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Skills/anthropics/knowledge-work-plugins/prospect
prospect logo

prospect

anthropics/knowledge-work-plugins
2K installs21K stars
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Installation

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill prospect

Summary

Full ICP-to-leads pipeline. Describe your ideal customer in plain English and get a ranked table of enriched decision-maker leads with emails and phone numbers.

SKILL.md

Prospect

Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$ARGUMENTS".

Examples

  • /apollo:prospect VP of Engineering at Series B+ SaaS companies in the US, 200-1000 employees
  • /apollo:prospect heads of marketing at e-commerce companies in Europe
  • /apollo:prospect CTOs at fintech startups, 50-500 employees, New York
  • /apollo:prospect procurement managers at manufacturing companies with 1000+ employees
  • /apollo:prospect SDR leaders at companies using Salesforce and Outreach

Step 1 — Parse the ICP

Extract structured filters from the natural language description in "$ARGUMENTS":

Company filters:

  • Industry/vertical keywords → q_organization_keyword_tags
  • Employee count ranges → organization_num_employees_ranges
  • Company locations → organization_locations
  • Specific domains → q_organization_domains_list

Person filters:

  • Job titles → person_titles
  • Seniority levels → person_seniorities
  • Person locations → person_locations

If the ICP is vague, ask 1-2 clarifying questions before proceeding. At minimum, you need a title/role and an industry or company size.

Step 2 — Search for Companies

Use mcp__claude_ai_Apollo_MCP__apollo_mixed_companies_search with the company filters:

  • q_organization_keyword_tags for industry/vertical
  • organization_num_employees_ranges for size
  • organization_locations for geography
  • Set per_page to 25

Step 3 — Enrich Top Companies

Use mcp__claude_ai_Apollo_MCP__apollo_organizations_bulk_enrich with the domains from the top 10 results. This reveals revenue, funding, headcount, and firmographic data to help rank companies.

Step 4 — Find Decision Makers

Use mcp__claude_ai_Apollo_MCP__apollo_mixed_people_api_search with:

  • person_titles and person_seniorities from the ICP
  • q_organization_domains_list scoped to the enriched company domains
  • per_page set to 25

Step 5 — Enrich Top Leads

Credit warning: Tell the user exactly how many credits will be consumed before proceeding.

Use mcp__claude_ai_Apollo_MCP__apollo_people_bulk_match to enrich up to 10 leads per call with:

  • first_name, last_name, domain for each person
  • reveal_personal_emails set to true

If more than 10 leads, batch into multiple calls.

Step 6 — Present the Lead Table

Show results in a ranked table:

Leads matching: [ICP Summary]

#NameTitleCompanyEmployeesRevenueEmailPhoneICP Fit

ICP Fit scoring:

  • Strong — title, seniority, company size, and industry all match
  • Good — 3 of 4 criteria match
  • Partial — 2 of 4 criteria match

Summary: Found X leads across Y companies. Z credits consumed.

Step 7 — Offer Next Actions

Ask the user:

  1. Save all to Apollo — Bulk-create contacts via mcp__claude_ai_Apollo_MCP__apollo_contacts_create with run_dedupe: true for each lead
  2. Load into a sequence — Ask which sequence and run the sequence-load flow for these contacts
  3. Deep-dive a company — Run /apollo:company-intel on any company from the list
  4. Refine the search — Adjust filters and re-run
  5. Export — Format leads as a CSV-style table for easy copy-paste

Score

0–100
75/ 100

Grade

B

Popularity17/30

1,616 installs — growing adoption. Source repo has 20,675 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust25/25

Published by anthropics — an official/recognized organization.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Prospect skill score badge previewScore badge

Markdown

[![Prospect skill](https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/prospect/badges/score.svg)](https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/prospect)

HTML

<a href="https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/prospect"><img src="https://www.remoteopenclaw.com/skills/anthropics/knowledge-work-plugins/prospect/badges/score.svg" alt="Prospect skill"/></a>

Prospect FAQ

How do I install the Prospect skill?

Run “npx skills add https://github.com/anthropics/knowledge-work-plugins --skill prospect” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Prospect skill do?

Full ICP-to-leads pipeline. Describe your ideal customer in plain English and get a ranked table of enriched decision-maker leads with emails and phone numbers. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Prospect skill free?

Yes. Prospect is a free, open-source skill published from anthropics/knowledge-work-plugins. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Prospect work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Prospect works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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