swarm
Skill18 starsChanged 53 days agoMITView on GitHub
Fan out independent slices or coverage partitions and aggregate them with owner verification. Use for large audits, races, and parallel work.
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 80 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
Use isolated delegate workers when available.
“Common” is measured: kept by at least 6 in 10 of the 80 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Swarm
- Define a partition with minimal shared mutable state and one owner per slice.
- Give every worker exact scope, output schema, evidence requirements, and stop condition.
- Use isolated
delegateworkers when available. If not, execute slices sequentially and label the fallback. - Collect artifacts and evidence, not only prose summaries.
- The parent reconciles overlap, conflicts, and missing coverage, then independently checks high-impact findings or integrations.
- Return one deduplicated result and a coverage map.
Other versions83 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 83
- backnotprop/pstack★ 3.3ksame name
- langchain-ai/langchain-skills★ 1.3ksame name
- moeru-ai/xsai★ 665same name
- ZaxbyHub/opencode-swarm★ 517same name
- zaxbysauce/opencode-swarm★ 517same name
- guaardvark/guaardvark★ 296same name
- iha2/superlite★ 245same name
- apple-ouyang/book-to-skill★ 148same name
- jtaroreh/agystack★ 128same name
- uzairansaruzi/p3-stack★ 126same name
73 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use ketchup-video.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
3metaJunSkillketchup-video
Catch the user up like /ketchup, with a short subtitled video of slides for what happened and the waiting calls as text under it. Use for /ketchup-video.
Also in 9 projects that use this
In this repository57 other files it gives its agents.
- AGENTS.mdAGENTS.md
- architectSkill
- arenaSkill
- automate-meSkill
- benchmark-checklistSkill
- blast-radiusSkill
- broSkill
- correctSkill
- create-formal-verification-skillSkill
- create-verification-skillSkill
- figure-it-outSkill
- howSkill
- interrogateSkill
- in-your-own-wordsSkill
- ketchupSkill
- maintain-formal-verification-skillSkill
- maintain-verification-skillSkill
- make-bot-uiSkill
- no-commentsSkill
- poteto-helpSkill
- poteto-modeSkill
- principle-attack-the-premiseSkill
- principle-boundary-disciplineSkill
- principle-build-the-leverSkill
- principle-encode-lessons-in-structureSkill
- principle-exhaust-the-design-spaceSkill
- principle-experience-firstSkill
- principle-explain-the-numberSkill
- principle-fix-root-causesSkill
- principle-foundational-thinkingSkill
- principle-guard-the-context-windowSkill
- principle-laziness-protocolSkill
- principle-make-operations-idempotentSkill
- principle-migrate-callers-then-delete-legacy-apisSkill
- principle-minimize-reader-loadSkill
- principle-model-the-domainSkill
- principle-never-block-on-the-humanSkill
- principle-outcome-oriented-executionSkill
- principle-prove-it-worksSkill
- principle-redesign-from-first-principlesSkill
- principle-separate-before-serializing-shared-stateSkill
- principle-sequence-verifiable-unitsSkill
- principle-subtract-before-you-addSkill
- principle-test-behavior-not-implementationSkill
- principle-type-system-disciplineSkill
- recallSkill
- reflectSkill
- setup-pstackSkill
- sharpenSkill
- show-me-your-workSkill
- statechartSkill
- tddSkill
- teachSkill
- technical-writingSkill
- typescript-best-practicesSkill
- unslopSkill
- whySkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.