Remove ai_ark_email_finder from waterfall — operation does not exist

fix: correct provider usage across all tools per playbook specs

fix: stop passing person name as title_filter in deepline_native_prospector

improve: rewrite system prompt for cleaner, more useful responses

docs: update README, SETUP, and examples to match current implementation

Fix Lemlist inbox workflow — correct tool sequence for replies/unreplied

Fix 8 wrong tool IDs in system prompt — all now verified against catalog

Fix Attio contacts: correct tool IDs in system prompt

Reframe agent as generalist with 441 tools, not a fixed-workflow bot

Fix LinkedIn URL normalization — strip provider rejections at the source

Make next-step options smaller — italic single line instead of bold bullets

Fix agent hedging on CRM access + surface credentials errors clearly

Concise responses, Deepline ICP fit scoring, and 10-provider email waterfall

Fix checkpointer crash + add /last30days skill + open-source cleanup

Fix flaky eval: remove over-broad 'failed to' from not_contains