agent plugin
Agent workflow suite — Karpathy-pattern autoresearch (hill-climbing, multi-agent research) and skill-improver (Claude Code skill optimization loop).
How to install the agent plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add air-gapped/skills
/plugin install agent@air-gapped-marketplaceWhat's inside agent
5 parts read from the plugin's own files.
Agents 3
Call as @agent-agent:name- @agent-agent:blind-scorersonnet
Blind quality scorer for skill-improver runs. Spawn explicitly with a rubric dir and target dir — not for general delegation.
- @agent-agent:deep-researcher
Web research agent for one angle of an autoresearch Mode 2 run. Spawn with a broader question, an angle, and prior learnings — not for general delegation.
- @agent-agent:web-searchersonnet
Internet research agent with search, page fetch, authenticated gh CLI (GitHub issues/PRs/releases/API), and full browser control. Use whenever a task needs information from the web — docs, release notes, error messages, news, product info, verifying facts newer than the knowledge cutoff, bulk URL/ve
Skills 2
Claude loads it when the task matches- autoresearch
An autonomous agent that performs iterative optimization loops through measured experiments or conducts deep multi-perspective research.
- skill-improver
Improve, test, and maintain Claude Code skills through automated evaluation, quality scoring, and reference freshening.
Using agent in Claude Code
Ask for an agent by name:
@agent-agent:blind-scorer
@agent-agent:deep-researcherSkills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update agent@air-gapped-marketplace
- Refresh the marketplace
- /plugin marketplace update air-gapped-marketplace
- Turn it off for now
- /plugin disable agent@air-gapped-marketplace
- Remove it
- /plugin uninstall agent@air-gapped-marketplace
Skills in agent
- autoresearchair-gapped/skills
An autonomous agent that performs iterative optimization loops through measured experiments or conducts deep multi-perspective research.
11 files6stars - skill-improverair-gapped/skills
Improve, test, and maintain Claude Code skills through automated evaluation, quality scoring, and reference freshening.
55 files6stars
agent plugin questions
How do I install the agent plugin?
In Claude Code run /plugin marketplace add air-gapped/skills, then /plugin install agent@air-gapped-marketplace.
What does the agent plugin include?
agent bundles 3 agents, 2 skills.
Which agents come with agent?
blind-scorer, deep-researcher, web-searcher. Call one with @agent-agent:blind-scorer.
How do I update or remove the agent plugin?
Update it with claude plugin update agent@air-gapped-marketplace in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall agent@air-gapped-marketplace.
What license is the agent plugin under?
MIT, as stated in the plugin's manifest.