Skill
audit-context
Evaluates ambient context artifacts (CLAUDE.md, memory, local skills, settings hooks) for compatibility with swarm governance. Returns a classified report so…
Development
Skill
/define-rubric
Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
Install
$ npx -y skills add DheerG/swarms --skill define-rubric --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/define-rubric
Context preview
The summary Claude sees to decide when to auto-load this skill.
Builds measurable validation criteria when no existing standards apply. Invoked by team agents during review.
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.
Get the whole plugin
Other skills on swarm.
Skill
code-mode
Code mode operational spec for the team lead. Returns lead identity, facilitator identity, mode-specific rules, suggest-members guidance, and phase arc for…
Skill
gate-presentation
Returns the frozen gate constants — question, header, option labels and descriptions, digest field-list, and preview content — for every catalog gate. Invoked…
Skill
general-mode
General mode operational spec for the team lead. Returns lead identity, facilitator identity, suggest-members guidance, and phase arc for general-purpose…
Skill
independent-review-loo…
Independent review loop run before delivery in code work. An independent reviewer (Codex, or fresh Codex-style subagents) reads the whole PR against the…
Skill
reflect-outcome
Detects when a stated outcome names a specific instance — a mechanism-as-means or a single named product — where a category was meant, and returns a neutral…