Upload files or raw text into a Senso knowledge base. Handles file upload via presigned URLs, raw text/markdown creation, folder targeting, and processing status polling. Use when the user wants to add documents, files, or text content to their Senso KB.

ClawMax adapter for Senso ingestion. Use this when agents need to ingest files, screenshots, notes, or raw text into Senso using consistent ClawMax naming, foldering, verification, and handoff patterns for hackathon templates.

Set up a data ingestion or sync pipeline — from source to destination, with transformation. Supports Airbyte, custom ETL scripts, and webhook-based ingestion. Use when the user says "sync data from X", "pull data into the DB", "set up a pipeline", or "ingest from API".

Autonomous product feedback monitoring agent. Ingests signals from GitHub, reviews, Slack. Learns what matters to you. Calls you when it's critical. Gets smarter with every interaction.

Autonomous incident response and self-healing codebase agent. Use when building SRE automation, incident pipelines, error detection, auto-remediation, or production monitoring systems. Covers the full lifecycle from error ingestion to diagnosis, fix generation, approval gating, phone escalation, and deployment.

Build self-improving runtime security for autonomous AI agents — intercept actions, dispatch adversarial investigators, generate evolving scoring rules, and enforce deterministic block decisions with no LLM in the enforcement path.