Agent skill

Rl Status

by LegoX in LegoX/Lego-RL

One-to-one Codex counterpart for Claude /rl:status. An agent skill from LegoX/Lego-RL.

Apache-2.0Auto-check passed

Install Rl Status

skills CLI
$ npx skills add LegoX/Lego-RL --skill rl-status -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LegoX/Lego-RL rl-status --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LegoX/Lego-RL.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/rl-status .claude/skills/rl-status && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
rl-status
GitHub stars
111
Token cost
~317 tokens
SKILL.md length
125 words
Files
2
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

One-to-one Codex counterpart for Claude /rl:status. An agent skill from LegoX/Lego-RL.

  • The user asks how a run is doing
  • SKILL.md covers Invocation Mapping and Codex Notes
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • What step it is on

What it does

Rl Status is an agent skill from LegoX/Lego-RL. One-to-one Codex counterpart for Claude /rl:status. Diagnose a Lego-RL run that is live or recently finished; identify the run, locate the real log, report progress, inspect metrics, and match known failure signatures. Use when the user asks how a run is doing, what step it is on, whether reward is improving, whether a run is broken, or asks /rl:status.

Its SKILL.md is about 320 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

The repository describes itself as: Lego-RL: Harness-Native Reinforcement Learning for Coding Agents. The licence is Apache-2.0.

When your agent uses it

  • The user asks how a run is doing
  • What step it is on
  • Whether reward is improving
  • Whether a run is broken

Example prompts

  • “/rl-status”

What it can do on your machine

Read from SKILL.md and the folder at commit 0731c95. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Rl Status loads about 317 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 125 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~92
When it runs · the whole SKILL.md, loaded when a task matches
~317

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from LegoX/Lego-RL at commit 0731c95, republished under its Apache-2.0 licence (© LegoX). 125 words, ~317 tokens.

Download SKILL.mdSave it as .claude/skills/rl-status/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
rl-status
description
One-to-one Codex counterpart for Claude `/rl:status`. Diagnose a Lego-RL run that is live or recently finished; identify the run, locate the real log, report progress, inspect metrics, and match known failure signatures. Use when the user asks how a run is doing, what step it is on, whether reward is improving, whether a run is broken, or asks `/rl:status`.

RL Status

Use this skill as the Codex entrypoint corresponding to Claude /rl:status.

Before taking task actions, read the canonical workflow in .claude/plugins/rl-plugin/skills/status/SKILL.md completely and follow it as the source of truth.

Invocation Mapping

  • Claude: /rl:status
  • Codex: $rl-status or natural language such as "how's the run doing", "what step is it on", "is reward going up", "is this run broken", or "diagnose the training run".

Codex Notes

Find the Lego-RL repo root first. It must contain scripts/lib/live_probe.sh and the .claude plugin path above.

Remain read-only. Do not kill, restart, clean, rotate, edit configs, delete logs, SSH to other nodes, or mutate Kubernetes. When evidence points off-box, report the symptom and the node or layer to confirm rather than asserting a cause you cannot observe locally.

© LegoX, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/rl-status of LegoX/Lego-RL.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 0731c95

Compare with similar skills

Rl Status next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Rl Status compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rl Status this skillLegoX/Lego-RL111—~317Automated safety check: PassApache-2.0
Diagnose Gatewayopenclaw/openclaw392k—~670Automated safety check: PassMIT
Diagnosegithub/awesome-copilot40k1 repos~1kAutomated safety check: PassMIT
Diagnose Why Work Stoppedpaperclipai/paperclip99k—~2.8kAutomated safety check: PassMIT
Diagnosing Superpowers Sessionsobra/superpowers297k3 repos~1.7kAutomated safety check: PassMIT
Diagnosing Missing RecordingsPostHog/posthog40k—~2kAutomated safety check: PassCustom licence

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More from LegoX/Lego-RL

All 11 skills in this repo
  • Lego Rl Config

    LegoX/Lego-RL

    Compose, edit, refactor, and validate Lego-RL train/eval/infer .env configs and reusable scripts/templates modules.

    111 GitHub stars~2.1k tokensUpdated yesterday
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    Preflight a Lego-RL config: answer "is it safe to launch this run right now?".

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  • Dashboard

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    Bring up the Lego-RL training dashboard (webui/) on whatever machine you are on, adapting to that box's layout instead of assuming this repo's paths.

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  • Run

    LegoX/Lego-RL

    Preflight and launch a Lego-RL run (train, eval or infer). An agent skill from LegoX/Lego-RL.

    111 GitHub stars~3k tokensUpdated yesterday
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  • Status

    LegoX/Lego-RL

    Diagnose a Lego-RL run that is already in flight (or just finished): which run is alive, how far it has got, and whether its numbers are healthy.

    111 GitHub stars~3k tokensUpdated yesterday
    Auto-check passed
  • K8s Sandbox Install

    LegoX/Lego-RL

    Guided install / scale-out of a sandbox Kubernetes cluster for the Lego-RL k8s backend (kubeadm 1.32 + containerd + flannel + ImageVolume, optionally nydus / a shared registry / an isolated dockerd).

    111 GitHub stars~2.9k tokensUpdated yesterday
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Questions about Rl Status

What does Rl Status do?

One-to-one Codex counterpart for Claude /rl:status. An agent skill from LegoX/Lego-RL. Rl Status is an agent skill from LegoX/Lego-RL. One-to-one Codex counterpart for Claude /rl:status.

When should I use Rl Status?

Rl Status fits situations like: the user asks how a run is doing; what step it is on; whether reward is improving; whether a run is broken.

How do I install Rl Status in Claude Code?

Run `npx skills add LegoX/Lego-RL --skill rl-status -a claude-code`. Or copy the skill folder (.agents/skills/rl-status in LegoX/Lego-RL) into .claude/skills/rl-status in your project. Claude Code loads it when a task matches its description.

How do I install Rl Status in Codex?

Run `npx skills add LegoX/Lego-RL --skill rl-status -a codex`. Or copy the skill folder (.agents/skills/rl-status in LegoX/Lego-RL) into .agents/skills/rl-status in your project. Codex loads it when a task matches its description.

Can I use Rl Status in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LegoX/Lego-RL --skill rl-status -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rl-status, .gemini/skills/rl-status, .github/skills/rl-status and .opencode/skills/rl-status in your project.

What does Rl Status need to run?

SKILL.md names no scripts, command-line tools or credentials: Rl Status is instructions for the agent only.

Does Rl Status access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Rl Status safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Rl Status use?

Rl Status is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Rl Status use?

About 317 tokens (SKILL.md is roughly 1.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Rl Status?

Skills that share tags, products or a category with Rl Status: Diagnose Gateway (openclaw/openclaw, 392k stars), Diagnose (github/awesome-copilot, 40k stars), Diagnose Why Work Stopped (paperclipai/paperclip, 99k stars) and Diagnosing Superpowers Sessions (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rl Status?

LegoX (a GitHub organization) maintains it in LegoX/Lego-RL, which has 111 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 8, 2026.

Source: LegoX/Lego-RL on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.