Development
Skill
/define-rubric
Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
Claude Code
$ npx -y skills add DheerG/swarms --skill define-rubric --agent claude-code
Codex
$ npx skills add DheerG/swarms --skill define-rubric -a codex -y
Cursor
$ npx skills add DheerG/swarms --skill define-rubric -a cursor -y
Gemini CLI
$ npx skills add DheerG/swarms --skill define-rubric -a gemini-cli -y
GitHub Copilot
$ npx skills add DheerG/swarms --skill define-rubric -a github-copilot -y
OpenCode
$ npx skills add DheerG/swarms --skill define-rubric -a opencode -y
Windsurf
$ npx skills add DheerG/swarms --skill define-rubric -a windsurf -y
SKILL.md
define-rubric.SKILL.mdname: define-rubric user-invocable: false description: | Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
The team can't find existing standards. Help them build a rubric.
Ask: what does the output look like when it's right? Get specific, measurable answers. File sizes, response times, value ranges, visual correctness, behavioral expectations. If the user or team can't quantify it, ask what they'd check manually. If they don't know the values yet, the rubric item becomes an experiment: produce a sample, measure the property, decide if it's acceptable.
The rubric is a short list of pass/fail criteria the team agrees on before execution starts. Keep it concrete.
The team will review output against these criteria in a loop — refining until confidence reaches 9/10+. Write criteria that guide improvement, not just pass/fail. When no test suite exists, this rubric is the testing framework.
Ships withswarm
Describe what you want. Get a reviewed, ship-ready PR — without babysitting the agent.
8513 skills2 agents
Stars on GitHub
Momentum
- stars in total
- 85
Other skills on swarm.
More skills from other plugins.
Auto-invoked
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
@obraInstall Skillask-matt
Ask which skill or flow fits your situation. A router over the skills in this repo.
@mattpocockInstall SkillAuto-invoked
Questions about define-rubric.
- Which coding agents can use define-rubric?
- define-rubric installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.