aio-research-kit

aio-research-kit is a skill for Claude Code from aiocean/claude-plugins. It costs 63 tokens per session (1,052 once invoked), scanned A, original, MIT.

A command-line research framework with a structured 10-phase process. It guides an investigation from forming a question through collecting evidence, analysing it, and documenting the results.

In plain words
What is it for?
Investigate technical or market questions, conduct literature reviews, and manage research projects with phase-based steps.
Why use it?
It adds defined stages to research tasks that might otherwise become incomplete or disorganised.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the aio-research plugin — 2 skills shipped together

Good fit Investigate technical or market questions, conduct literature reviews, and manage research projects with phase-based steps.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/aiocean/claude-plugins/aio-research-kit
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.

Any agent
npx skills add aiocean/claude-plugins --skill aio-research-kit
Clone the repo
git clone --depth 1 https://github.com/aiocean/claude-plugins

Made for: Claude Code.

Or install aio-research, the plugin that ships this one along with the rest of its 2 skills.

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 aio-research-kit

README.md
[![agentmods](https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-research-kit/github.svg)](https://agentmods.dev/skills/aiocean/claude-plugins/aio-research-kit)
Your own site
<a href="https://agentmods.dev/skills/aiocean/claude-plugins/aio-research-kit"><img src="https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-research-kit/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 aio-research-kit

Your own site · 80×15
<a href="https://agentmods.dev/skills/aiocean/claude-plugins/aio-research-kit"><img src="https://agentmods.dev/badge/skills/aiocean/claude-plugins/aio-research-kit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,052 The whole file, excluding the scripts and references it only reads on demand.
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.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00063 $0.01052
Opus 5 $0.00032 $0.00526
Sonnet 5 $0.00013 $0.00210
Haiku 4.5 $0.00006 $0.00105

Measured 6d ago against content hash 11205557669e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

aio-research-kit 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 6d 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/aio-research/skills/aio-research-kit/SKILL.md · 130 lines

How it starts

The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research Kit Skill

Environment

  • research: !which research 2>/dev/null || echo "NOT INSTALLED"
  • uv: !which uv 2>/dev/null || echo "NOT INSTALLED"
  • python3: !which python3 2>/dev/null || echo "NOT INSTALLED"

Structured 10-phase research framework via nguyenvanduocit/research-kit.

Step 1: Check Availability

Check if research CLI is installed:

which research

If found → skip to Step 3: Use CLI. If not → proceed to Step 2: Install.

Note: Research Kit is a Python CLI tool, not an MCP server.

Step 2: Install

2a. Install via uv (recommended)

uv tool install research-cli --force --from git+https://github.com/nguyenvanduocit/research-kit.git

2b. Install via pip

pip install git+https://github.com/nguyenvanduocit/research-kit.git

2c. Environment Variables (optional)

For AI-assisted reasoning during research:

# DeepSeek R1 reasoning
export DEEPSEEK_API_KEY="your-deepseek-key"

# OR Gemini reasoning
export GOOGLE_AI_API_KEY="your-google-ai-key"

Step 3: Use CLI

Initialize a Research Project

research init

This creates a structured research directory with the 10-phase template:

  1. Phase 1: Question Formulation — Define research questions
  2. Phase 2: Literature Review — Survey existing knowledge
  3. Phase 3: Hypothesis Formation — Develop testable hypotheses
  4. Phase 4: Methodology Design — Plan research approach
  5. Phase 5: Data Collection — Gather evidence
  6. Phase 6: Data Analysis — Analyze findings
  7. Phase 7: Interpretation — Draw conclusions
  8. Phase 8: Validation — Verify results
  9. Phase 9: Documentation — Write up findings
  10. Phase 10: Peer Review — External validation

Validate Research Structure

research check

Validates that the research project follows the correct structure and all required sections are present.

How to Conduct Research

Read the full file on GitHub · 130 lines

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. 6d ago First seen · 130 lines · 63 tokens per session scan A 11205557669e

Subscribe to this mod's changes

aio-research-kit is a skill published in the GitHub repository aiocean/claude-plugins (4 stars, last pushed 7d ago), licensed MIT. It adds 63 tokens to every session and 1,052 once invoked, about $0.0003 per session on Opus 5. 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 2026-09-03.

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