Agent skill

Rl Dashboard

by LegoX in LegoX/Lego-RL

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

Apache-2.0Auto-check passedFrontend & Design

Install Rl Dashboard

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

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

GitHub CLI
$ gh skill install LegoX/Lego-RL rl-dashboard --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-dashboard .claude/skills/rl-dashboard && 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-dashboard
GitHub stars
108
Token cost
~356 tokens
SKILL.md length
129 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:dashboard. An agent skill from LegoX/Lego-RL.

  • The user asks to start
  • SKILL.md covers Invocation Mapping and Codex Notes
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Diagnose the dashboard/webui

What it does

Rl Dashboard is an agent skill from LegoX/Lego-RL. One-to-one Codex counterpart for Claude /rl:dashboard. Start or diagnose the Lego-RL webui dashboard on the current machine; choose log directories, port, frontend build state, existing instances, and optional Cloudflare quick tunnel after confirmation. Use when the user asks to start, deploy, expose, fix, or diagnose the dashboard/webui, missing curves, empty board, tunnel 502, or asks /rl:dashboard [log-dir].

Its SKILL.md is about 360 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Frontend & Design. It works with Cloudflare. 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 to start
  • Diagnose the dashboard/webui
  • Asks /rl:dashboard [log-dir]

Example prompts

  • “/rl-dashboard”

What it can do on your machine

Read from SKILL.md and the folder at commit 7c30234. 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 Dashboard loads about 356 tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 129 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~356

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 7c30234, republished under its Apache-2.0 licence (© LegoX). 129 words, ~356 tokens.

Download SKILL.mdSave it as .claude/skills/rl-dashboard/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
rl-dashboard
description
One-to-one Codex counterpart for Claude `/rl:dashboard`. Start or diagnose the Lego-RL webui dashboard on the current machine; choose log directories, port, frontend build state, existing instances, and optional Cloudflare quick tunnel after confirmation. Use when the user asks to start, deploy, expose, fix, or diagnose the dashboard/webui, missing curves, empty board, tunnel 502, or asks `/rl:dashboard [log-dir]`.

RL Dashboard

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

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

Invocation Mapping

  • Claude: /rl:dashboard [log-dir]
  • Codex: $rl-dashboard or natural language such as "start the dashboard", "deploy the webui", "bring the dashboard up", "the dashboard will not open", "tunnel 502", "why does this run have no curves", or "training curves not showing".

Codex Notes

Find the Lego-RL repo root first. It must contain webui/server.py, scripts/lib/dashboard_probe.sh, and the .claude plugin path above.

Never open a public tunnel, start a new background server, rebuild frontend assets, or create symlinks without the confirmations required by the canonical workflow. Do not kill existing servers or tunnels that this conversation did not start.

© 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-dashboard of LegoX/Lego-RL.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 7c30234

Compare with similar skills

Rl Dashboard 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 Dashboard compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Rl Dashboard this skillLegoX/Lego-RL108—~356Automated safety check: PassApache-2.0
Turnstile Spincloudflare/skills3k4 repos~7.2kAutomated safety check: NotesApache-2.0
Webhome Homepage Builderwebhtv/webhtv1.7k—~3.8kAutomated safety check: PassGPL-3.0
Kumo Designelliothux/open-compute1.7k—~1.6kAutomated safety check: PassApache-2.0
Web Design Pickerjamditis/claude-skills-journalism416—~3.1kAutomated safety check: PassMIT
Fumadocsbetter-notify/better-notify313—~2.3kAutomated safety check: PassMIT

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All 11 skills in this repo
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  • Check

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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

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

    108 GitHub stars~3k tokensUpdated yesterday
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  • Status

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    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.

    108 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).

    108 GitHub stars~2.9k tokensUpdated yesterday
    Auto-check: warnings

Works with

Questions about Rl Dashboard

What does Rl Dashboard do?

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

When should I use Rl Dashboard?

Rl Dashboard fits situations like: the user asks to start; diagnose the dashboard/webui; asks /rl:dashboard [log-dir].

How do I install Rl Dashboard in Claude Code?

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

How do I install Rl Dashboard in Codex?

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

Can I use Rl Dashboard 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-dashboard -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-dashboard, .gemini/skills/rl-dashboard, .github/skills/rl-dashboard and .opencode/skills/rl-dashboard in your project.

What does Rl Dashboard need to run?

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

Does Rl Dashboard 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 Dashboard 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 Dashboard use?

Rl Dashboard 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 Dashboard use?

About 356 tokens (SKILL.md is roughly 1.4k 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 Dashboard?

Skills that share tags, products or a category with Rl Dashboard: Turnstile Spin (cloudflare/skills, 3k stars), Webhome Homepage Builder (webhtv/webhtv, 1.7k stars), Kumo Design (elliothux/open-compute, 1.7k stars) and Web Design Picker (jamditis/claude-skills-journalism, 416 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Rl Dashboard?

LegoX (a GitHub organization) maintains it in LegoX/Lego-RL, which has 108 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.