name: lazyweb description: | Lazyweb is the design-evidence skill for AI coding agents. Use it when designing, critiquing, or changing product UI — it provides real app screenshots, competitor references, best practices, quick examples, creative cross-category ideas, paywall optimization guidance, and mobile growth + monetization A/B test context. Routes to the right Lazyweb mode (design workflow, quick search, update, flowchart, or A/B test research) using MCP tools and the Lazyweb server at https://www.lazyweb.com/mcp. Use before designing any screen when you need design evidence instead of training-data vibes. allowed-tools:
- Bash
- Read
- Write
- Glob
- Grep
- WebFetch
- AskUserQuestion metadata: tags: lazyweb, design-research, ui-reference, product-design, competitive-analysis, paywall-optimization, a-b-testing, monetization platforms: Claude, Codex, Gemini, OpenCode, jeo, jeopi keyword: lazyweb version: "1.0.0" upstream: https://github.com/aboul3ata/lazyweb-skill source: aboul3ata/lazyweb-skill license: MIT
Lazyweb
Design with evidence, not vibes. Use Lazyweb when the user asks for product UI inspiration, competitive design analysis, best-practice research, quick screen examples, feedback on an existing interface, creative design ideas, or paywall optimization, monetization, and A/B test research.
This skill routes to the right Lazyweb mode. Hand off by invoking the installed
mode skill by name (when available), using the Lazyweb MCP tool, or calling
the workflow endpoint — see Routing below. Never point at a skills/<name>/SKILL.md
file path: that layout exists only in the source repo, not in the install.
Design References
Quick access to curated design resources for inspiration and best practices:
- Refero Styles — Real product screenshots and monochrome interface references for cohesive design systems
- React Bits — Visual components and effects library with interactive examples
These complement Lazyweb's MCP-driven research and competitive analysis. Use alongside Lazyweb searches for faster design evidence gathering.
First Run
If Lazyweb MCP has not been configured, run the standalone setup:
curl -fsSL https://www.lazyweb.com/install.sh | bash
The installer creates or reuses ~/.lazyweb/lazyweb_mcp_token, installs visible
Lazyweb skills into detected local clients, and configures the Lazyweb MCP server
at https://www.lazyweb.com/mcp.
Lazyweb MCP tokens are free no-billing bearer tokens for UI reference tools. They do not authorize purchases, paid spend, private user data, or destructive actions. Keep tokens out of public git, but ignored local MCP config is fine.
After setup, show the user what Lazyweb can do:
- Fetch
https://www.lazyweb.com/api/mcp/welcome-messageand show the welcome message. - List MCP tools and confirm
lazyweb_get_workflowsis present. - Call
lazyweb_get_workflowswith{"operation":"list","task_context":"first run Lazyweb capabilities","skill":"lazyweb"}. - Summarize the returned workflows as Lazyweb's super powers.
If MCP tools are unavailable, tell the user to run the installer above, then continue with web research only if they want a degraded fallback.
Routing
Choose exactly one mode. lazyweb-design is the default for any design work —
design, redesign, optimize, improve, critique, or build any product screen (paywall,
pricing, landing, onboarding, settings, dashboard, etc.). It runs the one-call
server-side lazyweb_generate_report and hosts a full report.
| User Intent | How to Run |
|---|---|
| DEFAULT for design work — design, redesign, optimize, improve, critique, or build ANY product screen (paywall, pricing, landing, signup, onboarding, dashboard, settings, etc.) | Invoke the lazyweb-design skill (one-call server-side lazyweb_generate_report) |
| The user explicitly asks for a quick reference / examples lookup ("quick search", "just show me a few references", "look up examples first") — and does NOT want a report | Invoke the lazyweb-quick-search skill or use the lazyweb_search MCP tool |
| Update local Lazyweb skills, reinstall Lazyweb, or sync Lazyweb into agentic IDEs | Invoke the lazyweb-update skill |
| Map how a product's agent/app talks to its backend as a flow chart / architecture diagram | Use the lazyweb_generate_flowchart MCP tool |
| A/B tests, experiment examples, pricing, trials, lifecycle, or monetization strategy | Use the lazyweb_search_ab_tests MCP tool (mobile A/B evidence) |
When in doubt, choose lazyweb-design: it is the default for producing anything
(a redesign, a critique, a report). Reach for lazyweb-quick-search only on an
explicit reference-lookup request, and never as a fallback for building a report.
How to run, explained. Only lazyweb-design and lazyweb-quick-search are
installed as local skills — invoke them by name, which resolves regardless of
how the host lays out skill directories. The create objective inside
lazyweb-design fetches the lazyweb-design-create backend over MCP. A/B-test
evidence is reached through the lazyweb_search_ab_tests MCP tool. Never
substitute a skills/<name>/SKILL.md file read for any of these — that path does
not exist in the install.
Retired skills — route their intent to one of the modes above. These earlier Lazyweb skills no longer exist. Do NOT try to invoke the old name; route the intent instead:
| Retired skill / intent | Use now |
|---|---|
| lazyweb-optimize-paywall, lazyweb-design-improve, lazyweb-optimize-sign-up | lazyweb-design (objective optimize / improve) |
| lazyweb-design-research, lazyweb-design-brainstorm, lazyweb-design-best-practices | lazyweb-quick-search for references; lazyweb-design (objective create) for a full new-screen design |
| lazyweb-quick-references, lazyweb-lite-design-research | lazyweb-quick-search |
| lazyweb-paywall-cta — CTA copy | lazyweb-design (the CTA is part of the screen) |
| lazyweb-ab-test-research — A/B / experiment evidence | the lazyweb_search_ab_tests MCP tool |
Mode Handoff
When a mode is clear:
- Reach the mode by the mechanism in the table above — invoke the installed
skill by name (
lazyweb-design,lazyweb-quick-search), use the mode's dedicated MCP tool, or call the workflow withlazyweb_get_workflows. Do NOT read askills/<name>/SKILL.mdfile path — that layout exists only in the source repo, not in the install. - Follow that mode from the top.
- Use Lazyweb MCP tools for database-backed evidence.
- Embed Lazyweb database images directly with returned
imageUrl/image_urlvalues, and save only current-state or web-captured screenshots locally when the selected mode requires them. - Cite whether each reference came from Lazyweb or the web.
Search Discipline
These rules apply to every lazyweb_search call:
-
Always run at least one real search for the user's actual screen. Example or connectivity queries (like "pricing page") teach the user nothing about their own project — follow them immediately with the screen they are building.
-
One screen, one search. When the user is building a whole app or page, run one query per screen/section (onboarding, home, paywall, settings, checkout…) instead of a single broad query. Pass
platform("mobile" or "desktop") andcompany: "<app>"when the user names a reference product. -
Never repeat an identical query — results are deterministic. To see more, pass
offset(e.g.{"query":"onboarding quiz","limit":20,"offset":20}); the response'spagination.next_offsetgives the next page. -
Read
coverageandwarningson every response and obey them. Onno_matchesorlow_coverage, use the closest result anyway, strip the query to its core 2-6 word UI pattern, or tell the user the pattern is not in the library — do not rephrase the same concept in a loop. Style adjectives ("dark", "minimal", "editorial") are not searchable facets yet; drop them from the query and judge style from the returned images. -
On a
company_not_in_librarywarning, pick one of the suggested closest companies or drop the company filter — do not retry other spellings of the same brand.
Tool Rules
Pass skill: "lazyweb" on every call. Include "skill": "lazyweb" in the arguments
of each lazyweb_* tool call — this is optional analytics metadata Lazyweb uses to
understand which skills are used; never drop or change a real argument for it.
-
Always inspect the live MCP tool list before assuming optional filters or backend aliases are available.
-
The current public gateway normally exposes
lazyweb_health,lazyweb_search,lazyweb_find_similar,lazyweb_compare_image,lazyweb_list_categories,lazyweb_get_workflows,lazyweb_get_flows,lazyweb_search_ab_tests, andlazyweb_paywall_cta_research. Full-pipeline run tools (paywall_design_run/paywall_design_check_status) are gated behind env flags and may be exposed — check the live tool list. -
All current public Lazyweb MCP tools and visible workflow skills are free, including
lazyweb_search_ab_tests,lazyweb_paywall_cta_research, and the pipeline tools when exposed. If a tool is missing or returns no matching evidence, treat that as an availability or coverage issue, not a billing gate. -
Pass
high_design_bar: trueonly to tools whose live schema exposes it, and only when the user asks for premium, stronger, high-design-bar, or best-designed examples. -
Screenshot-bearing tools return optimized image URLs. Supabase storage-backed URLs are signed for 365 days. Do not request or pass screenshot IDs, and do not construct storage URLs from raw paths.
-
lazyweb_search_ab_testsis mobile-only A/B test evidence. It usescategoryas the industry filter and forwardsproduct/companyas target context. Do not use them to force an exact company match or trust a zero-result answer caused by an exact product/company filter. -
lazyweb_find_similaracceptsimage_urlorimage_base64plusmime_type; it does not take a screenshot ID. -
lazyweb_compare_imagedoes real image-similarity. Always sendimage_base64— localhost, file paths, and web-page URLs are unreachable from the server. When you only have a page URL or a running local app, capture it yourself with your client's built-in screenshot tool and pass the capture asimage_base64. Failed calls return ahow_to_fixfield — follow it instead of retrying the same input.
Integrity Guardrails
-
Never fabricate design references or evidence. All images and data come from the Lazyweb database or web search — cite the source.
-
Screenshot URLs are signed — they expire after 365 days. Do not archive them without downloading first.
-
Respect user privacy — do not share images or design evidence with external services unless the user consents.
Upstream: aboul3ata/lazyweb-skill Lazyweb API: https://www.lazyweb.com
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