research

research is a skill for Claude Code from rapidreview-io/Merv. It costs 77 tokens per session (2,019 once invoked), scanned A, original, Apache-2.0.

A research workflow skill for Merv, a project system that stores papers, experiments, tasks, reviews, files, code, and agent work.

In plain words
What is it for?
It is for creating and managing experiments, tasks, plans, reviews, paper content, and saved research files in Merv.
Why use it?
It gives research work an ordered process for checking project context, tracking unfinished work, collecting evidence, and passing independent review.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the merv plugin — 4 skills, 1 MCP server shipped together

Good fit It is for creating and managing experiments, tasks, plans, reviews, paper content, and saved research files in Merv.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rapidreview-io/merv/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.

Any agent
npx skills add rapidreview-io/Merv --skill research
Clone the repo
git clone --depth 1 https://github.com/rapidreview-io/Merv

Made for: Claude Code.

Or install merv, the plugin that ships this one along with the rest of its 4 skills, 1 MCP server.

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/skills/rapidreview-io/merv/research/github.svg)](https://agentmods.dev/skills/rapidreview-io/merv/research)
Your own site
<a href="https://agentmods.dev/skills/rapidreview-io/merv/research"><img src="https://agentmods.dev/badge/skills/rapidreview-io/merv/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/skills/rapidreview-io/merv/research"><img src="https://agentmods.dev/badge/skills/rapidreview-io/merv/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 77 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,019 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 $0.00077 $0.02019
Opus 5.5 $0.00031 $0.00808
Sonnet 5.5 $0.00015 $0.00404
Haiku 4.5 $0.00008 $0.00202

Measured 7d ago against content hash 0199018d2cd4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

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 7d 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.

clients/claude-code/skills/research/SKILL.md · 131 lines

How it starts

The opening of the file, as written. The whole thing — 131 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Research in Merv

A Merv project holds a living paper, tasks, experiments, reviews, immutable files (artifacts), code, and the machines and agent sessions that do the work. Every call you make runs as the person whose key connected you, with their role in the project, checked by the server on each call. Each tool's description is its contract; this skill is the order to use them in.

Merv's UI is at https://experiments.rapidreview.io/ui/. When the person needs to see the UI, open that address for them in their browser.

Noun tools take {"action":"x","x":{...}}, with the selected projectId at the top level. For example, workflow.read takes {"action":"status","status":{}}.

Orient first

  1. Use the saved Merv remote MCP connection. If it is absent, follow the server's /connect/agent.md guide once. If authentication is required, use the client's browser sign-in action. Never ask for credentials or email codes. Call project.list or project.read (list), select the intended project and pass projectId on every call. Ask which project when ambiguous, including in fresh chats; never silently inherit a previous chat's selection. If none are accessible, explain how to create/join one on the website, then list again without reconnecting. Change the explicit projectId to switch projects and read its brief to check your role. For code-linked work, use the bundled git-access skill by default: preserve origin, configure a separate Merv remote, sync the intended user branch initially and after meaningful commits, and verify remote freshness before cloud work. The same saved connection supplies Git access; no Settings key or second sign-in. Report dirty/local-only data as unsynced and distinguish branch sync from reviewed baseline integration. Research work without local code needs no repository.
  2. project.read (brief): your first read in a project, and again whenever you lose the thread. Who you are (actor, role), the project, today's date (UTC) and the paper as it is now.
  3. workflow.read (status) with no instanceId: every unfinished record, what it waits on and what comes next. Work whose review rounds are used up is listed under escalated.
  4. workflow.read (status) with an instanceId (a work item's id): its gate, your next action, blockers, references, revision, and limits (review rounds used and left at each gate). The guidance it returns is how the server says what it expects: follow it.
  5. Read more as needed: project.read (records) indexes every task and experiment, experiment.read (get) reads current experiment context with full-history references, task.read (get) one task, paper.read (get) the paper, and project.read (references) resolves ids to labels, states and revisions.

Read the full file on GitHub · 131 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. 7d ago Changed 0199018d2cd4
  2. 16d ago Changed · +15 lines · +22 tokens per session aeb77d9009b0
  3. 18d ago Changed · +21 lines · -1 tokens per session 8c6065439bb4
  4. 19d ago First seen · 95 lines · 56 tokens per session scan A 3a01ff003c2a

Subscribe to this mod's changes

research is a skill published in the GitHub repository rapidreview-io/Merv (7 stars, last pushed 4d ago), licensed Apache-2.0. It adds 77 tokens to every session and 2,019 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-10-20.

Related

research compared with skills from other repositories

research next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
researchrapidreview-io/MervSkill74d agoApache-2.0A77Claude Code
imagegenopenai/codexSkill134ktodayApache-2.0A113Codex
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79kyesterdayMITA200Claude Code, Codex
playwright-climicrosoft/playwrightSkill100kyesterdayApache-2.0A19Claude Code
browser-automationopenclaw/openclawSkill394ktodayMITA36Claude Code
systematic-debuggingobra/superpowersSkill314k4d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code