Model effects, failures, resources, and execution boundaries in Effect, Cats Effect 3, or ZIO codebases.
npx skills add https://github.com/nmnmcc/skills --skill effect-nmnmcc
Please help me install this Agent Skill. Skill: effect Source: https://github.com/nmnmcc/skills/tree/main/skills/effect Command: npx skills add https://github.com/nmnmcc/skills --skill effect-nmnmcc
This Skill helps you design, write, review, and debug code so that effects, dependencies, failures, resource lifetimes, and execution boundaries stay visible instead of hidden in control flow.
Use the effect skill to analyze this codebase and tell me how to keep its effects, failures, resources, and execution boundaries explicit.
High-intent search queries and answers about installing and using this skill.
To keep effects explicit, model observable work, failures, and resource cleanup directly within your chosen effect system like Effect, Cats Effect 3, or ZIO, preserving ownership and execution boundaries throughout the code.
Handling concurrency and cancellation in ZIO or Cats Effect requires modeling state changes explicitly within the effect system, keeping supported work inside its boundaries and verifying behavior before using any non-effectful escape hatch.
Designing effect-aware code involves modeling dependencies and execution boundaries visibly, matching the installed public API of your effect system, and requiring explicit approval before relying on any unavoidable escape hatches.
Escape hatches in Cats Effect 3 or ZIO require explicit approval before use, ensuring supported work stays inside the effect system while preserving ownership and cleanup for any unavoidable boundary crossings.
Effect system code fails to preserve resource lifetimes when cleanup is hidden in control flow, which this approach solves by modeling failures and cleanup explicitly and verifying runtime behavior before trusting the solution.
Yes, you must verify the real public API, installed version, tests, and runtime behavior before implementing effects, ensuring the solution matches the project's existing effect system patterns and preserves safe execution.
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