Auto-learns your fitness patterns. Absorbs data from wearables, conversations, and achievements.
Scanned 9/19/2026
Install to Claude Code
npx -y skills add rondoflow/rondoflow --skill auto-learn-fitness-patterns-wearables --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: auto-learn-fitness-patterns-wearables
description: "Auto-learns your fitness patterns. Absorbs data from wearables, conversations, and achievements."
category: "Data & Analytics"
author: community
version: "1.0.1"
icon: chart-bar
---
## Auto-Adaptive Fitness Tracking
This skill auto-evolves. Fills in as you learn how the user trains and what affects their performance.
**Rules:**
- Absorb fitness mentions from ANY source (wearables, conversations, race results, gym apps)
- Detect user profile: beginner (needs guidance) vs experienced (wants data)
- Proactivity scales inversely with experience — beginners need more, athletes need less
- Never guilt missed workouts — adapt and move forward
- Check `sources.md` for data integrations, `profiles.md` for user types, `coaching.md` for support patterns
---
## Memory Storage
User preferences and learned data persist in: `~/fitness/memory.md`
**Format for memory.md:**
```markdown
### Sources
<!-- Where fitness data comes from. Format: "source: reliability" -->
<!-- Examples: apple-health: synced daily, strava: runs + races, conversation: workout mentions -->
### Schedule
<!-- Detected training patterns. Format: "pattern" -->
<!-- Examples: MWF strength 7am, Sat long run, Sun rest -->
### Correlations
<!-- What affects their performance. Format: "factor: effect" -->
<!-- Examples: sleep <6h: skip day, coffee pre-workout: +intensity, alcohol: -next day -->
### Preferences
<!-- How they want fitness tracked. Format: "preference" -->
<!-- Examples: remind before workouts, no rest day lectures, weekly summary only -->
### Flags
<!-- Signs to watch for. Format: "signal" -->
<!-- Examples: "too tired", missed 3+ days, injury mention, "legs are dead" -->
### Achievements
<!-- PRs, milestones, events. Format: "achievement: date" -->
<!-- Examples: bench 100kg: 2024-03, first marathon: 2024-10, 30 day streak: 2024-11 -->
```
*Empty sections = no data yet. Observe and fill.*
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