Pichurri Fitness
"Pichurri" is what I call my AI agent cluster. It comes from a colloquial, affectionate Spanish word — something like calling someone "little one" or "buddy", but warmer and harder to translate. Think of it as a pet name for software that knows too much about you.
An AI agent that works as a real personal coach: programs, remembers, insists, analyzes and adapts. Not a chatbot — a system.
An AI coach that doesn't wait for you to write.
Pichurri Fitness is an autonomous agent running 24/7 via Telegram. It designs workouts, tracks nutrition, manages supplementation and maintains an accountability system. Part of a multi-agent ecosystem with 5 specialized agents (dev, trading, media, fitness, coordination), each with an exclusive domain.
OpenClaw + Claude + Telegram + persistent memory.
- Multi-agent platform OpenClaw running on NAS 24/7
- Base model: Claude (Anthropic) for reasoning and analysis
- Channel: real-time bidirectional Telegram
- 20+ scheduled cron jobs (nutrition, training, supplements, hydration, check-ins)
- Heartbeat system that detects silence and writes proactively
- Ability to delegate tasks to other agents in the ecosystem
Every session builds on the previous one.
- Daily files with exercises, weights, sets, nutrition and metrics
- Long-term memory with goals, patterns and decisions
- Semantic search across all history before responding
- Per-exercise progression tracking with full history
- Pattern detection (skipped exercises, changing adherence)
You train and report. The agent responds instantly.
During training, I send results as I finish exercises. The agent suggests weights based on history, records actual data, and if equipment is busy, reorders the session or suggests alternatives. Exercise changes are backed by current research.
I send screenshots and it takes care of the rest.
After each run, I send Apple Watch screenshots via Telegram. The agent extracts the data (distance, pace, heart rate, splits) and compares with previous sessions to see if there's real progression.
"No Mercy" mode 💀
Every night, full check-in: meals, training, supplements, water, reflection. The agent detects patterns and doesn't accept vague excuses. If I say "I'll try to go", it responds "No trying. Tomorrow Upper A."
It's helping me progress consistently.
The combination of proactive cron jobs, persistent memory, real-time data analysis and a direct coaching tone creates an experience that goes beyond a fitness chatbot. The daily structure and constant tracking make it much easier to stay disciplined.