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Personal Fitness Coach
by
Taylan Ekin Kara
· GitHub ↗
· v1.0.0
409
Downloads
2
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install personal-fitness-coach
Description
Professional fitness and nutrition coaching system with specialized personas. Features a certified dietitian for meal planning and macro management, and a un...
Usage Guidance
This skill appears coherent and low-risk, but before installing consider: (1) it will create and write daily JSON logs under ~/.openclaw/workspace/fitness/logs — ensure you are comfortable storing personal diet/workout data there; (2) SKILL.md promises evidence-based citations but the code does not fetch PubMed — the agent may produce citations without real queries (possible hallucination), so verify critical claims yourself; (3) review the included scripts if you plan to run them locally (they only do local file I/O and have no network calls or credential access); (4) if you want stronger privacy, move the workspace into an encrypted folder or run in an isolated environment.
Capability Analysis
Type: OpenClaw Skill
Name: personal-fitness-coach
Version: 1.0.0
The OpenClaw AgentSkills bundle 'personal-fitness-coach' is benign. All Python scripts (`calculate-macros.py`, `log-meal.py`, `log-workout.py`) perform file operations exclusively within the designated skill workspace (`~/.openclaw/workspace/fitness/logs`), using `Path.home()` for secure path construction. Inputs are parsed as data and not executed, preventing shell injection or arbitrary code execution. The `SKILL.md` and reference markdown files contain only legitimate instructions and data for a fitness coaching system, with no evidence of prompt injection attempts, data exfiltration, persistence mechanisms, or other malicious behaviors.
Capability Assessment
Purpose & Capability
Name and description (fitness and nutrition coaching) align with the included artifacts: persona-driven SKILL.md and three small Python scripts that calculate macros and log meals/workouts. There are no unrelated credentials, binaries, or install actions requested.
Instruction Scope
SKILL.md instructs the agent to 'reference PubMed' and cite peer-reviewed literature; however, none of the shipped scripts fetch remote research or access PubMed. This is a design mismatch (the agent may generate citations without actually querying sources), but it is not a security incoherence.
Install Mechanism
No install spec or external downloads are present. The skill is instruction-first with bundled scripts; nothing is written to disk by an installer. Risk from install mechanism is minimal.
Credentials
The skill declares no required environment variables or credentials. The scripts read/write only to a per-user path under the user's home directory (~/.openclaw/workspace/fitness/logs), which is proportional to a logging/tracking fitness tool.
Persistence & Privilege
always is false and the skill does not request persistent elevated privileges or modify other skills. It creates/uses files only in its own workspace directory under the user's home.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install personal-fitness-coach - After installation, invoke the skill by name or use
/personal-fitness-coach - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release with professional dietitian and trainer personas
Metadata
Frequently Asked Questions
What is Personal Fitness Coach?
Professional fitness and nutrition coaching system with specialized personas. Features a certified dietitian for meal planning and macro management, and a un... It is an AI Agent Skill for Claude Code / OpenClaw, with 409 downloads so far.
How do I install Personal Fitness Coach?
Run "/install personal-fitness-coach" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Personal Fitness Coach free?
Yes, Personal Fitness Coach is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Personal Fitness Coach support?
Personal Fitness Coach is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Personal Fitness Coach?
It is built and maintained by Taylan Ekin Kara (@ekintkara); the current version is v1.0.0.
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