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Watch running terminal processes for crashes and stack traces. When an error appears, navigate to the failing file and line, diagnose, and fix it automatically.
Used in Git development when you need to abandon current attempts and roll back to a historical commit. It automatically archives the current state to the archive/ branch and establishes bidirectional links (source and target) in ARCHIVE.md to ensure traceability of the development decision flow. Suitable for scenarios requiring safe rollback while retaining the context of failed attempts.
Create WhatsApp message templates, submit for Meta approval, and send template messages with variables.
Perform a systematic security audit of a codebase, checking for OWASP Top 10 vulnerabilities, secrets exposure, and insecure patterns.
Create and manage broadcast campaigns for bulk messaging across SMS, WhatsApp, Email, Telegram, Instagram, and Voice.
Referral and partnership marketing strategist. Use when the user requests 'referral program', 'affiliate', 'partner program', 'refer-a-friend', 'word-of-mouth', or 'commission structure'.
Write, fix, and standardize Python docstrings in Google style. Use whenever the user asks to add or improve docstrings, convert mixed docstrings to Google format, add missing Args/Returns/Raises/Attributes/Example sections, or make docstrings concise and API-focused.
Generate, validate, and manage Israeli e-invoices (hashbonit electronit) per Tax Authority (SHAAM) standards. Use when user asks to create Israeli invoices, request allocation numbers, validate invoice compliance, or asks about "hashbonit", "e-invoice", "SHAAM", "allocation number", or Israeli invoicing requirements. Supports tax invoice (300), tax invoice/receipt (305), credit invoice (310), receipt (320), and proforma (330) types. Do NOT use for general accounting, bookkeeping, or non-Israeli invoice formats.
Find substitute materials using CWICR data. Identify equivalent alternatives based on function, cost, and availability.
Strategic advisory for digital health and healthtech founders covering HIPAA scope, FDA SaMD vs non-SaMD classification, EHR integration patterns, payor/provider/employer GTM, and value-based care models. Complements the RA/QM compliance domain with software-side strategic guidance. Use when scoping a healthtech idea, classifying PHI, picking a GTM, or when the user mentions HIPAA, PHI, FDA SaMD, EHR integration, telehealth, or digital therapeutics.
Create, update, validate, or analyze a PRD. Use when the user wants help producing, editing, validating, or analyzing a PRD.
Automated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.