Agent skill

GitHub Dashboard

by nexu-io in nexu-io/open-design

GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors.

Apache-2.0Auto-check passedDevelopment

Install GitHub Dashboard

skills CLI
$ npx skills add nexu-io/open-design --skill github-dashboard -a claude-code

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

GitHub CLI
$ gh skill install nexu-io/open-design github-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/nexu-io/open-design.git skills-src && mkdir -p .claude/skills && cp -r skills-src/design-templates/github-dashboard .claude/skills/github-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
github-dashboard
GitHub stars
100k
Token cost
~1.8k tokens
SKILL.md length
763 words
Files
7 (incl. references)
Skills in repo
244
Repo updated
First seen
Licence
Apache-2.0

At a glance

GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors.

  • Works in 6 steps: Resolve repository scope → Collect public GitHub data → Normalize into dashboard data → …
  • The brief asks for a GitHub repo dashboard
  • SKILL.md covers Resource map, When to use this skill, Workflow and Visual rules, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

GitHub Dashboard is an agent skill from nexu-io/open-design. GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboard, open-source growth report, repository health page, or GitHub analytics view.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/README.md`, `references/artifact-example.json` and `references/example-data.json`).

It sits in Development, covering Pull requests. It works with GitHub. The repository describes itself as: 🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes… The licence is Apache-2.0.

When your agent uses it

  • The brief asks for a GitHub repo dashboard
  • Open-source growth report
  • Repository health page
  • GitHub analytics view

Example prompts

  • “/github-dashboard”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Resolve repository scope
  2. Collect public GitHub data
  3. Normalize into dashboard data
  4. Apply the visual system
  5. Lay out the page
  6. Write the artifact

What it can do on your machine

Read from SKILL.md and the folder at commit 53231d4. 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

GitHub Dashboard loads about 1.8k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 763 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

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 nexu-io/open-design at commit 53231d4, republished under its Apache-2.0 licence (© nexu-io). 763 words, ~1,823 tokens.

Download SKILL.mdSave it as .claude/skills/github-dashboard/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.
name
github-dashboard
description
GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. Use when the brief asks for a GitHub repo dashboard, open-source growth report, repository health page, or GitHub analytics view.
triggers
github dashboard, repo dashboard, repository dashboard, github analytics, open source dashboard, github growth, 仓库看板, GitHub 看板
od.mode
prototype
od.platform
desktop
od.scenario
operation
od.capabilities_required
shell, file_write
od.example_prompt
Build a GitHub dashboard for nexu-io/open-design — stars, forks, contributors, issues, PRs, recent activity, and top contributors.

GitHub Dashboard Skill

Create a single-screen GitHub repository analytics dashboard in the FlowAI / Soft Paper Workspace visual style: warm off-white canvas, white rounded panels, a fixed left sidebar, compact KPI cards, pastel pills, dense tables, and low-contrast hairlines.

Resource map

github-dashboard/
├── SKILL.md
├── example.html                         ← rendered reference dashboard
└── references/
    ├── template.html                    ← live-artifact-compatible HTML template
    ├── example-data.json                ← normalized public GitHub data shape
    ├── artifact-example.json            ← minimal live-artifact create input
    └── provenance-example.json          ← safe source/provenance example

When to use this skill

Use this when the user asks for a dashboard or report about a single GitHub repository, for example:

  • repository growth dashboard
  • open-source project health report
  • GitHub stars / forks / contributors analytics
  • issue and pull-request activity page
  • maintainer / contributor dashboard

If the user asks for refreshability, source auditability, or scheduled updates, produce the live-artifact source set (template.html, data.json, artifact.json, provenance.json) and follow the live-artifact contract. If they only need a visual artifact, produce a self-contained index.html.

Workflow

  1. Resolve repository scope

    • Parse owner/repo from the brief.
    • This v1 skill is scoped to one repository. If multiple repositories are requested, ask the user to pick the primary repository or create one dashboard per repository.
    • If the repo is missing, ask one concise question for the GitHub URL or owner/repo.
  2. Collect public GitHub data

    • Prefer GitHub CLI/API for public repository data when available.
    • Current stars/forks/watchers/open issue count: GET /repos/{owner}/{repo} (stargazers_count, forks_count, watchers_count, open_issues_count).
    • Contributors: paginate GET /repos/{owner}/{repo}/contributors?per_page=100&page=N, sort by contributions descending, and take the top N used by the dashboard. If only page 1 is available, label totals as first-page estimates.
    • Issues: use GitHub Search API (repo:{owner}/{repo} is:issue) for total counts, or paginate GET /repos/{owner}/{repo}/issues?state=all and filter out items with a pull_request field.
    • Pull requests: use GitHub Search API (repo:{owner}/{repo} is:pr) for total counts, or paginate GET /repos/{owner}/{repo}/pulls?state=all and count pages via the Link header.
    • Recent activity: combine the newest issues and pull requests, normalize them into display-ready rows, and cap the preview list at 5–10 items.
    • Growth/delta metrics: GitHub REST does not expose complete historical star/fork deltas. Use GraphQL, stargazer event snapshots, the Events API where available, or explicitly mark deltas as estimated/synthetic in provenance.json.
    • Do not store auth tokens, raw HTTP envelopes, cookies, rate-limit headers, or private metadata.
  3. Normalize into dashboard data

    • Required repository: name, fullName, url, description, language, license, created, lastUpdated.
    • Required metrics: stars, forks, contributors, issues, pull requests. Store display-ready totals plus small deltas or growth notes.
    • Required contributors: top 5–8 contributors with login, avatar, and contributions.
    • Required recentActivity: display-ready rows with title, typeText, typeClass, label, labelClass, author, authorAvatar, and updated. Do not rely on template conditionals for issue/PR switching.
    • Chart data can be synthetic only when GitHub does not expose the exact history; document the transformation in provenance.
  4. Apply the visual system

    • Use the active DESIGN.md tokens when present.
    • If no design system is provided, use the Soft Paper defaults reflected in references/template.html: #F2F2F0 canvas, white cards, #ECECEA borders, #0A0A0A ink, Geist/Inter typography, 256px sidebar, 48px topbar, and 16px card radius.
    • Keep color small and semantic: green for healthy metrics, amber for warning, blue for feature/PR labels, red only for defects or risk.
  5. Lay out the page

    • Shell: 256px sidebar + main panel, both white, rounded 16px, 1px hairline border.
    • Topbar: repo context on the left, refresh/export/action affordances on the right.
    • Header: repository name, description, and date/settings/actions row.
    • KPI strip: 5 compact cards for stars, forks, contributors, issues, PRs.
    • Main grid: 2fr/1fr split with a growth chart or activity table on the left and top contributors/health cards on the right.
    • Footer: provenance/last-updated note in small muted text.
  6. Write the artifact

    • For a static artifact, write one self-contained index.html with inline CSS and no external JS libraries.
    • For a live artifact, write template.html, data.json, artifact.json, and provenance.json; index.html is derived by the daemon.
    • Tag major regions with stable data-od-id values: sidebar, topbar, repo-header, kpi-strip, growth-chart, contributors, activity, provenance.
Show full SKILL.md (156 more words)Show less

Visual rules

  • Light mode only.
  • 256px fixed sidebar on desktop; stack on narrow screens.
  • 4 or 5 KPI cards in the first row.
  • Use tabular lining numerals for all counts.
  • Avatars are circular, 28–32px in tables and contributor lists.
  • Tables use 13px body text, 11px uppercase column labels, 1px row dividers.
  • Cards use hairline borders and a barely visible shadow at most: 0 1px 2px rgba(10,10,10,.04), 0 1px 1px rgba(10,10,10,.02).
  • Do not use gradients except tiny workflow/repo icon placeholders.
  • Do not make the page look like GitHub itself. This is a custom operational dashboard, not a GitHub UI clone.

Self-check

  • Every metric has a source or a provenance note.
  • No private data or credentials are persisted.
  • Data labels are specific to the repository, not placeholders.
  • The screen still reads clearly at 50% zoom.
  • The dashboard uses at most one solid black primary action per area.
  • Status labels and issue/PR chips are pastel pills, not saturated badges.

© nexu-io, 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 6 other files (references) in design-templates/github-dashboard of nexu-io/open-design.

  • SKILL.md
  • example.html
  • references/README.md
  • references/artifact-example.json
  • references/example-data.json
  • references/provenance-example.json
  • references/template.html

Open the folder on GitHubat commit 53231d4

Compare with similar skills

GitHub 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.

GitHub Dashboard compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
GitHub Dashboard this skillnexu-io/open-design100k—~1.8kAutomated safety check: PassApache-2.0
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0
Check PRonyx-dot-app/onyx32k2 repos~2.3kAutomated safety check: PassMIT
Contributor-First PR MergeHKUDS/OpenHarness16k1 repos~847Automated safety check: PassMIT
Create Pull Requestcline/cline70k1 repos~1.6kAutomated safety check: PassApache-2.0
Pull Request Title and Body Writeropeninterpreter/openinterpreter69k2 repos~1.1kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about GitHub Dashboard

What does GitHub Dashboard do?

GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors. GitHub Dashboard is an agent skill from nexu-io/open-design. GitHub repository analytics dashboard — stars, forks, contributors, issues, pull requests, recent activity, and top contributors.

When should I use GitHub Dashboard?

GitHub Dashboard fits situations like: the brief asks for a GitHub repo dashboard; open-source growth report; repository health page; GitHub analytics view.

How do I install GitHub Dashboard in Claude Code?

Run `npx skills add nexu-io/open-design --skill github-dashboard -a claude-code`. Or copy the skill folder (design-templates/github-dashboard in nexu-io/open-design) into .claude/skills/github-dashboard in your project. Claude Code loads it when a task matches its description.

How do I install GitHub Dashboard in Codex?

Run `npx skills add nexu-io/open-design --skill github-dashboard -a codex`. Or copy the skill folder (design-templates/github-dashboard in nexu-io/open-design) into .agents/skills/github-dashboard in your project. Codex loads it when a task matches its description.

Can I use GitHub 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 nexu-io/open-design --skill github-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/github-dashboard, .gemini/skills/github-dashboard, .github/skills/github-dashboard and .opencode/skills/github-dashboard in your project.

What does GitHub Dashboard need to run?

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

Does GitHub 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 GitHub 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 GitHub Dashboard use?

GitHub 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 GitHub Dashboard use?

About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 9k tokens, read only when the agent opens those files.

What are the alternatives to GitHub Dashboard?

Skills that share tags, products or a category with GitHub Dashboard: PR Babysitter (openinterpreter/openinterpreter, 69k stars), Check PR (onyx-dot-app/onyx, 32k stars), Contributor-First PR Merge (HKUDS/OpenHarness, 16k stars) and Create Pull Request (cline/cline, 70k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains GitHub Dashboard?

nexu-io (a GitHub organization) maintains it in nexu-io/open-design, which has 99,739 GitHub stars. The repository holds 244 skills in this directory. The repository was last updated on October 7, 2026.

Source: nexu-io/open-design on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.