Agent skill

Contribute

by superset-sh in superset-sh/superset

Set up a Superset open-source contribution, from forking and cloning superset-sh/superset through local dev setup and the repo's rules to a merge-ready PR.

Custom licenceAuto-check passedDevelopment

Install Contribute

skills CLI
$ npx skills add superset-sh/superset --skill contribute -a claude-code

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

GitHub CLI
$ gh skill install superset-sh/superset contribute --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/superset-sh/superset.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/superset/skills/contribute .claude/skills/contribute && 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
contribute
GitHub stars
15k
Token cost
~624 tokens
SKILL.md length
308 words
Files
2
Skills in repo
47
Repo updated
First seen
Licence
Custom licence

At a glance

Set up a Superset open-source contribution, from forking and cloning superset-sh/superset through local dev setup and the repo's rules to a merge-ready PR.

  • Works in 4 steps: Scope first → Set up → Make it merge-ready → …
  • The user wants to contribute to Superset
  • SKILL.md covers 1. Scope first, 2. Set up, 3. Make it merge-ready and 4. Open it
  • Calls bun and gh

What it does

Contribute is an agent skill from superset-sh/superset. Set up a Superset open-source contribution, from forking and cloning superset-sh/superset through local dev setup and the repo's rules to a merge-ready PR. Use when the user wants to contribute to Superset, fix a Superset bug themselves, add a feature to Superset, or prepare a PR against superset-sh/superset.

Its SKILL.md is about 620 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 Development. The repository describes itself as: Superset is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent with your own subscription.

When your agent uses it

  • The user wants to contribute to Superset
  • Fix a Superset bug themselves
  • Add a feature to Superset
  • Prepare a PR against superset-sh/superset

Example prompts

  • “/contribute”

Requirements

  • Pre-approved tools (allowed-tools): Bash(gh:*), Bash(bun:*), Bash(git:*)

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Scope first
  2. Set up
  3. Make it merge-ready
  4. Open it

What it can do on your machine

Read from SKILL.md and the folder at commit 4ec5b6e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash(gh:*)
    • Bash(bun:*)
    • Bash(git:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • bun
    • gh

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

  • Network

    No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

    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

Contribute loads about 624 tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 308 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~80
When it runs · the whole SKILL.md, loaded when a task matches
~624

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 308 words (~624 tokens).

“Take the user from "I want to fix/build X in Superset" to a merge-ready PR that follows the repo's rules. If the checked-out repo has CONTRIBUTING.md, DEVELOPMENT.md, or AGENTS.md, those files are authoritative; read them and prefer them over this…”

— opening of SKILL.md by superset-sh, Custom licence
name
contribute
allowed-tools
Bash(gh:*), Bash(bun:*), Bash(git:*)
argument-hint
what they want to contribute

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in plugins/superset/skills/contribute of superset-sh/superset.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit 4ec5b6e

Compare with similar skills

Contribute 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.

Contribute compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Contribute this skillsuperset-sh/superset15k—~624Automated safety check: PassCustom licence
Trellis Session Insightmindfold-ai/Trellis15k4 repos~1.7kAutomated safety check: PassAGPL-3.0
Warp Factory Fileswarpdotdev/warp65k1 repos~2.5kAutomated safety check: PassAGPL-3.0
Migrate Core Code to Submodulestinyhumansai/openhuman42k—~2.6kAutomated safety check: PassGPL-3.0
Analyze Logsactivepieces/activepieces25k1 repos~1.6kAutomated safety check: PassMIT
GitHub Review Iterationprisma/orm48k—~2.2kAutomated safety check: PassApache-2.0

Similar skills

  • Trellis Session Insight

    mindfold-ai/Trellis

    Reach into past AI conversation history through the trellis mem CLI.

    15k GitHub starsUsed in 4 repos~1.7k tokens
    DevelopmentAuto-check passed
  • Warp Factory Files

    warpdotdev/warp

    Authors and edits file-based Warp software factory definitions rooted at factory.yaml, covering agents, automations, scorers and webhooks, and validates them before a pull request.

    65k GitHub starsUsed in 1 repo~2.5k tokens
    DevelopmentAuto-check passed
  • Migrate Core Code to Submodules

    tinyhumansai/openhuman

    Plans and carries out moving non-host-specific code and its tests from the OpenHuman core into vendored tiny submodule libraries, then releases the submodule and re-pins the host.

    42k GitHub stars~2.6k tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Analyze Logs

    activepieces/activepieces

    Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces.

    25k GitHub starsUsed in 1 repo~1.6k tokens
    DevelopmentAuto-check passed
  • Official

    Runs a loop on a GitHub pull request: fetch review state, triage comments into actions, implement them and resolve threads, repeating until nothing actionable is left.

    48k GitHub stars~2.2k tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Release

    PrefectHQ/fastmcp

    Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.

    28k GitHub stars~2.9k tokensUpdated yesterday
    DevelopmentAuto-check passed

More from superset-sh/superset

All 47 skills in this repo
  • Mobile Demo Film Editor

    superset-sh/superset

    Edits real mobile screen recordings into a configurable demo video with phone framing, title cards, cutaways and an end card, using a bundled renderer.

    15k GitHub stars~1.8k tokensUpdated yesterday
    Auto-check passed
  • Superset Agent Standup

    superset-sh/superset

    Sweeps every Superset workspace, task and agent terminal to report what finished, what needs review and what is blocked, read-only, and can publish the digest as a page.

    15k GitHub stars~712 tokensUpdated yesterday
    Auto-check passed
  • Superset Browser Control

    superset-sh/superset

    Opens pages, takes screenshots, reads the console, clicks and types in the browser panes of a Superset workspace, with Browser Use as a fallback for other browsers.

    15k GitHub stars~2.9k tokensUpdated yesterday
    Auto-check passed
  • Superset Automate

    superset-sh/superset

    Turns a recurring chore into a scheduled or event-triggered Superset agent, drafting its prompt, picking a target and trigger, and reviewing the first run.

    15k GitHub stars~1.4k tokensUpdated yesterday
    Auto-check passed
  • Generates a Drizzle migration on a fresh Neon branch and runs a production-safety checklist for table sizes, lock order and load rehearsal before the PR opens.

    15k GitHub stars~2k tokensUpdated yesterday
    Auto-check: notes
  • Superset Feedback Reporter

    superset-sh/superset

    Turns a bug report or feature request about Superset into a short, scannable write-up and submits it privately or as a public GitHub issue.

    15k GitHub stars~2.9k tokensUpdated yesterday
    Auto-check passed

Questions about Contribute

What does Contribute do?

Set up a Superset open-source contribution, from forking and cloning superset-sh/superset through local dev setup and the repo's rules to a merge-ready PR. Contribute is an agent skill from superset-sh/superset. Set up a Superset open-source contribution, from forking and cloning superset-sh/superset through local dev setup and the repo's rules to a merge-ready PR.

When should I use Contribute?

Contribute fits situations like: the user wants to contribute to Superset; fix a Superset bug themselves; add a feature to Superset; prepare a PR against superset-sh/superset.

How do I install Contribute in Claude Code?

Run `npx skills add superset-sh/superset --skill contribute -a claude-code`. Or copy the skill folder (plugins/superset/skills/contribute in superset-sh/superset) into .claude/skills/contribute in your project. Claude Code loads it when a task matches its description.

How do I install Contribute in Codex?

Run `npx skills add superset-sh/superset --skill contribute -a codex`. Or copy the skill folder (plugins/superset/skills/contribute in superset-sh/superset) into .agents/skills/contribute in your project. Codex loads it when a task matches its description.

Can I use Contribute 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 superset-sh/superset --skill contribute -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/contribute, .gemini/skills/contribute, .github/skills/contribute and .opencode/skills/contribute in your project.

What does Contribute need to run?

Going by SKILL.md and its folder, Contribute needs the command-line tools its instructions call (bun and gh). Its frontmatter pre-approves these tools: Bash(gh:*), Bash(bun:*), Bash(git:*).

Does Contribute access the network?

SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Contribute 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 Contribute use?

Contribute has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Contribute use?

About 624 tokens (SKILL.md is roughly 2.5k 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 Contribute?

Skills that share tags, products or a category with Contribute: Trellis Session Insight (mindfold-ai/Trellis, 15k stars), Warp Factory Files (warpdotdev/warp, 65k stars), Migrate Core Code to Submodules (tinyhumansai/openhuman, 42k stars) and Analyze Logs (activepieces/activepieces, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Contribute?

superset-sh (a GitHub organization) maintains it in superset-sh/superset, which has 15,042 GitHub stars. The repository holds 47 skills in this directory. The repository was last updated on October 10, 2026.

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