Web Design Lead Qualifier
by Rian O'Leary
Automated deep-research and scoring agent for qualifying web design prospects and drafting bespoke outreach.
- Research and score a project lead from 1–10 based on technical need.
- Generate detailed qualification reports saved directly to your local workspace.
- Identify a prospect's current CMS and specific website pain points.
Free
Included in download
- Downloadable skill package
- Works with Claude Code, Codex CLI
- 6 permissions declared
Sample input
Qualify this lead for me: acmeplumbing.ie. After you finish the report, show me a preview of the results.
Sample output
See screenshots below ⬇️
Automated deep-research and scoring agent for qualifying web design prospects and drafting bespoke outreach.
Free
Included in download
- Downloadable skill package
- Works with Claude Code, Codex CLI
- 6 permissions declared
- Instant install
Sample input
Qualify this lead for me: acmeplumbing.ie. After you finish the report, show me a preview of the results.
Sample output
See screenshots below ⬇️
Screenshots
About This Skill
What it does
Turns your AI agent into a lead research assistant for freelance web design. Point it at a prospect's website and it crawls their pages, audits their tech stack, scores their fit on 5 signals, and writes a full qualification report you can act on. Then drafts a personalised first-contact email with talking points.
Why this over just prompting
Prompting gets you a generic summary. This skill gets you a structured, evidence-based assessment — the agent actually crawls the site, reads multiple pages, and scores against real criteria (need, size, budget, accessibility, timing). Honest scores, not inflated ones. Every finding traces back to a source. No SaaS, no cloud — your reports live as markdown files on your machine.
What's included
- Site crawler — Fetches the homepage plus 3–5 key pages (about, services, contact, reviews). Playwright for JS-rendered sites, requests as fallback
- 5-signal scoring — Need, size, budget, accessibility, timing. Honest 1–10 score with detailed reasoning
- Qualification report — Company overview, web presence audit, fit assessment, key findings, unverified items flagged, and a clear recommendation
- Email draft + talking points — Personalised first-contact email referencing specific findings from the report, plus a structured brief for writing your own version
- Anti-hallucination rules — Every claim must be sourced. Unverified items are flagged. Numbers are traceable. No invented statistics
How it works
Everything runs locally. A Python script handles the site fetching (with DNS validation and redirect checking for security). Setup takes 2 minutes — the agent asks where to save reports, optionally installs Playwright, and you're ready. Works with Claude Code, Codex CLI, OpenClaw, Cursor, Gemini CLI, and any agent that supports SKILL.md files.
Ready for the full pipeline?
This is the standalone lead qualifier. WebClient Studio adds a pipeline tracker with local database, AI proposal builder, and client onboarding — everything from qualified lead to signed project. Your qualification reports feed directly into proposals and briefs.
Requirements
- Python 3.8+
- `requests` and `beautifulsoup4` (installed during setup)
- Playwright optional but recommended for JavaScript-rendered websites (~150MB)
Use Cases
- Research and score a project lead from 1–10 based on technical need.
- Generate detailed qualification reports saved directly to your local workspace.
- Identify a prospect's current CMS and specific website pain points.
- Draft hyper-personalized cold outreach emails based on real-time site data.
Known Limitations
- Cannot bypass CAPTCHAs or gated content.
- Scoring is based on public data only.
- Accuracy depends on Playwright for JavaScript sites.
How to Install
mkdir -p ~/.claude/skills && curl -sL https://www.agensi.io/api/install/web-design-lead-qualifier -o /tmp/web-design-lead-qualifier.zip && unzip -o /tmp/web-design-lead-qualifier.zip -d ~/.claude/skills && rm /tmp/web-design-lead-qualifier.zipFree skills install directly. Paid skills require purchase - use the download button above after buying.
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Only users who have downloaded or purchased this skill can leave a review.
Security Scanned
Passed automated security review
Permissions
Allowed Hosts
File Scopes
Claude Code, Codex CLI, OpenClaw, Cursor, Gemini CLI
Frequently Asked Questions
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