident-responseSkill
- observabilitySkill
- purity-auditSkill
- skill-authoringSkill
- using-skillsSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 18
Search accessible product pages and public galleries.
“Common” is measured: kept by at least 6 in 10 of the 9 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Design Research
When to use
- Retrieve and analyze real visual references for a design decision.
Not for: research for technical comparisons; imagegen for generated references.
Steps
- Define audience, category and the specific interface or brand question.
- Search accessible product pages and public galleries; verify availability and report blocked sources.
- Inspect visuals where available; separate visual observation from text-only descriptions and record source evidence.
- Curate a purposeful set with what to borrow, avoid and why; do not enforce gallery quotas.
Output: Suggested paths, subject to human audit: docs/design/references.md when a durable board is needed.
Verify
- Sources and actual visual access are traceable; selection serves a concrete decision.
References
- engineering-principles.md — shared decision boundaries, scope and verification.
- design-principles.md — design discipline (CRAP, hierarchy before decoration, consistency from systems)
- human-audit.md — document consent, readability and human review.
- references/sources.md — 5 free public sources (coverage, category URL patterns, WebFetch feasibility) + routing matrix + capability boundary (iOS per-screen, markdown-not-pixels)
- references/query-patterns.md — brief → category URL path + search term, with per-goal example queries (fintech landing, SaaS hero, onboarding flow, error/empty states)
- references/analysis-framework.md — extraction axes (layout/grid/spacing/type/density/accent, text-descriptive) + 8 analysis lenses + 3 output frameworks (Reference Board / Competitive Comparison / Decision Log)
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

