Outreach Research

Outreach Research

Purpose

Run only Intent Outreach's research phase for user-supplied domains. The MCP server calls configured research connectors in registry order and returns aggregated leads, contacts, and connector status; this skill performs no enrichment, scoring, drafting, saving, or sending.

Prerequisites

• Enable the bundled Intent Outreach MCP server.
• Supply an ICP and one or more company domains.
• Configure at least one connector whose returned phases contains research. Credentials are environment variables documented in references/research-runtime.md.

Instructions

1. Parse the ICP and comma-separated domains. Normalize obvious URL input to hostnames, remove exact duplicates, reject malformed values, and confirm the resulting scope.
2. Call list_connectors. Show the configured connectors that support research; never print secret values or assume a present credential is valid.
3. If no configured research connector exists, stop and list the relevant keyEnvVar names.
4. Call research_domain(domain, icp) once for each confirmed domain.
5. Aggregate and deduplicate leads by domain and contacts by stable email or domain/name identity while preserving source attribution.
6. Render a compact result table and identify connectors that ran, skipped, or failed. Label the result partial when any configured connector failed.

Authentication and data handling

• Connector credentials come from environment variables and are sent only to the corresponding provider API. Never ask the user to paste a credential into chat.
• Research calls transmit the domain and ICP to configured provider APIs. Obtain confirmation of scope before making the calls.
• Return only provider-supplied records. Never invent companies, people, titles, addresses, or signals.

Output

Return:

• a table of company, domain, optional industry/size, contact count, and sources;
• a concise contacts table when contacts were returned;
• per-domain ran and skipped connector status;
• an explicit note that no enrichment, drafting, persistence, or sending occurred.

Error handling

• No configured research connector: stop before any research call and name the required variables.
• Invalid domain: exclude it, explain why, and continue only with confirmed valid domains.
• Connector failure: preserve the runtime failure/skipped result and continue with other connectors.
• Empty domain result: report zero records for that domain; do not fill gaps from memory.
• MCP unavailable: explain that the bundled server must be enabled and stop.

Examples

User: /outreach-research ICP: developer-tool founders; domains: example.com,example.org

Confirm both domains, inspect connector status, call research_domain for each, and report exactly what the providers returned. Do not proceed to enrichment or drafting.

• Example: no credentials. Stop after registry inspection and list only the environment-variable names for research-capable connectors.
• Example: mixed domain input. Normalize URLs, reject malformed entries, and ask the user to confirm the resulting hostnames before external calls.
• Example: empty provider result. Return zero leads and contacts for the domain without filling gaps from general knowledge.

For troubleshooting partial results, preserve the per-domain connector status and distinguish an empty provider response from an authentication, quota, or network failure.

Resources

• Read Research runtime and authentication for the external-call and credential boundary.
• Use outreach-connectors for a read-only preflight and intent-outreach for the reviewed full workflow.