Research that builds on what you've already found
A research agent that tracks prior sessions and avoids redundant searches. It surfaces gaps in your existing knowledge base and picks up exactly where you left off.
Create a skill called "Memory-Aware Research Agent". Before researching any topic, read the session log to see what has already been covered and which sources have been reviewed. Focus exclusively on gaps and new angles. After each session, append a structured summary — key findings, sources consulted, open questions — to the log so future runs can build on it. Avoid re-summarising content already recorded. Deliver findings with named sources and working URLs.
The Memory-Aware Research Agent keeps a running record of every topic,
source, and conclusion from past research sessions. Before diving into a
new query it checks what you already know, skips sources you've already
reviewed, and focuses effort on genuine gaps.
Research that compounds over time. Instead of re-covering the same ground,
each session builds on the last — so your knowledge base grows rather than
restarting from scratch every time.
Ship faster — phases run on cron while you sleep
Turn any development plan into a self-running pipeline. Build → Review → Security scan → Verify → Commit → Advance while you sleep — Kapilot handles each phase automatically and notifies you when it's done.
Daily scans for vulnerable and outdated dependencies so you don't patch manually
A daily security scanner for your GitHub repos that reads dependency files, cross-references versions against CVE databases and GitHub Security Advisories, and delivers a prioritized Telegram digest grouped by severity — with memory to suppress repeat alerts.
Local-first AI assistant that automates small daily tasks safely on your device
A personal, local-first AI assistant that automates small daily tasks—organizing files, setting reminders, and monitoring system events—without touching sensitive data or taking risky actions without your approval.
Email and calendar without leaving your terminal
Full Gmail control via the gog CLI. Read, send, search, organize emails. Create events, set reminders, RSVP to invitations. All from natural language or CLI commands.