Orchestra Research Ai Research Skills
- 11.2k repo stars
- Updated June 16, 2026
- Orchestra-Research/AI-Research-SKILLs
orchestra-research-ai-research-skills is a Claude Code plugin that packages Orchestra Research’s multi-skill AI research library so your agent can run structured research and engineering workflows acro
About
orchestra-research-ai-research-skills is a Claude Code plugin distribution of Orchestra Research’s AI-Research-SKILLs repository—a large, open skill library for people who treat models as a first-class product surface, not an afterthought. developers and tiny ML teams use it when they need curated invoke patterns for finetuning, evaluation, agent orchestration, data curation, and emerging architecture topics without authoring dozens of SKILL.md files themselves. The catalog positions it at Idea and research because that is when you decide whether to fine-tune, RAG, or ship a thin API wrapper—but the same skills remain useful while you scope validation experiments, wire agent tooling in Build, and iterate in Operate. It is breadth over a single vertical integration: expect pointers and workflows across the research stack rather than one click-to-deploy SaaS connector. Confidence is high on scope from the stated plugin count and maintainer positioning; individual skill depth should be confirmed per skill inside the bundle.
- Open-source library maintained by Orchestra Research spanning research and engineering workflows.
- 22 plugins packaged as skills for Claude Code, Codex, Gemini-style agents, and similar tooling.
- Coverage across finetuning, benchmarking, RAG, agents, guardrails, interpretability, and deployment topics.
- Designed to turn a general coding agent into a research-capable assistant with structured skill invocations.
- Broad keyword surface: Hugging Face, LangChain, DeepSpeed, diffusion, distributed training, and experiment harnesses.
Orchestra Research Ai Research Skills by the numbers
- Data as of Jul 28, 2026 (Skillselion catalog sync)
/plugin install orchestra-research-ai-research-skills@Orchestra-Research/AI-Research-SKILLsAdd your badge
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| repo stars | ★ 11.2k |
|---|---|
| Last updated | June 16, 2026 |
| Repository | Orchestra-Research/AI-Research-SKILLs ↗ |
What it does
Install when you want a bundled library of AI research and engineering skills so your coding agent can run serious experimentation, eval, and model workflows—not just chat prompts.
Who is it for?
Best when you're shipping AI-heavy products and already use Claude Code or Codex and want a pre-curated research skill pack instead of DIY SKILL.md archaeology.
Skip if: Skip if you only need a marketing landing page, or teams that want one narrow MCP for a single SaaS API with no ML surface.
What you get
After registration you get 22 research-oriented plugins your agent can call for experiments, benchmarks, and ML engineering tasks aligned with Orchestra Research’s maintained skill set.
- Access to 22 categorized research and engineering agent skills
- Structured workflows for experiments, evals, and model iteration
- Reusable invoke patterns maintained by Orchestra Research
By the numbers
- pluginCount: 22
- maintainer: Orchestra Research
- sourceRepository: Orchestra-Research/AI-Research-SKILLs
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Curated multi-skill research library plugin, not a single-task integration or a hosted notebook product.
FAQ
Who is Orchestra Research Ai Research Skills for?
It is for developers and researchers using AI coding agents who need broad AI/ML research and engineering skills in one Orchestra-maintained bundle.
When should I use Orchestra Research Ai Research Skills?
Use it when you are exploring model approaches, designing evals, building agent features, or running experiments across the product lifecycle.
How do I add Orchestra Research Ai Research Skills to my agent?
Add the Orchestra-Research/AI-Research-SKILLs plugin from Skillselion to Claude Code (or compatible agents), then enable the individual skills your workflow needs from the 22-plugin set.