lazyweb

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 Lazyweb mode. Do not reimplement the mode here. Hand off by invoking the mode's installed skill by name, using its dedicated MCP tool, or fetching its workflow over MCP — see Routing below. Never point the agent at a skills/<name>/SKILL.md file path: that layout exists only in the source repo, not in the installed skill, so the path does not resolve.

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.

Downloading or updating the skill pack, installing or configuring a client, and creating or reusing a bearer token are available to everyone without charge. Setup, health, and workflow discovery remain usable regardless of plan; real data-bearing MCP tool availability and usage limits depend on the account's persisted experiment assignment and plan.

A Lazyweb MCP token is a bearer setup credential, not proof of paid access. It does 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.

MCP plan responses

Inspect every data-bearing tool result before applying its normal schema. These are terminal access outcomes, not missing-tool or coverage failures:

• MCP_PRO_REQUIRED: relay the server message and returned intent-bound upgrade_url to the user, then stop. Do not retry another data tool or fall back to web/manual output.
• FREE_REPORT_DAILY_LIMIT: relay the server message and returned intent-bound upgrade_url to the user, then stop. Do not retry another data tool or fall back to web/manual output.
• Successful status: "locked_preview": relay display_to_user verbatim (or the returned MCP text if that is all the client exposes), including the preview and upgrade links. It is a terminal success with no generated research; do not poll, reconstruct a report, retry another data tool, or fall back.

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. Route to lazyweb-quick-search ONLY when the user explicitly asks for a quick reference / examples lookup — never as the default for design work, and never as the way to produce a 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
Update local Lazyweb skills, reinstall Lazyweb, or sync Lazyweb into agentic IDEs	Invoke the lazyweb-update skill
Explain how something works / why something happened with a diagram — a walkthrough, failure trace, or hypothetical	Invoke the lazyweb-explain-flow skill
Propose reviewable UI / flow changes on a diagram for the user to Accept/Decline, then apply the accepted ones	Invoke the lazyweb-propose-ui-changes skill
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 between the two, 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, lazyweb-quick-search, and lazyweb-update are installed as local skills — invoke them by name, which resolves regardless of how the host lays out skill directories. A/B-test evidence is reached through the lazyweb_search_ab_tests MCP tool above. The create objective inside lazyweb-design fetches the lazyweb-design-create backend over MCP. 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 two skills above. These earlier Lazyweb skills no longer exist. Do NOT try to invoke or fetch the old name; route the intent instead:

Retired skill / intent	Use now
lazyweb-optimize-paywall, lazyweb-design-improve, lazyweb-optimize-sign-up — optimize or improve an existing screen	lazyweb-design (objective optimize / improve)
lazyweb-design-research, lazyweb-deep-design-research, lazyweb-design-brainstorm, lazyweb-design-best-practices — research, competitive analysis, best practices, "what do top apps do", creative ideas	lazyweb-quick-search for references; lazyweb-design (objective create) for a full new-screen design
lazyweb-quick-references, lazyweb-lite-design-research — quick examples / UI references	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

Calling lazyweb_search directly under one of these retired skill tags is no longer supported — the server rejects it and points back here. lazyweb_search is reached only INSIDE lazyweb-quick-search (references) and the server-side lazyweb-design pipeline (which searches internally); it is not a direct external tool for any retired skill.

For a bare /lazyweb request, briefly explain the modes above and ask which one the user wants. Default to lazyweb-design for any design/redesign/optimize/ improve/critique/build work — it is the one-call server-side report path. Only recommend lazyweb-quick-search when the user has explicitly asked for a quick reference / examples lookup and does not want a report — never as the default for design work and never as a way to build a report. Paywall CTA copy is part of the screen, so it also goes to lazyweb-design. lazyweb-design is the user-facing umbrella for ANY product screen and routes on objective. Pick by the user's INTENT, not by whether they have a screenshot: route an EXISTING screen they want to optimize/improve to lazyweb-design (objectives optimize and improve), and route designing a NEW screen FROM SCRATCH to lazyweb-design too (objective create, which hands off internally to the lazyweb-design-create backend — never route users straight to lazyweb-design-create). Route explicit install, update, refresh, or stale slash-command requests to lazyweb-update.

Mode Handoff

When a mode is clear:

1. Reach the mode by the mechanism in the table above — invoke the installed skill by name (lazyweb-design, lazyweb-quick-search, lazyweb-update), use the mode's dedicated MCP tool, or fetch its workflow with lazyweb_get_workflows. Do NOT read a skills/<name>/SKILL.md file path — that layout exists only in the source repo, not in the install.
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.

The installed mode skills (lazyweb-design, lazyweb-quick-search, lazyweb-update) may also be called directly by the user from the slash menu. This /lazyweb skill remains the entry point for hosts that show only one downloaded skill or where the user is not sure which mode to use — there, reach the unsurfaced modes via their MCP tool or lazyweb_get_workflows, never a local file path.

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.
• Installing visible workflow skills and configuring MCP do not determine tool entitlement. Real data-bearing tool availability and usage limits follow the account's persisted experiment assignment and plan. Inspect the live schema and honor the server response; a missing tool can reflect plan, experiment, rollout, or availability, while an empty authorized result is a coverage outcome.
• 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.