{"id":"83de349d-577d-48f0-b0ea-1eef22f893ec","entityType":"agent","slug":"clawhub-apify-apify-lead-generation","name":"Apify Lead Generation","canonicalUrl":"https://www.xpersona.co/agent/clawhub-apify-apify-lead-generation","canonicalPath":"/agent/clawhub-apify-apify-lead-generation","generatedAt":"2026-10-09T12:56:04.426Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T04:42:32.449Z","emptyReason":null},"description":"Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach. Skill: Apify Lead Generation Owner: apify Summary: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-02-11T15:41:16.291Z | user - Switched from mcporter CLI to mcp","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 4.9K downloads reported by the source. Last updated 10/9/2026.","installCommand":"clawhub skill install s174w1ppwv0s2ctmh48s73zb5n8714tj:apify-lead-generation","sourceUrl":"https://clawhub.ai/apify/apify-lead-generation","homepage":"https://clawhub.ai/apify/skills/apify-lead-generation","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/apify/apify-lead-generation","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/apify/skills/apify-lead-generation","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":74,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T04:42:32.449Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T04:42:32.449Z","emptyReason":null},"stars":null,"forks":null,"downloads":4860,"packageName":null,"latestVersion":"1.0.1","tractionLabel":"4.9K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T04:42:32.448Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T04:42:32.449Z","lastCrawledAt":"2026-10-09T04:42:32.448Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-10T04:42:32.448Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.1","createdAt":"2026-02-11T15:41:16.291Z","changelog":"- Switched from mcporter CLI to mcpc for fetching Apify Actor schemas and details. - Updated installation to use the @apify/mcpc package. - Revised metadata to require the mcpc binary instead of mcporter. - Updated schema fetch workflow and command examples to use mcpc. - Clarified error handling for mcpc and added relevant installation instructions.","fileCount":4,"zipByteSize":8572},{"version":"1.0.0","createdAt":"2026-02-11T15:11:12.400Z","changelog":"Initial release of apify-lead-generation - Enables lead generation by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search via Apify Actors. - Input sanitization for shell safety and data validation. - Step-by-step workflow includes source selection, schema fetching, user preferences, running scrapers, and result summary. - Supports CSV, JSON, or quick chat answer output formats. - Error messages guide users to resolve common issues (e.g., missing token, bad Actor ID). - Outlines data privacy, security practices, and permission checks.","fileCount":3,"zipByteSize":7323}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s174w1ppwv0s2ctmh48s73zb5n8714tj:apify-lead-generation","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-09T12:56:04.426Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-apify-apify-lead-generation/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-09T04:42:32.449Z","emptyReason":null},"readme":"Skill: Apify Lead Generation\n\nOwner: apify\n\nSummary: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.\n\nTags: latest:1.0.1\n\nVersion history:\n\nv1.0.1 | 2026-02-11T15:41:16.291Z | user\n\n- Switched from mcporter CLI to mcpc for fetching Apify Actor schemas and details.\n- Updated installation to use the @apify/mcpc package.\n- Revised metadata to require the mcpc binary instead of mcporter.\n- Updated schema fetch workflow and command examples to use mcpc.\n- Clarified error handling for mcpc and added relevant installation instructions.\n\nv1.0.0 | 2026-02-11T15:11:12.400Z | auto\n\nInitial release of apify-lead-generation\n\n- Enables lead generation by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search via Apify Actors.\n- Input sanitization for shell safety and data validation.\n- Step-by-step workflow includes source selection, schema fetching, user preferences, running scrapers, and result summary.\n- Supports CSV, JSON, or quick chat answer output formats.\n- Error messages guide users to resolve common issues (e.g., missing token, bad Actor ID).\n- Outlines data privacy, security practices, and permission checks.\n\nArchive index:\n\nArchive v1.0.1: 4 files, 8572 bytes\n\nFiles: reference/scripts/run_actor.js (13792b), skill-card.md (2121b), SKILL.md (6119b), _meta.json (140b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: apify-lead-generation\ndescription: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.\nversion: 1.0.1\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcpc\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: \"@apify/mcpc\"\n        bins: [mcpc]\n---\n\n# Lead Generation\n\nScrape leads from multiple platforms using Apify Actors.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcpc` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Determine lead source (select Actor)\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the lead finder script\n- [ ] Step 5: Summarize results\n```\n\n### Step 1: Determine Lead Source\n\nSelect the appropriate Actor based on user needs:\n\n| User Need | Actor ID | Best For |\n|-----------|----------|----------|\n| Local businesses | `compass/crawler-google-places` | Restaurants, gyms, shops |\n| Contact enrichment | `vdrmota/contact-info-scraper` | Emails, phones from URLs |\n| Instagram profiles | `apify/instagram-profile-scraper` | Influencer discovery |\n| Instagram posts/comments | `apify/instagram-scraper` | Posts, comments, hashtags, places |\n| Instagram search | `apify/instagram-search-scraper` | Places, users, hashtags discovery |\n| TikTok videos/hashtags | `clockworks/tiktok-scraper` | Comprehensive TikTok data extraction |\n| TikTok hashtags/profiles | `clockworks/free-tiktok-scraper` | Free TikTok data extractor |\n| TikTok user search | `clockworks/tiktok-user-search-scraper` | Find users by keywords |\n| TikTok profiles | `clockworks/tiktok-profile-scraper` | Creator outreach |\n| TikTok followers/following | `clockworks/tiktok-followers-scraper` | Audience analysis, segmentation |\n| Facebook pages | `apify/facebook-pages-scraper` | Business contacts |\n| Facebook page contacts | `apify/facebook-page-contact-information` | Extract emails, phones, addresses |\n| Facebook groups | `apify/facebook-groups-scraper` | Buying intent signals |\n| Facebook events | `apify/facebook-events-scraper` | Event networking, partnerships |\n| Google Search | `apify/google-search-scraper` | Broad lead discovery |\n| YouTube channels | `streamers/youtube-scraper` | Creator partnerships |\n| Google Maps emails | `poidata/google-maps-email-extractor` | Direct email extraction |\n\n### Step 2: Fetch Actor Schema\n\nFetch the Actor's input schema and details dynamically using mcpc:\n\n```bash\nmcpc --json mcp.apify.com --header \"Authorization: Bearer $APIFY_TOKEN\" tools-call fetch-actor-details actor:=\"ACTOR_ID\" | jq -r \".content\"\n```\n\nReplace `ACTOR_ID` with the selected Actor (e.g., `compass/crawler-google-places`).\n\nThis returns:\n- Actor description and README\n- Required and optional input parameters\n- Output fields (if available)\n\n### Step 3: Ask User Preferences\n\nBefore running, ask:\n1. **Output format**:\n   - **Quick answer** - Display top few results in chat (no file saved)\n   - **CSV** - Full export with all fields\n   - **JSON** - Full export in JSON format\n2. **Number of results**: Based on character of use case\n\n### Step 4: Run the Script\n\n**Quick answer (display in chat, no file):**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'\n```\n\n**CSV:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv\n```\n\n**JSON:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json\n```\n\n### Step 5: Summarize Results\n\nAfter completion, report:\n- Number of leads found\n- File location and name\n- Key fields available\n- Suggested next steps (filtering, enrichment)\n\n\n## Security & Data Privacy\n\nThis skill instructs the agent to select an Apify Actor, fetch its schema (via mcpc), and run scrapers. The included script communicates only with api.apify.com and writes outputs to files under the current working directory; it does not access unrelated system files or other environment variables.\n\nApify Actors only scrape publicly available data and do not collect private or personally identifiable information beyond what is openly accessible on the target platforms. For additional security assurance, you can check an Actor's permission level by querying `https://api.apify.com/v2/acts/:actorId` — an Actor with `LIMITED_PERMISSIONS` operates in a restricted sandbox, while `FULL_PERMISSIONS` indicates broader system access. For full details, see [Apify's General Terms and Conditions](https://docs.apify.com/legal/general-terms-and-conditions).\n\n## Error Handling\n\n`APIFY_TOKEN not found` - Ask user to configure `APIFY_TOKEN` in OpenClaw settings\n`mcpc not found` - Run `npm install -g @apify/mcpc`\n`Actor not found` - Check Actor ID spelling\n`Run FAILED` - Ask user to check Apify console link in error output\n`Timeout` - Reduce input size or increase `--timeout`\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-lead-generation\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770824476291\n}\n\nFile v1.0.1:skill-card.md\n\n## Description:\n\nGenerates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[apify](https://clawhub.ai/user/apify)\n\n### License/Terms of Use:\n\n\n## Use Case:\n\nSales, growth, and marketing users use this skill to choose and run Apify Actors that collect publicly available lead data for prospecting, enrichment, and outreach preparation.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill sends search criteria and actor inputs to Apify.\n\nMitigation: Avoid confidential inputs and install only when the user is comfortable sharing the query and actor input data with Apify.\n\nRisk: The skill handles scraped public contact data for lead generation.\n\nMitigation: Review platform terms, privacy obligations, and outreach requirements before using or exporting lead data.\n\nRisk: CSV or JSON exports may contain sensitive contact data or spreadsheet-interpretable content.\n\nMitigation: Treat exports as sensitive files, avoid shared workspaces for outputs, and use caution when opening CSV files in spreadsheets.\n\n## Reference(s):\n\n- [ClawHub skill listing](https://clawhub.ai/apify/skills/apify-lead-generation)\n- [Apify](https://apify.com)\n- [Apify Actor API](https://api.apify.com/v2/acts/:actorId)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, files]\n\n**Output Format:** [Markdown guidance with shell commands and optional CSV or JSON lead exports]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires APIFY_TOKEN, node, and mcpc; exported CSV or JSON files are written under the current working directory when requested.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata and frontmatter)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.0: 3 files, 7323 bytes\n\nFiles: reference/scripts/run_actor.js (13792b), SKILL.md (6063b), _meta.json (140b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: apify-lead-generation\ndescription: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.\nversion: 1.0.0\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcporter\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: mcporter\n        bins: [mcporter]\n---\n\n# Lead Generation\n\nScrape leads from multiple platforms using Apify Actors.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcporter` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Determine lead source (select Actor)\n- [ ] Step 2: Fetch Actor schema via mcporter\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the lead finder script\n- [ ] Step 5: Summarize results\n```\n\n### Step 1: Determine Lead Source\n\nSelect the appropriate Actor based on user needs:\n\n| User Need | Actor ID | Best For |\n|-----------|----------|----------|\n| Local businesses | `compass/crawler-google-places` | Restaurants, gyms, shops |\n| Contact enrichment | `vdrmota/contact-info-scraper` | Emails, phones from URLs |\n| Instagram profiles | `apify/instagram-profile-scraper` | Influencer discovery |\n| Instagram posts/comments | `apify/instagram-scraper` | Posts, comments, hashtags, places |\n| Instagram search | `apify/instagram-search-scraper` | Places, users, hashtags discovery |\n| TikTok videos/hashtags | `clockworks/tiktok-scraper` | Comprehensive TikTok data extraction |\n| TikTok hashtags/profiles | `clockworks/free-tiktok-scraper` | Free TikTok data extractor |\n| TikTok user search | `clockworks/tiktok-user-search-scraper` | Find users by keywords |\n| TikTok profiles | `clockworks/tiktok-profile-scraper` | Creator outreach |\n| TikTok followers/following | `clockworks/tiktok-followers-scraper` | Audience analysis, segmentation |\n| Facebook pages | `apify/facebook-pages-scraper` | Business contacts |\n| Facebook page contacts | `apify/facebook-page-contact-information` | Extract emails, phones, addresses |\n| Facebook groups | `apify/facebook-groups-scraper` | Buying intent signals |\n| Facebook events | `apify/facebook-events-scraper` | Event networking, partnerships |\n| Google Search | `apify/google-search-scraper` | Broad lead discovery |\n| YouTube channels | `streamers/youtube-scraper` | Creator partnerships |\n| Google Maps emails | `poidata/google-maps-email-extractor` | Direct email extraction |\n\n### Step 2: Fetch Actor Schema\n\nFetch the Actor's input schema and details dynamically using mcporter:\n\n```bash\nmcporter call apify.fetch-actor-details actor='ACTOR_ID' --json\n```\n\nReplace `ACTOR_ID` with the selected Actor (e.g., `compass/crawler-google-places`).\n\nThis returns:\n- Actor description and README\n- Required and optional input parameters\n- Output fields (if available)\n\n### Step 3: Ask User Preferences\n\nBefore running, ask:\n1. **Output format**:\n   - **Quick answer** - Display top few results in chat (no file saved)\n   - **CSV** - Full export with all fields\n   - **JSON** - Full export in JSON format\n2. **Number of results**: Based on character of use case\n\n### Step 4: Run the Script\n\n**Quick answer (display in chat, no file):**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'\n```\n\n**CSV:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv\n```\n\n**JSON:**\n```bash\nnode {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json\n```\n\n### Step 5: Summarize Results\n\nAfter completion, report:\n- Number of leads found\n- File location and name\n- Key fields available\n- Suggested next steps (filtering, enrichment)\n\n\n## Security & Data Privacy\n\nThis skill instructs the agent to select an Apify Actor, fetch its schema (via mcporter), and run scrapers. The included script communicates only with api.apify.com and writes outputs to files under the current working directory; it does not access unrelated system files or other environment variables.\n\nApify Actors only scrape publicly available data and do not collect private or personally identifiable information beyond what is openly accessible on the target platforms. For additional security assurance, you can check an Actor's permission level by querying `https://api.apify.com/v2/acts/:actorId` — an Actor with `LIMITED_PERMISSIONS` operates in a restricted sandbox, while `FULL_PERMISSIONS` indicates broader system access. For full details, see [Apify's General Terms and Conditions](https://docs.apify.com/legal/general-terms-and-conditions).\n\n## Error Handling\n\n`APIFY_TOKEN not found` - Ask user to configure `APIFY_TOKEN` in OpenClaw settings\n`mcporter not found` - Run `npm install -g mcporter`\n`Actor not found` - Check Actor ID spelling\n`Run FAILED` - Ask user to check Apify console link in error output\n`Timeout` - Reduce input size or increase `--timeout`\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-lead-generation\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1770822672400\n}","readmeExcerpt":"Skill: Apify Lead Generation Owner: apify Summary: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-02-11T15:41:16.291Z | user - Switched from mcporter CLI to mcp","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"Task Progress:\n- [ ] Step 1: Determine lead source (select Actor)\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the lead finder script\n- [ ] Step 5: Summarize results"},{"language":"bash","snippet":"mcpc --json mcp.apify.com --header \"Authorization: Bearer $APIFY_TOKEN\" tools-call fetch-actor-details actor:=\"ACTOR_ID\" | jq -r \".content\""},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT'"},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.csv' \\\n  --format csv"},{"language":"bash","snippet":"node {baseDir}/reference/scripts/run_actor.js \\\n  --actor 'ACTOR_ID' \\\n  --input 'JSON_INPUT' \\\n  --output 'YYYY-MM-DD_OUTPUT_FILE.json' \\\n  --format json"},{"language":"text","snippet":"Task Progress:\n- [ ] Step 1: Determine lead source (select Actor)\n- [ ] Step 2: Fetch Actor schema via mcporter\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the lead finder script\n- [ ] Step 5: Summarize results"}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: apify-lead-generation\ndescription: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach.\nversion: 1.0.1\nsource: https://github.com/apify/agent-skills\nhomepage: https://apify.com\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - APIFY_TOKEN\n      bins:\n        - node\n        - mcpc\n    primaryEnv: APIFY_TOKEN\n    install:\n      - kind: node\n        package: \"@apify/mcpc\"\n        bins: [mcpc]\n---\n\n# Lead Generation\n\nScrape leads from multiple platforms using Apify Actors.\n\n## Prerequisites\n\n- `APIFY_TOKEN` configured in OpenClaw settings\n- Node.js 20.6+\n- `mcpc` CLI (auto-installed via skill metadata)\n\n## Input Sanitization Rules\n\nBefore substituting any value into a bash command:\n- **ACTOR_ID**: Must be either a technical name (`owner/actor-name` — alphanumeric, hyphens, dots, one slash) or a raw ID (exactly 17 alphanumeric characters, e.g., `oeiQgfg5fsmIJB7Cn`). Reject values containing shell metacharacters (`` ; | & $ ` ( ) { } < > ! \\n ``).\n- **SEARCH_KEYWORDS**: Plain text words only. Reject shell metacharacters.\n- **JSON_INPUT**: Must be valid JSON. Must not contain single quotes (use escaped double quotes). Validate structure before use.\n- **Output filenames**: Must match `YYYY-MM-DD_descriptive-name.{csv,json}`. No path separators (`/`, `..`), no spaces, no metacharacters.\n\n## Workflow\n\nCopy this checklist and track progress:\n\n```\nTask Progress:\n- [ ] Step 1: Determine lead source (select Actor)\n- [ ] Step 2: Fetch Actor schema via mcpc\n- [ ] Step 3: Ask user preferences (format, filename)\n- [ ] Step 4: Run the lead finder script\n- [ ] Step 5: Summarize results\n```\n\n### Step 1: Determine Lead Source\n\nSelect the appropriate Actor based on user needs:\n\n| User Need | Actor ID | Best For |\n|-----------|----------|----------|\n| Local businesses | `compass/crawler-google-places` | Restaurants, gyms, shops |\n| Contact enrichment | `vdrmota/contact-info-scraper` | Emails, phones from URLs |\n| Instagram profiles | `apify/instagram-profile-scraper` | Influencer discovery |\n| Instagram posts/comments | `apify/instagram-scraper` | Posts, comments, hashtags, places |\n| Instagram search | `apify/instagram-search-scraper` | Places, users, hashtags discovery |\n| TikTok videos/hashtags | `clockworks/tiktok-scraper` | Comprehensive TikTok data extraction |\n| TikTok hashtags/profiles | `clockworks/free-tiktok-scraper` | Free TikTok data extractor |\n| TikTok user search | `clockworks/tiktok-user-search-scraper` | Find users by keywords |\n| TikTok profiles | `clockworks/tiktok-profile-scraper` | Creator outreach |\n| TikTok followers/following | `clockworks/tiktok-followers-scraper` | Audience analysis, segmentation |\n| Facebook pages | `apify/facebook-pages-scraper` | Business contacts |\n| Facebook page contacts | `apify/facebook-page-contact-in"},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7dwbenp3s7m8hkx5za2fxb5n80xed2\",\n  \"slug\": \"apify-lead-generation\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1770824476291\n}"},{"path":"skill-card.md","content":"## Description:\n\nGenerates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[apify](https://clawhub.ai/user/apify)\n\n### License/Terms of Use:\n\n\n## Use Case:\n\nSales, growth, and marketing users use this skill to choose and run Apify Actors that collect publicly available lead data for prospecting, enrichment, and outreach preparation.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill sends search criteria and actor inputs to Apify.\n\nMitigation: Avoid confidential inputs and install only when the user is comfortable sharing the query and actor input data with Apify.\n\nRisk: The skill handles scraped public contact data for lead generation.\n\nMitigation: Review platform terms, privacy obligations, and outreach requirements before using or exporting lead data.\n\nRisk: CSV or JSON exports may contain sensitive contact data or spreadsheet-interpretable content.\n\nMitigation: Treat exports as sensitive files, avoid shared workspaces for outputs, and use caution when opening CSV files in spreadsheets.\n\n## Reference(s):\n\n- [ClawHub skill listing](https://clawhub.ai/apify/skills/apify-lead-generation)\n- [Apify](https://apify.com)\n- [Apify Actor API](https://api.apify.com/v2/acts/:actorId)\n\n## Skill Output:\n\n**Output Type(s):** [text, markdown, code, shell commands, configuration, files]\n\n**Output Format:** [Markdown guidance with shell commands and optional CSV or JSON lead exports]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Requires APIFY_TOKEN, node, and mcpc; exported CSV or JSON files are written under the current working directory when requested.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata and frontmatter)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach. Skill: Apify Lead Generation Owner: apify Summary: Generates B2B/B2C leads by scraping Google Maps, websites, Instagram, TikTok, Facebook, LinkedIn, YouTube, and Google Search. Use when user asks to find leads, prospects, businesses, build lead lists, enrich contacts, or scrape profiles for sales outreach. 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