# Send Ultimate Lead Scraper & AI Outreach Engine to your agent Use the source page and any available docs to guide the install because the item currently does not return a direct package file. ## Fast path - Open the source page via Open source listing. - If you can obtain the package, extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the source page and extracted files. ## Suggested prompts ### New install ```text I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required. ``` ### Upgrade existing ```text I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "ultimate-lead-scraper-ai-outreach", "name": "Ultimate Lead Scraper & AI Outreach Engine", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/g4dr/ultimate-lead-scraper-ai-outreach", "canonicalUrl": "https://clawhub.ai/g4dr/ultimate-lead-scraper-ai-outreach", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/ultimate-lead-scraper-ai-outreach", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ultimate-lead-scraper-ai-outreach", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "SKILL.md" ], "downloadMode": "manual_only", "sourceHealth": { "source": "tencent", "slug": "ultimate-lead-scraper-ai-outreach", "status": "source_issue", "reason": "not_found", "recommendedAction": "review_source", "checkedAt": "2026-05-10T09:27:33.588Z", "expiresAt": "2026-05-11T09:27:33.588Z", "httpStatus": 404, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ultimate-lead-scraper-ai-outreach", "contentType": "text/plain", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=ultimate-lead-scraper-ai-outreach", "contentDisposition": null, "redirectLocation": null, "bodySnippet": null, "slug": "ultimate-lead-scraper-ai-outreach" }, "scope": "item", "summary": "Known item issue.", "detail": "This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.", "primaryActionLabel": "Open source listing", "primaryActionHref": "https://clawhub.ai/g4dr/ultimate-lead-scraper-ai-outreach" }, "validation": { "installChecklist": [ "Open the source listing and confirm there is a real package or setup artifact available.", "Review SKILL.md before asking your agent to continue.", "Treat this source as manual setup until the upstream download flow is fixed." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach", "downloadUrl": "https://openagent3.xyz/downloads/ultimate-lead-scraper-ai-outreach", "agentUrl": "https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent", "manifestUrl": "https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent.json", "briefUrl": "https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent.md" } } ``` ## Documentation ### Ultimate Lead Scraper & AI Outreach Engine Version: 1.0.0 Author: @g4dr Source: https://github.com/g4dr/openclaw-skills License: MIT ### Overview This skill helps Claude discover, qualify, and structure publicly available B2B business contact data and generate personalized outreach messages — for legitimate sales prospecting, partnership discovery, and market research. All data collection is scoped to publicly listed business information only. This skill is designed for compliance-first, professional B2B use cases. ### ⚖️ Legal & Compliance — Read Before Using This section is mandatory reading. Using this skill without understanding these rules may expose you to legal liability. ### Data Privacy Laws GDPR (EU/UK): You must have a legitimate interest or consent to contact EU/UK residents. Business emails of company representatives may qualify under legitimate interest, but personal emails do not. Always include an opt-out mechanism. CCPA (California): California residents have the right to opt out of data sale. Do not sell scraped contact lists. Include unsubscribe links in outreach. CAN-SPAM (US): Commercial emails must include sender identity, physical address, and a working unsubscribe link. Honor opt-out requests within 10 business days. CASL (Canada): Requires express or implied consent before sending commercial messages. ### Platform Terms of Service Always review the robots.txt of any website before scraping (e.g., https://example.com/robots.txt) LinkedIn prohibits automated scraping in its ToS — only scrape public company pages and comply with any cease-and-desist or rate-limiting responses Apify's platform requires users to comply with target websites' ToS ### Responsible Scraping Rules Never scrape personal profiles, private accounts, or login-gated content Respect Crawl-delay and Disallow directives in robots.txt Limit request rates to avoid overloading target servers Only collect data that is genuinely publicly listed for business contact purposes Delete data you no longer need — do not hoard contact databases indefinitely ### Outreach Best Practices Always personalize — mass cold email blasts are ineffective and damage sender reputation Include your real name, company name, and physical address in every email Provide a clear, one-click unsubscribe link Never use misleading subject lines or deceptive sender names Maintain a suppression list of opt-outs and never contact them again Disclaimer: This skill provides technical guidance only. It is not legal advice. Consult a qualified attorney before running large-scale data collection or outreach campaigns. ### What This Skill Does Discover publicly listed business contacts from Yellow Pages, Google Maps, and LinkedIn company pages Qualify leads by industry, location, company size, and job title Deduplicate and normalize contacts into a CRM-ready schema Generate personalized outreach messages using Claude AI Export clean CSV or JSON files ready for your CRM or email tool ### Step 1 — Set Up Apify Apify is a cloud web scraping platform. Sign up at https://apify.com to get started. Create a free account at https://apify.com Navigate to Settings → Integrations Direct link: https://console.apify.com/account/integrations Copy your Personal API Token: apify_api_xxxxxxxxxxxxxxxx Store it securely — never paste it into a chat or commit it to a public repo: export APIFY_TOKEN=apify_api_xxxxxxxxxxxxxxxx ⚠️ Keep your API token private. Do not share it in conversations with Claude or anyone else. Free tier includes $5/month of compute — sufficient for targeted, small-scale prospecting. ### Step 2 — Install the Apify Client npm install apify-client ### Actors for Lead Discovery Only use actors that target publicly listed business directories: Actor IDSourceData Availableapify/yellowpages-scraperYellow PagesBusiness name, phone, address, categoryapify/google-maps-scraperGoogle MapsBusiness name, phone, website, categoryapify/yelp-scraperYelpBusiness listings, contact infoapify/linkedin-companies-scraperLinkedIn (public pages only)Company info, website, industry ### Discover Local Businesses from Yellow Pages import ApifyClient from 'apify-client'; const client = new ApifyClient({ token: process.env.APIFY_TOKEN }); // Before running — check robots.txt: // https://www.yellowpages.com/robots.txt const run = await client.actor("apify/yellowpages-scraper").call({ searchTerms: ["digital marketing agency"], locations: ["New York, NY"], maxResultsPerPage: 25 // keep batches small and targeted }); const { items } = await run.dataset().getData(); // Filter out any results missing key business contact info const qualified = items.filter(b => b.businessName && (b.phone || b.website)); console.log(\`${qualified.length} qualified leads found\`); ### Discover Businesses from Google Maps // Before running — check: // https://www.google.com/robots.txt // Google Maps ToS: https://cloud.google.com/maps-platform/terms const run = await client.actor("apify/google-maps-scraper").call({ searchStringsArray: ["accountants Austin TX"], maxCrawledPlacesPerSearch: 25, language: "en" }); const { items } = await run.dataset().getData(); // Each item contains: // { title, address, phone, website, rating, category, email } ### Generate Personalized Outreach with Claude import axios from 'axios'; async function generateOutreach(lead) { const prompt = \` Write a short, personalized cold outreach email for this B2B prospect. LEAD INFO: - Business: ${lead.companyName} - Industry: ${lead.industry} - Location: ${lead.address} - Website: ${lead.website} RULES: - Max 100 words - No hype, no pressure - One clear, relevant value proposition - End with a soft CTA (reply, not "book a call") - Include [YOUR NAME] and [YOUR COMPANY] placeholders - Add a placeholder for a one-click unsubscribe link at the bottom Respond with subject line and body only. \`; const { data } = await axios.post( 'https://api.anthropic.com/v1/messages', { model: "claude-sonnet-4-20250514", max_tokens: 300, messages: [{ role: "user", content: prompt }] }, { headers: { 'x-api-key': process.env.CLAUDE_API_KEY, 'anthropic-version': '2023-06-01', 'Content-Type': 'application/json' } } ); return data.content[0].text; } ### Full Pipeline: Discover → Qualify → Outreach → Export import { writeFileSync } from 'fs'; async function runLeadPipeline(searchTerm, location, maxLeads = 25) { // STEP 1 — Discover const run = await client.actor("apify/yellowpages-scraper").call({ searchTerms: [searchTerm], locations: [location], maxResultsPerPage: maxLeads }); const { items } = await run.dataset().getData(); // STEP 2 — Qualify and normalize const leads = items .filter(b => b.businessName && (b.phone || b.website)) .map(b => ({ companyName: b.businessName, industry: b.category || searchTerm, phone: b.phone || "", website: b.website || "", address: \`${b.street || ""}, ${b.city || ""}, ${b.state || ""}\`.trim(), source: "yellowpages", collectedAt: new Date().toISOString(), outreachSent: false })); // STEP 3 — Deduplicate by website domain const seen = new Set(); const unique = leads.filter(l => { const domain = l.website?.replace(/https?:\\/\\/(www\\.)?/, '').split('/')[0]; if (!domain || seen.has(domain)) return false; seen.add(domain); return true; }); // STEP 4 — Generate outreach for top 5 (keep batches human-reviewable) for (const lead of unique.slice(0, 5)) { lead.suggestedEmail = await generateOutreach(lead); await new Promise(r => setTimeout(r, 500)); // rate limit Claude calls } // STEP 5 — Export to CSV const headers = ["companyName","industry","phone","website","address","source","suggestedEmail"]; const csv = [ headers.join(","), ...unique.map(l => headers.map(h => \`"${(l[h] || "").replace(/"/g, '""')}"\`).join(",")) ].join("\\n"); const filename = \`leads-${searchTerm.replace(/\\s+/g, '_')}-${Date.now()}.csv\`; writeFileSync(filename, csv); console.log(\`✅ ${unique.length} leads exported to ${filename}\`); return unique; } // Example usage await runLeadPipeline("IT consulting firms", "Chicago, IL", 25); ### Normalized Lead Schema { "companyName": "Bright Digital Agency", "industry": "Marketing & Advertising", "phone": "+1 (415) 555-0192", "website": "https://brightdigital.com", "address": "123 Market St, San Francisco, CA 94105", "source": "yellowpages", "collectedAt": "2025-02-25T10:00:00Z", "outreachSent": false, "gdprBasis": "legitimate_interest", "optedOut": false } ### Compliance Checklist Before Running Before executing any lead scraping or outreach campaign, verify: Reviewed robots.txt of every target website Confirmed the target data is publicly listed business information Identified your legal basis for processing (legitimate interest / consent) Outreach emails include sender identity and physical address Outreach emails include a working unsubscribe link Suppression list is in place for previous opt-outs Data will be deleted when no longer needed For EU/UK contacts: legitimate interest assessment completed ### Best Practices Small, targeted batches (25–50 leads) outperform mass scraping every time Always validate emails before sending (use Hunter.io or NeverBounce) Review outreach drafts before sending — never auto-send without human review Log every contact in your CRM and mark outreach dates Warm up new email domains before sending at scale (use tools like Instantly or Lemlist) Target decision makers by title — not just any email at a company ### Error Handling try { const run = await client.actor("apify/yellowpages-scraper").call(input); const dataset = await run.dataset().getData(); return dataset.items; } catch (error) { if (error.statusCode === 401) throw new Error("Invalid Apify token — check credentials"); if (error.statusCode === 429) throw new Error("Rate limit — reduce batch size"); if (error.statusCode === 404) throw new Error("Actor not found — verify actor ID"); throw error; } ### Requirements Apify account at https://apify.com Claude / OpenClaw API key for outreach generation Node.js 18+ with apify-client and axios A CRM or spreadsheet tool to manage your lead list (HubSpot, Airtable, CSV) An outreach tool with built-in unsubscribe management (Instantly, Lemlist, Apollo) ## Trust - Source: tencent - Verification: Indexed source record - Publisher: g4dr - Version: 1.1.0 ## Source health - Status: source_issue - Known item issue. - This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file. - Health scope: item - Reason: not_found - Checked at: 2026-05-10T09:27:33.588Z - Expires at: 2026-05-11T09:27:33.588Z - Recommended action: Open source listing ## Links - [Detail page](https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach) - [Send to Agent page](https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent) - [JSON manifest](https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent.json) - [Markdown brief](https://openagent3.xyz/skills/ultimate-lead-scraper-ai-outreach/agent.md) - [Download page](https://openagent3.xyz/downloads/ultimate-lead-scraper-ai-outreach)