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what is adaptive-endurance-coach fr?

mprecilio20/adaptive-endurance-coach — explained in plain English

Analysis updated 2026-05-18

6Audience · generalComplexity · 3/5Setup · moderate

tl;dr

An AI-agent skill that acts as a personal endurance coach, building periodized training plans, readiness adjustments, and nutrition targets via TrainingPeaks.

vibe map

mindmap
  root((adaptive-endurance-coach))
    What it does
      Builds periodized training plans
      Adjusts sessions by readiness
      Writes nutrition targets
    Tech stack
      Claude Code skill
      TrainingPeaks MCP
      Python and uv
    Use cases
      Plan a triathlon training block
      Adjust training around injury
      Auto-generate race tapers
    Audience
      Endurance athletes
      Triathletes and runners
    Setup
      Needs TrainingPeaks account
      Needs paid AI assistant tier
      Needs Python 3.10 plus

Code map

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filefunction / class

what do people make with this?

VIBE 1

Get a periodized training plan for an upcoming triathlon, run, or bike race.

VIBE 2

Automatically adjust today's workout based on sleep and recovery signals.

VIBE 3

Get daily nutrition targets calculated from actual training load.

what's the stack?

PythonTrainingPeaks MCPClaude Codeuv

how it stacks up fr

mprecilio20/adaptive-endurance-coach0xknowles/ruby0xrphl/solar-crypto-mining-farm-maximization-control
Stars666
LanguageC++C++
Setup difficultymoderatemoderatehard
Complexity3/54/55/5
Audiencegeneralresearcherops devops

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 1h+

Requires a TrainingPeaks account, a paid AI assistant tier, and connecting a separate TrainingPeaks MCP server.

The README does not state a license, so terms of reuse are unclear.

in plain english

Adaptive Endurance Coach is a skill that turns an AI coding assistant like Claude Code into an endurance sports coach for swimming, cycling, running, and triathlon. Instead of giving one-off advice, it manages long-term training the way a real coach and sports nutritionist would, building a plan backward from your target race and adjusting it over time based on your data. It uses TrainingPeaks as the main place your training plan lives, with Strava as an optional extra. The skill builds periodized training plans and labels its methods honestly as proven, promising, or unsupported rather than presenting everything as equally solid. It looks at daily readiness signals like HRV, sleep, and soreness to decide whether a planned session should go ahead, be softened, or turned into a rest day, and it adjusts training around injuries using pain rules and adapted strength work. For races, it writes a specific plan covering pacing, fueling, and a taper based on your own history. Nutrition is included by default: it calculates daily calorie and macro targets from your training load and writes them onto your calendar. The skill also keeps a memory folder on your machine with your profile, race calendar, injury history, and past decisions, so later coaching sessions build on what it already knows about you. Setup involves connecting a separate TrainingPeaks integration tool, which the author forked and reviewed rather than pointing to the original project, then installing this skill into your AI assistant. The README recommends simply handing an included setup file to your AI assistant and letting it walk through installation. It requires an AI coding tool with a paid tier, a TrainingPeaks account, and Python 3.10 or newer. The README is direct about privacy: using this means sharing personal health and training information with whichever AI provider you use, and it notes you can decline or approximate any details you are not comfortable sharing. It also states plainly that it is not meant to replace a human coach, only to be an option when one is not accessible.

prompts (copy fr)

prompt 1
Help me set up Adaptive Endurance Coach with my TrainingPeaks account using the AGENT.md instructions.
prompt 2
Build me a periodized training plan for my next race using this skill.
prompt 3
Explain how this skill's readiness logic decides whether to soften or skip today's session.
prompt 4
Walk me through how the nutrition targets in this skill are calculated from my training load.

Frequently asked questions

what is adaptive-endurance-coach fr?

An AI-agent skill that acts as a personal endurance coach, building periodized training plans, readiness adjustments, and nutrition targets via TrainingPeaks.

What license does adaptive-endurance-coach use?

The README does not state a license, so terms of reuse are unclear.

How hard is adaptive-endurance-coach to set up?

Setup difficulty is rated moderate, with roughly 1h+ to a first successful run.

Who is adaptive-endurance-coach for?

Mainly general.

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