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.
npx skills add aboul3ata/lazyweb-skill --skill lazyweb-design-creategit clone --depth 1 https://github.com/aboul3ata/lazyweb-skillWrote 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/skills/aboul3ata/lazyweb-skill/lazyweb-design-create)<a href="https://agentmods.dev/skills/aboul3ata/lazyweb-skill/lazyweb-design-create"><img src="https://agentmods.dev/badge/skills/aboul3ata/lazyweb-skill/lazyweb-design-create/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/skills/aboul3ata/lazyweb-skill/lazyweb-design-create"><img src="https://agentmods.dev/badge/skills/aboul3ata/lazyweb-skill/lazyweb-design-create.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 7 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Supply Chain · line 176 Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
- high Supply Chain · line 179 Remote code is downloaded and executed. This bypasses code review and could introduce malicious code.Fix: Avoid downloading and executing remote scripts. Use trusted packages from PyPI/npm. If remote fetch is required, verify checksums and use HTTPS.
- medium Rogue Agent · line 7 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Rogue Agent · line 237 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Rogue Agent · line 306 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
- medium Data Exfiltration · line 420 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Privilege Escalation · line 801 Commands invoke sudo or root privileges. Verify this elevated access is necessary and justified.Fix: Avoid sudo/root unless strictly required. Prefer least-privilege patterns. If elevation is needed, document the justification and scope.
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 | $0.00115 | $0.16361 |
| Opus 5.5 | $0.00046 | $0.06544 |
| Sonnet 5.5 | $0.00023 | $0.03272 |
| Haiku 4.5 | $0.00012 | $0.01636 |
Grade A, and why
lazyweb-design-create 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 1mo 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 — 1,215 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Lazyweb Deep Design Research
Evidence-backed design research that reads the user's current screen, names its frictions, forms 2-4 genuinely divergent redesign bets, and renders a visual-first HTML report where the recommended prototype sits side by side with the control.
People learn by seeing. Every claim in the report is carried by a large, legible visual; nothing important hides behind a click. Chrome stays quiet: no chip clutter, no legend tables, no explanatory paragraphs next to the proof.
MCP plan responses — check before the normal workflow
Inspect every data-bearing tool result before applying its normal search, render, or report schema:
MCP_PRO_REQUIRED: relay the server message and returned intent-boundupgrade_urlto 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-boundupgrade_urlto the user, then stop. Do not retry another data tool or fall back to web/manual output.- Successful
status: "locked_preview": relaydisplay_to_userverbatim (or the returned MCP text if that is all the client exposes), including the preview and upgrade links. It is terminal and contains no generated research; do not poll, render or assemble a report, retry another data tool, or fall back.
CRITICAL: Output Behavior
This skill produces FILES, not a plan. Regardless of whether you are in plan mode or not, ALWAYS:
- Author the report content as
.lazyweb/deep-design-research/{topic}-{date}/work/report-data.json(structured content, NOT HTML) - Embed Lazyweb references directly with their returned
imageUrl/image_url; save only current-state and web-captured screenshots under.lazyweb/deep-design-research/{topic}-{date}/references/ - Do NOT create
report.md,report.html, or any other report artifact by hand — the server renders the report - Do NOT write research content into a plan file
- Render and host the report with
lazyweb_render_report(see "Render and host the report" below) — this single call IS the deliverable; producing the report and hosting it are the same action, so there is nothing to skip - After the render call returns, show the user a concise summary, the recommended bet, and the shareable link (the report lives only at that URL)
- Ask the user if the research looks good
- If in plan mode, exit plan mode after the user confirms - the research is done
- Suggest next steps: "You can now use this research to inform your implementation,
ask
/lazywebto improve your current design, or start building."
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 1mo ago First seen · 1,215 lines · 115 tokens per session scan E 87bd46538141
lazyweb-design-create is a skill published in the GitHub repository aboul3ata/lazyweb-skill (455 stars, last pushed 26d ago), licensed MIT. It adds 115 tokens to every session and 16,361 once invoked, about $0.0005 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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