# Fireworks Training

> Compatibility redirect and shared reference carrier for the Fireworks training skills. Use research to choose method, data, evaluation, and a cookbook entry; use configure to plan and run training; use debug for stuck, failed, or low-quality runs. Keep this skill installed so the three entry skills can load its progressive references.

- Skill: `fw-ai/fireworks-training` (Agent Skill, multi-file: 35 files)
- Install (CLI): `npx skillmds@latest add fw-ai/fireworks-training`
- Raw SKILL.md: https://api.skillmd.com/api/skills/fw-ai/fireworks-training/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: fw-ai (https://skillmd.com/u/fw-ai)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/fw-ai/fireworks-training

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# Fireworks training

This workflow is split into three focused skills:

| Goal | Skill |
|---|---|
| Choose method, data, evaluation, and cookbook entry | `research` |
| Plan, run, monitor, deploy, or resume training | `configure` |
| Diagnose a failed, stuck, or low-quality run | `debug` |

Do not execute a training workflow from this file. Route to the matching skill.

This directory also carries shared detailed references used by `configure` and
`debug`. Cursor and Codex installs must include `fireworks-training` alongside
the three entry skills.