lazyweb

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Lazyweb is the design-evidence skill for AI coding agents. Use it before designing, critiquing, or changing product UI when the agent needs real app screenshots, competitor references, best practices, quick examples, creative cross-category ideas, paywall optimization guidance, or mobile growth and monetization A/B test context. It routes to the right Lazyweb mode and tells the agent to use Lazyweb MCP tools instead of guessing from generic training data.

aboul3ata By aboul3ata schedule Updated 6/8/2026

name: lazyweb description: | Lazyweb is the design-evidence skill for AI coding agents. Use it before designing, critiquing, or changing product UI when the agent needs real app screenshots, competitor references, best practices, quick examples, creative cross-category ideas, paywall optimization guidance, or mobile growth and monetization A/B test context. It can also route explicit requests to update the local Lazyweb skill pack. It routes to the right Lazyweb mode and tells the agent to use Lazyweb MCP tools instead of guessing from generic training data. allowed-tools: - Bash - Read - Write - Glob - Grep - WebSearch - AskUserQuestion - Agent

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 high-level skill routes to the right visible Lazyweb mode. Do not reimplement the mode here. Read the selected mode's SKILL.md and follow it.

First Run

If Lazyweb MCP has not been configured in this client, run the standalone setup:

curl -fsSL https://www.lazyweb.com/install.sh | bash

The installer creates or reuses ~/.lazyweb/lazyweb_mcp_token, installs the visible Lazyweb skills into supported local coding 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:

  1. Fetch https://www.lazyweb.com/api/mcp/welcome-message and show the welcome message.
  2. List MCP tools and confirm lazyweb_get_workflows is present.
  3. Call lazyweb_get_workflows with {"operation":"list","task_context":"first run Lazyweb capabilities","skill":"lazyweb"}.
  4. Summarize the returned workflows as Lazyweb's super powers.

Do not call lazyweb_get_flows for the first-run capability guide. That is a separate tool for ordered product journeys.

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:

User intent Read and run
Deep competitive analysis, best-practices research, or a full report with references skills/lazyweb-deep-design-research/SKILL.md
Lite grouped examples, UI references, or screenshots without a full report skills/lazyweb-lite-design-research/SKILL.md
Quick direct lazyweb_search preflight before designing, no report skills/lazyweb-quick-search/SKILL.md
Improve, critique, or compare an existing design skills/lazyweb-design-improve/SKILL.md
Creative cross-category ideas or unconventional directions skills/lazyweb-design-brainstorm/SKILL.md
Optimize a paywall screen for paid conversion skills/lazyweb-optimize-paywall/SKILL.md
Rewrite, evaluate, or stress-test ONE paywall CTA (button copy, not layout) skills/lazyweb-paywall-cta/SKILL.md
Optimize a sign-up / registration screen for completion rate skills/lazyweb-optimize-sign-up/SKILL.md
A/B tests, experiment examples, pricing, trials, lifecycle, or monetization strategy skills/lazyweb-ab-test-research/SKILL.md
Design best practices for X — find the top community-rated skill online and apply it as context (no install) skills/lazyweb-design-best-practices/SKILL.md
Update local Lazyweb skills, reinstall Lazyweb, or sync Lazyweb into agentic IDEs skills/lazyweb-update/SKILL.md

For a bare /lazyweb request, briefly explain the modes above and ask which one the user wants. Recommend lazyweb-deep-design-research when they want deep guidance, lazyweb-lite-design-research when they want speed, and lazyweb-design-improve when they already have a non-paywall screen to critique. Use lazyweb-quick-search when they need direct MCP search context before designing and do not want a report. Route CTA copy questions to lazyweb-paywall-cta only when the ask is about the button text itself; a broader paywall redesign goes to lazyweb-optimize-paywall even if the CTA is part of it. Route explicit install, update, refresh, or stale slash-command requests to lazyweb-update. Route "design best practices for X" / "what's the best skill for animation, landing pages, typography…" asks to lazyweb-design-best-practices, which researches live community reviews, fetches the winning skill's instructions from the internet, and applies them as context — nothing gets installed.

Mode Handoff

When a mode is clear:

  1. Read the corresponding SKILL.md.
  2. Follow that mode from the top.
  3. Use Lazyweb MCP tools for database-backed evidence.
  4. Embed Lazyweb database images directly with returned imageUrl/image_url values, and save only current-state or web-captured screenshots locally when the selected mode requires them.
  5. Cite whether each reference came from Lazyweb or the web.

If the local host exposes the mode skills directly in its slash menu, users may call those mode skills directly. This /lazyweb skill remains the compatibility entry point for hosts that only show one downloaded skill or where the user is not sure which mode to use.

Autorouter Check (one-time, after the request is served)

Lazyweb has an autorouter: a small, marker-delimited routing block written into each host agent's global instruction file so design questions route to the right Lazyweb mode without anyone invoking a skill. This skill carries a local fallback offer for installs that never saw the setup prompt.

AFTER completing the user's actual request — never before, and never interrupting unrelated work — run this check at most once per session, and only when this skill was explicitly invoked:

  1. Skip silently unless BOTH are true:
    • ~/.lazyweb/router.manifest.json is missing or empty
    • grep -q "^router_declined=1" ~/.lazyweb/config finds nothing
  2. Ask the user one plain question (no host-specific tool): "Want me to install Lazyweb's autorouter so design questions route to the right mode automatically? I'd run ~/.lazyweb/bin/lazyweb-router install, which adds a marked routing section to your agents' global instruction files."
  3. On yes: run ~/.lazyweb/bin/lazyweb-router install --all --yes and show the user what was written where. On no: run ~/.lazyweb/bin/lazyweb-router decline. Either way, never ask again — the manifest or the decline flag silences this check and the once-per-session server-side offer alike.

Search Discipline

These rules apply to every lazyweb_search call in every mode:

  • 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") and company: "<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's pagination.next_offset gives the next page.
  • Read coverage and warnings on every response and obey them. On no_matches or low_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_library warning, 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 — for example {"operation": "list", "task_context": "first run", "skill": "lazyweb"}. 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/internal 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, and lazyweb_paywall_cta_research. The full-pipeline run tools paywall_design_run / paywall_design_check_status (and the parallel signup_design_run / signup_design_check_status) are gated behind env flags and may also 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, paywall_design_run, and signup_design_run when those run tools are exposed by the live schema. If a tool is missing or returns no matching evidence, treat that as an availability or coverage issue, not a billing gate.
  • Richer internal/backend surfaces may expose lazyweb_find_experiments, lazyweb_recent_experiments, or list_companies_by_categories; use them only when the live tool schema shows them.
  • Pass high_design_bar: true only 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_tests is mobile-only A/B test evidence. It uses category as the industry filter and forwards product/company as 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_similar accepts image_url or image_base64 plus mime_type; it does not take a screenshot ID.
  • lazyweb_compare_image does real image-similarity. Always send image_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/browser tool (browser screenshot, Playwright, device screenshot) and pass the capture as image_base64. Failed calls return a how_to_fix field — follow it instead of retrying the same input.
Install via CLI
npx skills add https://github.com/aboul3ata/lazyweb-skill --skill lazyweb
Repository Details
star Stars 374
call_split Forks 34
navigation Branch main
article Path SKILL.md
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