research

research is a plugin for Claude Code from Borda/AI-Rig. Its manifest loads nothing; the 8 skills, 2 agents it bundles cost 772 tokens per session together, scanned A, original, Apache-2.0.

A set of tools for reviewable machine-learning research, covering literature work, planning, experiment design, runs, comparisons, and retrospectives. Machine learning uses data and algorithms to make predictions or decisions.

In plain words
What is it for?
It helps with literature reviews, research plans, methodology checks, bounded experiments, parameter sweeps, ablation studies, verification, Kaggle work, and research setup.
Why use it?
It organizes research so decisions, experiments, and results can be inspected later. It also separates planning, methodological review, execution, and analysis into distinct tasks.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit It helps with literature reviews, research plans, methodology checks, bounded experiments, parameter sweeps, ablation studies, verification, Kaggle work, and research setup.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add Borda/AI-Rig
/plugin install research
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Borda/AI-Rig

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for research

README.md
[![agentmods](https://agentmods.dev/badge/plugins/borda/ai-rig/cc_research/github.svg)](https://agentmods.dev/plugins/borda/ai-rig/cc_research)
Your own site
<a href="https://agentmods.dev/plugins/borda/ai-rig/cc_research"><img src="https://agentmods.dev/badge/plugins/borda/ai-rig/cc_research/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for research

Your own site · 80×15
<a href="https://agentmods.dev/plugins/borda/ai-rig/cc_research"><img src="https://agentmods.dev/badge/plugins/borda/ai-rig/cc_research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 8 skills, 2 agents cost 772 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/cc_research/.claude-plugin/plugin.json · 12 lines

What it actually says

{
  "author": {
    "name": "Jirka",
    "url": "https://github.com/Borda/AI-Rig"
  },
  "description": "Reviewable ML research: literature, planning, methodology review, bounded runs, sweeps, verification, ablations, retrospectives, Kaggle, and setup",
  "license": "Apache-2.0",
  "name": "research",
  "repository": "https://github.com/Borda/AI-Rig",
  "version": "0.28.4"
}
Contents

What it installs

The manifest is a name and a version. 8 skills, 2 agents travel with it, and installing the plugin installs all of them — 772 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

2 files beside plugin.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed cf9687623234
  2. yesterday Changed 5ba35064374d
  3. 4d ago Changed e68bff50fab4
  4. 6d ago Changed 89f497811029
  5. 10d ago Changed 20e69fad8515
  6. 11d ago Changed 27eb73c54004
  7. 12d ago Changed e68c8750900f
  8. 13d ago Changed ffa1629f161c
  9. 14d ago Changed 53cae2e910f3
  10. 16d ago First seen · 12 lines scan A bc5b057ccf04

Subscribe to this mod's changes

research is a plugin published in the GitHub repository Borda/AI-Rig (28 stars, last pushed today), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.