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Agent skill

Wandb Experiment Logger

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Execute wandb experiment logger operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedData & Analytics

Install Wandb Experiment Logger

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill wandb-experiment-logger -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace wandb-experiment-logger --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/07-ml-training/wandb-experiment-logger .claude/skills/wandb-experiment-logger && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
wandb-experiment-logger
GitHub stars
2.8k
Token cost
~575 tokens
SKILL.md length
197 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Execute wandb experiment logger operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 4 steps: Provides step-by-step guidance for wandb… → Follows industry best practices and… → Generates production-ready code and… → …
  • : wandb experiment logger
  • SKILL.md covers Overview, When to Use, Instructions and Examples, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Wandb Experiment Logger is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute wandb experiment logger operations. Auto-activating skill for ML Training. Triggers on: wandb experiment logger, wandb experiment logger Part of the ML Training skill category. Use when working with wandb experiment logger functionality. Trigger with phrases like "wandb experiment logger", "wandb logger", "wandb".

Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code

It sits in Data & Analytics. It works with Weights & Biases. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • : wandb experiment logger
  • Wandb experiment logger Part of the ML Training skill category
  • Working with wandb experiment logger functionality
  • With phrases like wandb experiment logger

Example prompts

  • “wandb experiment logger”
  • “wandb logger”
  • “/wandb-experiment-logger”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(python:*), Bash(pip:*)

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Provides step-by-step guidance for wandb experiment logger
  2. Follows industry best practices and patterns
  3. Generates production-ready code and configurations
  4. Validates outputs against common standards

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash(python:*)
    • Bash(pip:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Wandb Experiment Logger loads about 575 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 197 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~575

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 197 words, ~575 tokens.

Download SKILL.mdSave it as .claude/skills/wandb-experiment-logger/SKILL.md (or your agent's skills folder).
name
wandb-experiment-logger
description
Execute wandb experiment logger operations. Auto-activating skill for ML Training. Triggers on: wandb experiment logger, wandb experiment logger Part of the ML Training skill category. Use when working with wandb experiment logger functionality. Trigger with phrases like "wandb experiment logger", "wandb logger", "wandb".
allowed-tools
Read, Write, Edit, Bash(python:*), Bash(pip:*)
compatibility
Designed for Claude Code
version
1.0.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
ai, machine-learning

Wandb Experiment Logger

Overview

This skill provides automated assistance for wandb experiment logger tasks within the ML Training domain.

When to Use

This skill activates automatically when you:

  • Mention "wandb experiment logger" in your request
  • Ask about wandb experiment logger patterns or best practices
  • Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.

Instructions

  1. Provides step-by-step guidance for wandb experiment logger
  2. Follows industry best practices and patterns
  3. Generates production-ready code and configurations
  4. Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with wandb experiment logger" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

  • Relevant development environment configured
  • Access to necessary tools and services
  • Basic understanding of ml training concepts

Output

  • Generated configurations and code
  • Best practice recommendations
  • Validation results

Error Handling

ErrorCauseSolution
Configuration invalidMissing required fieldsCheck documentation for required parameters
Tool not foundDependency not installedInstall required tools per prerequisites
Permission deniedInsufficient accessVerify credentials and permissions

Resources

  • Official documentation for related tools
  • Best practices guides
  • Community examples and tutorials

Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/07-ml-training/wandb-experiment-logger of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

Compare with similar skills

Wandb Experiment Logger next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Wandb Experiment Logger compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wandb Experiment Logger this skilljeremylongshore/tons-of-skills-marketplace2.8k—~575Automated safety check: PassMIT
Marimo Batchkoaning/gitcharts1451 repos~819Automated safety check: NotesNone
ML Pipeline ExpertJeffallan/claude-skills12k—~1.9kAutomated safety check: PassMIT
Weights & Biases Experiment TrackingOrchestra-Research/AI-Research-SKILLs13k9 repos~3.1kAutomated safety check: PassMIT
ML Experiment IterationLeeroo-AI/superml195—~4.8kAutomated safety check: PassApache-2.0
LaminDB Biological Data Managementdavila7/claude-code-templates33k12 repos~3.6kAutomated safety check: PassMIT

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Works with

Categories

Questions about Wandb Experiment Logger

What does Wandb Experiment Logger do?

Execute wandb experiment logger operations. An agent skill from jeremylongshore/tons-of-skills-marketplace. Wandb Experiment Logger is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute wandb experiment logger operations.

When should I use Wandb Experiment Logger?

Wandb Experiment Logger fits situations like: : wandb experiment logger; wandb experiment logger Part of the ML Training skill category; working with wandb experiment logger functionality; with phrases like wandb experiment logger.

How do I install Wandb Experiment Logger in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill wandb-experiment-logger -a claude-code`. Or copy the skill folder (skills/07-ml-training/wandb-experiment-logger in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/wandb-experiment-logger in your project. Claude Code loads it when a task matches its description.

How do I install Wandb Experiment Logger in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill wandb-experiment-logger -a codex`. Or copy the skill folder (skills/07-ml-training/wandb-experiment-logger in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/wandb-experiment-logger in your project. Codex loads it when a task matches its description.

Can I use Wandb Experiment Logger in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill wandb-experiment-logger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wandb-experiment-logger, .gemini/skills/wandb-experiment-logger, .github/skills/wandb-experiment-logger and .opencode/skills/wandb-experiment-logger in your project.

What does Wandb Experiment Logger need to run?

SKILL.md names no scripts, command-line tools or credentials: Wandb Experiment Logger is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(python:*), Bash(pip:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Wandb Experiment Logger access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Wandb Experiment Logger safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Wandb Experiment Logger use?

Wandb Experiment Logger is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Wandb Experiment Logger use?

About 575 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Wandb Experiment Logger?

Skills that share tags, products or a category with Wandb Experiment Logger: Marimo Batch (koaning/gitcharts, 145 stars), ML Pipeline Expert (Jeffallan/claude-skills, 12k stars), Weights & Biases Experiment Tracking (Orchestra-Research/AI-Research-SKILLs, 13k stars) and ML Experiment Iteration (Leeroo-AI/superml, 195 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wandb Experiment Logger?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.