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Prospect

  • 2.1k installs
  • 23.1k repo stars
  • Updated July 28, 2026
  • anthropics/knowledge-work-plugins

prospect is an agent skill that Full ICP-to-leads pipeline. Describe your ideal customer in plain English and get a ranked table of enriched decision-ma.

About

Go from an ICP description to a ranked enriched lead list in one shot The user describes their ideal customer via ARGUMENTS 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 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 The prospect agent skill provides documented workflows prerequisites triggers and safety guidance from its SKILL md source Agents load it when user requests match the description and follow step by step instructions without inventing capabilities It integrates with standard agent tooling for.

  • description: "Full ICP-to-leads pipeline. Describe your ideal customer in plain English and get a ranked table of enrich
  • argument-hint: "[describe your ideal customer]"
  • Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$AR
  • Follow prospect SKILL.md steps and documented constraints.
  • Follow prospect SKILL.md steps and documented constraints.

Prospect by the numbers

  • 2,146 all-time installs (skills.sh)
  • +91 installs in the week ending Jul 28, 2026 (Skillselion tracking)
  • Ranked #495 of 16,659 AI & Agent Building skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
At a glance

prospect capabilities & compatibility

Capabilities
description: "full icp to leads pipeline. descri · argument hint: "[describe your ideal customer]" · go from an icp description to a ranked, enriched · follow prospect skill.md steps and documented co
Use cases
orchestration
From the docs

What prospect says it does

description: "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
argument-hint: "[describe your ideal customer]"
SKILL.md
Go from an ICP description to a ranked, enriched lead list in one shot. The user describes their ideal customer via "$ARGUMENTS".
SKILL.md
npx skills add https://github.com/anthropics/knowledge-work-plugins --skill prospect

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Listed on Skillselion
Installs2.1k
repo stars23.1k
Security audit3 / 3 scanners passed
Last updatedJuly 28, 2026
Repositoryanthropics/knowledge-work-plugins

When should an agent use prospect and what problem does it solve?

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.

Who is it for?

Developers invoking prospect as documented in the skill source.

Skip if: Skip when requirements fall outside prospect documented scope.

When should I use this skill?

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.

What you get

Outputs aligned with the prospect SKILL.md workflow and stated deliverables.

  • Ranked lead table
  • Contact emails and phone numbers
  • ICP-filtered account list

Files

SKILL.mdMarkdownGitHub ↗

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

Related skills

Forks & variants (1)

Prospect has 1 known copy in the catalog totaling 261 installs. They canonicalize to this original listing.

How it compares

Pick prospect when you need enriched contact tables from natural-language ICPs, not when you need marketing performance reports or SEO data.

FAQ

What is prospect?

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.

When should I use prospect?

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.

Is prospect safe to install?

Review the Security Audits panel on this page before production use.

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