# Send Prospector to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "prospector", "name": "Prospector", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/slempiam/prospector", "canonicalUrl": "https://clawhub.ai/slempiam/prospector", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/prospector", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=prospector", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "README.md", "SKILL.md", "commands/setup.md", "scripts/prospector.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "prospector", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-07T13:04:14.911Z", "expiresAt": "2026-05-14T13:04:14.911Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=prospector", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=prospector", "contentDisposition": "attachment; filename=\"prospector-1.0.0.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "prospector" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/prospector" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "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/prospector", "downloadUrl": "https://openagent3.xyz/downloads/prospector", "agentUrl": "https://openagent3.xyz/skills/prospector/agent", "manifestUrl": "https://openagent3.xyz/skills/prospector/agent.json", "briefUrl": "https://openagent3.xyz/skills/prospector/agent.md" } } ``` ## Documentation ### Prospector Find leads matching your ICP via Exa company search + Apollo contact enrichment. ### Prerequisites Run /prospector:setup first to configure your API keys: Exa (required): https://exa.ai - company discovery Apollo (required): https://apollo.io - contact enrichment Attio (optional): https://attio.com - CRM sync You can also set keys via environment variables: PROSPECTOR_EXA_API_KEY PROSPECTOR_APOLLO_API_KEY PROSPECTOR_ATTIO_API_KEY (optional) ### Setup (one-time) /prospector:setup Collects and validates API keys, stores securely in ~/.config/prospector/config.json. ### Find Leads /prospector Asks ICP questions, searches Exa, enriches via Apollo, outputs CSV to Desktop. ### Main Command: /prospector When the user invokes /prospector, follow this workflow: ### Step 1: Check Config or Env Vars First, verify env vars or config exist: python3 -c " import json import os from pathlib import Path config_path = Path.home() / '.config' / 'prospector' / 'config.json' env_exa = bool(os.getenv('PROSPECTOR_EXA_API_KEY')) env_apollo = bool(os.getenv('PROSPECTOR_APOLLO_API_KEY')) env_attio = bool(os.getenv('PROSPECTOR_ATTIO_API_KEY')) if not config_path.exists(): print('NOT_FOUND') else: with open(config_path) as f: config = json.load(f) print('FOUND') print(f'exa: {bool(config.get(\\"exa_api_key\\"))}') print(f'apollo: {bool(config.get(\\"apollo_api_key\\"))}') print(f'attio: {bool(config.get(\\"attio_api_key\\"))}') print(f'env_exa: {env_exa}') print(f'env_apollo: {env_apollo}') print(f'env_attio: {env_attio}') " If NOT_FOUND and env vars are not set, tell user to run /prospector:setup first. ### Step 2: Ask ICP Questions Use AskUserQuestion to collect ICP criteria in order: Question 1: Industry header: "Industry" question: "What industry are you targeting?" options: - label: "SaaS" description: "Software as a Service companies" - label: "Fintech" description: "Financial technology companies" - label: "Healthcare" description: "Healthcare and health tech" - label: "E-commerce" description: "Online retail and marketplaces" - label: "AI/ML" description: "Artificial intelligence and machine learning" - label: "Any" description: "No industry filter" multiSelect: false Question 2: Company Size header: "Size" question: "What company size are you targeting?" options: - label: "1-10" description: "Early stage startups" - label: "11-50" description: "Seed to Series A" - label: "51-200" description: "Series A to B" - label: "201-500" description: "Growth stage" - label: "500+" description: "Enterprise" - label: "Any" description: "No size filter" multiSelect: false Question 3: Funding Stage header: "Funding" question: "What funding stage are you targeting?" options: - label: "Pre-seed" description: "Pre-product market fit" - label: "Seed" description: "Building initial product" - label: "Series A" description: "Scaling product" - label: "Series B+" description: "Growth and expansion" - label: "Any" description: "No funding filter" multiSelect: false Question 4: Geography header: "Geography" question: "What geography are you targeting?" options: - label: "United States" description: "US-based companies" - label: "Europe" description: "European companies" - label: "Global" description: "Worldwide" - label: "Any" description: "No geography filter" multiSelect: false Question 5: Keywords (optional) header: "Keywords" question: "Any specific keywords that should appear in company descriptions? (optional)" options: - label: "Skip" description: "No keyword filter" - label: "Enter keywords" description: "I'll type specific keywords" multiSelect: false If "Enter keywords", ask for the text input. Question 6: Contact Count header: "Count" question: "How many contacts do you want to find?" options: - label: "25" description: "Quick search, lower API usage" - label: "50" description: "Balanced (recommended)" - label: "100" description: "Larger batch, more API usage" multiSelect: false ### Step 3: Run Search Execute the Python script with the collected ICP: cd [skill_directory]/scripts python3 -c " from prospector import run_search, export_csv, Config icp = { 'industry': '[INDUSTRY]', 'company_size': '[SIZE]', 'funding_stage': '[FUNDING]', 'geography': '[GEOGRAPHY]', 'keywords': '[KEYWORDS or empty string]' } leads = run_search(icp, num_contacts=[COUNT]) if leads: path = export_csv(leads) print(f'SUCCESS: {len(leads)} leads saved to {path}') else: print('NO_RESULTS: No leads found matching criteria') " Replace placeholders with actual values from questions. ### Step 4: Attio Sync (if configured) If Attio is configured and leads were found, ask: header: "Attio" question: "Sync leads to Attio CRM?" options: - label: "Yes" description: "Sync companies and contacts to Attio" - label: "No" description: "Just keep the CSV" multiSelect: false If yes: cd [skill_directory]/scripts python3 -c " from prospector import sync_to_attio, Config, Lead import json # Load leads from the CSV we just created (or pass them directly) # For simplicity, re-run with sync leads = [...] # Pass leads from previous step companies, people = sync_to_attio(leads) print(f'SYNCED: {companies} companies, {people} contacts') " ### Step 5: Report Results Tell the user: How many leads were found Where the CSV was saved If Attio sync was done, how many records were synced ### Error Handling Config not found: Tell user to run /prospector:setup Invalid API key: Tell user which key failed, suggest re-running setup No results: Suggest broadening ICP criteria Partial failures: Report what succeeded, warn about failures ## Trust - Source: tencent - Verification: Indexed source record - Publisher: slempiam - Version: 1.0.0 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-07T13:04:14.911Z - Expires at: 2026-05-14T13:04:14.911Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/prospector) - [Send to Agent page](https://openagent3.xyz/skills/prospector/agent) - [JSON manifest](https://openagent3.xyz/skills/prospector/agent.json) - [Markdown brief](https://openagent3.xyz/skills/prospector/agent.md) - [Download page](https://openagent3.xyz/downloads/prospector)