jcosta33/swarm-skills

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write-feature Implement a feature task: build net-new behavior for a task packet's requirements, mapping every AC to a part of the …

jcosta33/swarm-skills

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empirical-proof Back every claim with verbatim pasted output. ALWAYS apply this skill on any task that writes code, runs validations,…

jcosta33/swarm-skills

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fix-flaky-test Stabilize a flaky, non-deterministic test: reproduce it by looping, name the category of nondeterminism, fix the caus…

jcosta33/swarm-skills

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implement-task Implement a Swarm task packet, long form: read the sources first, stay inside scope, run every Verify item and paste …

jcosta33/swarm-skills

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persona-architect The Architect stance: keep a spec's requirements free of smuggled implementation and each verifiable, surveying befor…

jcosta33/swarm-skills

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persona-auditor Sharpen audit writing with the Auditor stance: observation-not-prescription, file:line per finding, severity by impac…

jcosta33/swarm-skills

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persona-documentarian Adopt the Documentarian stance: human-facing docs for a reader who hasn't read the code and has one question — one Di…

jcosta33/swarm-skills

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persona-researcher Sharpen depth research into inquiry: claims grounded in checkable primary sources, observation distinct from claim, n…

jcosta33/swarm-skills

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persona-skeptic The Skeptic stance — refute by default: a claim is unproven until evidence forces the opposite conclusion. ALWAYS app…

jcosta33/swarm-skills

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persona-surveyor Adopt the Surveyor stance for breadth / inventory research — UX, market, and competitive surveys of what prevails acr…

jcosta33/swarm-skills

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write-documentation Implement a documentation task: write or update human-facing docs (README, tutorial, how-to, reference, explanation) …

jcosta33/swarm-skills

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write-fix Implement a fix task: reproduce the defect, patch the root cause, bind a regression test that fails before the patch …

jcosta33/swarm-skills

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write-migration Implement a migration or upgrade task: move the code from API A to API B — framework/library bump or API replacement …

jcosta33/swarm-skills

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write-performance Implement a performance task: optimize a measured bottleneck to a numeric target — baseline before any edit, identica…

jcosta33/swarm-skills

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write-refactor Implement a refactor task: restructure code while observable behavior holds, proven by an equivalence check that woul…

jcosta33/swarm-skills

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write-rewrite Implement a rewrite task: re-implement code whose behavior changes on purpose, proving the recorded delta with its ch…

jcosta33/swarm-skills

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write-testing Implement a testing task — tests are the deliverable: behavior through the public surface, one reason to fail per tes…

jcosta33/swarm-skills

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