Signal Garden

Skill 与 AgentSKILLS & AGENTS

Relax

redai-studio/Relax

An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale

根据公开文档整理,未运行实测;费用以项目官网为准。Based on public documentation, without runtime testing. Check the project site for pricing.

适用平台Platforms
claude-code · codex · claude-ai · opencode
已识别的要求Documented requirements
API key · Local runtime
许可LICENSE
Apache-2.0

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能力CAPABILITIES

它能帮你做成什么What it helps you do

上手GET STARTED

怎么装How to install

Docker
docker pull ghcr.io/redai-studio/relaxrl:latest

选择与你的环境对应的方式。命令来自项目文档,未运行实测。Choose the option for your environment. Commands come from project documentation and have not been run-tested.

打开项目文档Open project documentation ↗

使用限制LIMITATIONS

限制与风险Limits and risk

以下要求与风险来自文档静态检查,未执行项目代码;扫描没有命中,不代表使用安全。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

需检查Needs review

01需要 API KeyREQUIRES API KEY
是Yes
02需要本地环境NEEDS LOCAL RUNTIME
是Yes
03需要 DockerNEEDS DOCKER
未在文档中发现Not found in the docs
04难度DIFFICULTY
需要本地环境Needs a local runtime
05许可LICENSE
Apache-2.0Apache-2.0
06阶段STAGE
持续活跃Active
创建于 13 APR 2026Created 13 APR 2026

静态扫描STATIC SCAN

  • 01执行 Shell 命令Runs shell commandsskills/debug-hang/SKILL.md

    allowed-tools: bash
  • 02读写本地文件Reads and writes local filesskills/nemo-gym-recipe-integration/SKILL.md

    2. Write the raw JSONL directly to a filesystem visible at the same absolute path from every remote Ray node.
  • 03读取 API KeyReads an API keyskills/ssh-ray-cluster/SKILL.md

    Read SSH credentials and `RELAX_PROJECT_ROOT` from auto-memory (`reference_ray_cluster_ssh.md`). Ask the user if missing — never hard-code i

项目动态PROJECT ACTIVITY

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

26 OCT 202626 OCT 2026

状态STATUS

持续活跃Active

PROVENANCE · 这些结论的依据是什么Where these conclusions come from
来源 URLSource URL
https://github.com/redai-studio/Relax
原始数据哈希Raw data hash
39576bf2e2c24d07a3d1c8bf50584a68
解析时间Parsed at
2026-10-26T23:43:24.098Z
最后一次验证Last verified
2026-10-26T22:13:07.836Z
增长测量时间Growth measured
2026-10-26T23:46:48.220Z
发现查询Discovery queries
focus:token:code:token-usage
分类来源Category source
rules
焦点Focus
token (3)

依赖:Dependencies:markdown-it-mathjax3

完整解析证据 JSONFull parse evidence JSON
{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "codex",
      "evidence": "tree: .codex/"
    },
    {
      "agent": "claude-ai",
      "evidence": "readme: …set of [Claude Code](https://claude.ai/code) slash-command skills un…"
    },
    {
      "agent": "opencode",
      "evidence": "skills/creating-skills/SKILL.md: …dev/ │ └── git-commit/ ├── .opencode/ │ └── skills -> ../skills…"
    }
  ],
  "apiKey": "api_key = os.environ.get(\"DEEPEYES_JUDGE_API_KEY\") or os.environ.get(\"OPENAI_API_KEY\")",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 1,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 0,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": null
  },
  "localRuntime": "Advantages run on independent GPU clusters with streaming data exchange a",
  "skillMdTotal": 19,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 2,
    "agent": 7,
    "media": 1,
    "design": 0,
    "browser": 0,
    "devtool": 0,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "19 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 55 markdown files",
      "weight": 0.75
    },
    {
      "signal": "MCP SDK dependency",
      "weight": 0.6
    }
  ],
  "scannedSources": [
    "readme",
    "skills/agentic-rollout/SKILL.md",
    "skills/code-review/SKILL.md",
    "skills/create-training-script/SKILL.md",
    "skills/creating-skills/SKILL.md",
    "skills/debug-hang/SKILL.md",
    "skills/dev/SKILL.md",
    "skills/doc-writer/SKILL.md",
    "skills/git-commit/SKILL.md",
    "skills/model-integration/SKILL.md",
    "skills/nemo-gym-recipe-integration/SKILL.md",
    "skills/opd-tuning/SKILL.md",
    "skills/perf-doctor/SKILL.md",
    "skills/redaccel-to-relax/SKILL.md",
    "skills/relax-github-ci/SKILL.md",
    "skills/relax-github-workflow/SKILL.md",
    "skills/sglang-upgrade/SKILL.md",
    "skills/ssh-ray-cluster/SKILL.md",
    "skills/sync-github/SKILL.md",
    "skills/verl-to-relax/SKILL.md"
  ],
  "skillMdFetched": 19
}

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看第 1 期Read issue 1

订阅即表示你同意我们按隐私政策发送每周一周刊。我们会记录这次订阅的来源页面和活动标签,这条记录不包含 IP 地址。Subscribing means you agree that we email the Monday weekly digest as described in the privacy policy. We record the referring page and campaign tag for the signup, and that record does not include an IP address. 隐私政策Privacy Policy

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