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.

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

It organizes research so decisions, experiments, and results can be inspected later. It also separates planning, methodological review, execution, and analysis into distinct tasks.

research — Plugin by Borda

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.

Claude Code

/plugin marketplace add Borda/AI-Rig

agentmods

npx agentmods add plugins/borda/ai-rig/cc_research

Clone the repo

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

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

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 2d ago.

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": "0.20.0"
}

Files

What ships with it

1 file 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.

permissions-allow.json 2.9 KB

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.

2d ago First seen · 12 lines scan A 7a3f4abc6a7a

Subscribe to this mod's changes

research is a plugin published in the GitHub repository Borda/AI-Rig (25 stars, last pushed 8d ago), 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.

Code review Data and AI Research ai-agents claude-agents claude-code claude-skills codex codex-cli

research

Getting it into your agent

Grade A, and why

Nothing flagged

What it actually says

What ships with it

What this file has done since we first saw it

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