Wrap successful scheduled jobs with a short WA header (+ attachment count), expire stale access pending and DM requesters on admin approve/deny, and add concrete next_steps for insufficient_scope:sql:query.
Co-authored-by: Cursor <cursoragent@cursor.com>
Budget shell calls like CLI, and when rounds are exhausted inject a no-more-tools system nudge plus any user_facing_hint constraints into the final synthesis pass.
Co-authored-by: Cursor <cursoragent@cursor.com>
Always tag group senders, inject group-focus system hints, label queued follow-ups by speaker, and mark insufficient_scope failures as non-retryable with a user-facing hint.
Co-authored-by: Cursor <cursoragent@cursor.com>
Stamp failure_class for schema/timeout/runtime analytics, refuse same tool+args after a failure in the turn, and add a license short-intent recipe for WhatsApp ops.
Co-authored-by: Cursor <cursoragent@cursor.com>
Inject English recipe hints for fiber/offline/excel/continue, ack the first queued follow-up, localize gate copy, and classify execManagedNe errors so agents stop blind retries.
Co-authored-by: Cursor <cursoragent@cursor.com>
Default progress, quote wrappers, tool-error copy, and playbook recipes to English unless lang is explicitly zh.
Co-authored-by: Cursor <cursoragent@cursor.com>
Unregistered tools now suggest close matches; MCP insufficient_scope is rewritten with fallbacks so ops agents stop blind-retrying SQL without sql:query.
Co-authored-by: Cursor <cursoragent@cursor.com>
