NudgeLink

Each tool targets a distinct resource or action: drafting messages, reading campaign stats, reading inbox replies, reading the account profile, listing campaigns, and listing leads. The descriptions even clarify boundaries (get_inbox is read-only, draft_message does not save/send), leaving no realistic misselection risk.

Names use a consistent snake_case verb_noun pattern: get_campaign_stats, get_inbox, get_profile, list_campaigns, list_leads, draft_message. The get_/list_/draft_ split maps cleanly to read-vs-generate semantics.

Six tools is well-scoped for a LinkedIn outreach assistant: two listing tools, three read tools, and one generation tool. No redundant or filler tools are present.

The set covers read and draft workflows but has no write operations: messages cannot be sent or queued, campaigns and leads cannot be created or updated, and replies cannot be answered (explicitly stated for get_inbox). This is a coherent read-only surface, but notable lifecycle gaps remain for an outreach product.