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fireworks-training

Compatibility redirect and shared reference carrier for the Fireworks training skills.

Skill by fw-aiOfficial

IndexedApache-2.0★ 231
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/fw-ai-fireworks-training

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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.

Use cases: data, research

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/fireworks-training

What's inside

Skill name
fireworks-training
Description
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.
License
Apache-2.0
Instructions
17 lines in SKILL.md · view on GitHub

Files (38)

  • SKILL.md
  • async-rl-metrics.md · references/
  • choose-method.md · references/
  • client-phase-tracing.md · references/
  • cookbook-code.md · references/
  • deploy-and-troubleshoot.md · references/
  • error-reference.md · references/
  • execution-notes.md · references/
  • getting-started.md · references/
  • managed-rft-operations.md · references/
  • models-shapes-and-cost.md · references/
  • preference-data-and-evaluators.md · references/
  • renderer-verification.md · references/
  • renderer.md · references/
  • rft-agent-tracing.md · references/
  • rl-agentic.md · references/
  • rl-async.md · references/
  • rl-concurrency.md · references/
  • rl-custom-loss.md · references/
  • rl-dynamic-filter.md · references/
  • rl-gradient-accumulation.md · references/
  • rl-hotload.md · references/
  • rl-sampling-timeouts.md · references/
  • run-state-and-reporting.md · references/
  • sdk-checkpoints.md · references/
  • sdk-distillation.md · references/
  • sdk-examples.md · references/
  • sdk-migrate.md · references/
  • sdk-recipes.md · references/
  • sdk-setup.md · references/
  • sdk-shapes.md · references/
  • sdk-tools.md · references/
  • secure-training-operations.md · references/
  • step-metrics.md · references/
  • telemetry-notice.md · references/
  • telemetry.md · references/
  • training-api-losses.md · references/
  • training-api.md · references/

SKILL.md (first lines)

# 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.

From fw-ai/cookbook, Apache-2.0.

More from fw-ai/cookbook

Signals

Stars
231
Forks
65
Open issues
5
Last commit (this folder)
Oct 21, 2026 (8 days ago)
Last release
Oct 21, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
Repository
github.com/fw-ai/cookbook
Website
fireworks.ai/docs
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from fw-ai

Cite this page

fireworks-training skill. Agent Mart. https://agentmart.dev/skills/fw-ai-fireworks-training (last updated 2026-10-24)