runjam: One desktop for all your AI coding Agent — Claude Code, Codex CLI & Gemini CLI

by peintune · Codex Skill · ★ 230

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install runjam

git clone https://github.com/peintune/runjam.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 58/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagent-managerai-agentai-codingclaude-codecodex-clicoding-assistantdesktop-appdeveloper-toolsgemini-cli

Quick Facts

Stars230
Forks14
LanguageRust
CategoryCodex Skill
LicenseMIT
Quality Score58/100
Last Updated2026-10-18
Created2026-07-18
Platformsclaude-code, cli, codex, gemini, rust
Est. Tokens~29k

About runjam

RunJam One Desktop. All Your AI Agents. Zero Lock-in. A local-first desktop manager for Claude Code, Codex CLI, and Gemini CLI — install once, run any model on any agent, and manage every project in a single window. No ACP rewrites, no per-agent config, no cloud lock-in. Features · Quick Start · Architecture · Roadmap · FAQ Works with: Claude Code

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools