ml-training-recipe
Find implementable ML training recipes from papers, datasets, docs, and code.
Skill by Companion-Inc
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/companion-inc-ml-training-recipe
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
Use cases: ml, deep-research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
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/ml-training-recipe
What's inside
- Skill name
ml-training-recipe- Description
- Find implementable ML training recipes from papers, datasets, docs, and code. Use when the user wants to fine-tune, train, reproduce, or choose a practical ML method, dataset, hyperparameter setup, or benchmark recipe.
- License
- MIT
- Instructions
- 9 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# ML Training Recipe Run the `/recipe` workflow. The slash command expands the full workflow instructions in the active session; do not try to read a relative prompt-template path from the installed skill directory. Agents used: `researcher`, optionally `verifier` Output: ranked recipe brief in `outputs/` with dataset, method, code, and source provenance.
From Companion-Inc/feynman, MIT.
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- 0.854score
docker
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Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks.
SkillAFreshness: A★ 10KClaude Code +9 - 0.854score
eli5
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Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.
SkillAFreshness: A★ 10KClaude Code +9 - 0.854score
alpha-research
Companion-Inc
Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
paper-writing
Companion-Inc
Turn research findings into a polished paper-style draft with sections, equations, and citations.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
preview
Companion-Inc
Render Markdown or LaTeX research artifacts to HTML or PDF with pandoc.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
source-comparison
Companion-Inc
Compare multiple sources on a topic and produce a grounded comparison matrix.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
session-search
Companion-Inc
Search prior Feynman session transcripts on disk.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
session-log
Companion-Inc
Write a durable session log capturing completed work, findings, open questions, and next steps.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
research-review
Companion-Inc
Run a tough but constructive internal research critique of an AI research artifact.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
replication
Companion-Inc
Plan a replication of a paper, claim, or benchmark, and execute only after an explicit environment choice.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
pdf-explore
Companion-Inc
Read, extract, and cross-check content across scientific PDFs.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
paper-code-audit
Companion-Inc
Compare a paper's claims against its public codebase.
SkillAFreshness: A★ 10KClaude Code +9
Signals
- Stars
- 10,016
- Forks
- 1,107
- Open issues
- 0
- Last commit (this folder)
- May 7, 2026 (5 months ago)
- Last release
- Oct 24, 2026 (3 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Companion-Inc/feynman
- Website
- feynman.is
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
More from Companion-Inc
- 0.854score
eli5
Companion-Inc
Explain research, papers, or technical ideas in plain English with minimal jargon, concrete analogies, and clear takeaways.
SkillAFreshness: A★ 10KClaude Code +9 - 0.854score
alpha-research
Companion-Inc
Search, read, and query research papers via Feynman's alphaXiv-backed alpha tools.
SkillAFreshness: A★ 10KClaude Code +9 - 0.854score
docker
Companion-Inc
Execute research code inside isolated Docker containers for safe replication, experiments, and benchmarks.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
preview
Companion-Inc
Render Markdown or LaTeX research artifacts to HTML or PDF with pandoc.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
paper-writing
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Turn research findings into a polished paper-style draft with sections, equations, and citations.
SkillAFreshness: A★ 10KClaude Code +9 - 0.848score
literature-review
Companion-Inc
Run a literature review using paper search and primary-source synthesis.
SkillAFreshness: A★ 10KClaude Code +9
Cite this page
ml-training-recipe skill. Agent Mart. https://agentmart.dev/skills/companion-inc-ml-training-recipe (last updated 2026-10-24)