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Claude Skills by majiayu000
github.com/majiayu00015,502 skills859 installs33,165 views
- Effect AiThis skill should be used when the user asks about "Effect AI", "@effect/ai", "LLM integration", "AI tool use", "AI execution planning", "building AI agents", "AI providers", "structured AI output", "AI completions", "Effect OpenAI", "Effect Anthropic", or needs to understand how Effect integrates with AI/LLM services.Votes: 0GitHub stars: 666
- Effect Atom IntegrationAtom.runtime, Atom.make, runtimeAtom.fn, operation atoms, Result handling. Atom-as-State doctrine for integrating Effect services with React.Votes: 0GitHub stars: 666
- Effect Collections DatastructsValue-based data structures (Data.struct, tuple, array) and high-performance collections (Chunk, HashSet). Use for safe comparisons and pipelines.Votes: 0GitHub stars: 666
- Effect Concurrency Fibers Mepuka AdjunctConcurrency with Effect.all, forEach concurrency, Fiber lifecycle, race and timeouts. Use for parallelizing tasks safely.Votes: 0GitHub stars: 666
- Effect ConcurrencyUse when Effect concurrency patterns including fibers, fork, join, parallel execution, and race conditions. Use for concurrent operations in Effect applications.Votes: 0GitHub stars: 666
- Effect Config Schema Mepuka AdjunctConfig loading and Schema validation/transform. Use when defining configuration or validating inputs.Votes: 0GitHub stars: 666
- Effect Core PatternsUse when Effect core patterns including Effect<A, E, R> type, succeed, fail, sync, promise, and Effect.gen for composing effects. Use for basic Effect operations.Votes: 0GitHub stars: 666
- Effect CoreThis skill should be used ANY TIME you're writing TypeScript with Effect, especially when the user asks about "Effect type", "creating effects", "running effects", "Effect.gen", "Effect.succeed", "Effect.fail", "Effect.sync", "Effect.promise", "Effect.tryPromise", "Effect.runPromise", "Effect.runSync", "pipe", "andThen", "flatMap", "map", "Effect basics", or needs to understand the fundamental Effect<Success, Error, Requirements> type and how to create, compose, and run effects.Votes: 0GitHub stars: 666
- Effect Dependency InjectionUse when Effect dependency injection patterns including Context, Layer, service definitions, and dependency composition. Use for managing dependencies in Effect applications.Votes: 0GitHub stars: 666
- Effect Error HandlingUse when Effect error handling patterns including catchAll, catchTag, either, option, and typed errors. Use for handling expected errors in Effect applications.Votes: 0GitHub stars: 666
- Effect Errors Retries Mepuka AdjunctError modeling and recovery with TaggedError, catchTag(s), mapError, and retry schedules. Use when defining errors or adding resilience.Votes: 0GitHub stars: 666
- Effect FoundationsCore Effect foundations and style for a coding agent. Use when starting an Effect task, choosing operators, or structuring a small pipeline.Votes: 0GitHub stars: 666
- Effect Http Routing Mepuka AdjunctHTTP server, routing, JSON responses and dependencies via layers. Use when wiring endpoints and services.Votes: 0GitHub stars: 666
- Effect Index Mepuka AdjunctSkill index and decision guide. Use to pick the right Effect Skill quickly and follow a minimal decision tree.Votes: 0GitHub stars: 666
- Effect Layers Services Mepuka AdjunctDefine services, provide layers, compose dependencies, and switch live/test. Use for DI boundaries and app composition.Votes: 0GitHub stars: 666
- Effect Logging DisciplineEnforce Effect.log over console.log in TMNL. Effect-native logging provides structured output, dynamic log levels, annotations, spans, and observability integration.Votes: 0GitHub stars: 666
- Effect LookupQuick lookup for Effect TypeScript library APIs, patterns, and source code. Use when you need to find Effect functions, understand Effect patterns, or look up implementation details.Votes: 0GitHub stars: 666
- Effect Match PatternsEffect.Match for discriminated unions, Queue/PubSub for concurrency, Fiber lifecycle, and HashMap for registries. Covers patterns missing from effect-patterns skill.Votes: 0GitHub stars: 666
- Effect Patterns Hub Mepuka AdjunctComplete catalog of 130+ Effect-TS patterns from EffectPatterns repository. Use when looking for specific implementation patterns, best practices, or real-world examples. Complements other skills with concrete, curated patterns.Votes: 0GitHub stars: 666
- Effect PatternsEffect-TS pattern reference for TMNL. Invoke when implementing services, schemas, atoms, or Effect-based architecture. Provides canonical file locations and pattern precedents.Votes: 0GitHub stars: 666
- Effect Queues Background Mepuka AdjunctQueue and PubSub patterns, background fibers, and graceful shutdown. Use for decoupling producers/consumers.Votes: 0GitHub stars: 666
- Effect RegexExpert regex pattern generation, optimization, testing, and explanation using deterministic AST-based construction. Use when user needs to create, test, optimize, or understand regex patterns, parse CLI commands, validate inputs, or build complex text matching patterns.Votes: 0GitHub stars: 666
- Effect ResearchEffect-TS specialized research via deepwiki and submodules. Query Effect-TS/effect, tim-smart/effect-atom for verified patterns. Enforces grounded verification before implementation.Votes: 0GitHub stars: 666
- Effect Resource ManagementUse when Effect resource management patterns including Scope, addFinalizer, scoped effects, and automatic cleanup. Use for managing resources in Effect applications.Votes: 0GitHub stars: 666
- Effect Resources Scope Mepuka AdjunctResource safety with acquireRelease, Effect.scoped, and finalizers. Use when opening files, sockets, servers, or external handles.Votes: 0GitHub stars: 666
- Effect Schema MasterySchema.TaggedStruct, Schema.TaggedClass, branded types, refinements, transformations. Pattern matching on _tag. Covers runtime validation, type inference, and schema composition for Effect-TS.Votes: 0GitHub stars: 666
- Effect Schema PatternsEffect Schema conventions and patterns. Triggers on Schema class creation, tagged unions, enums, type guards, or test fixtures using Effect Schema.Votes: 0GitHub stars: 666
- Effect SchemaDefine Effect schemas that are verified against domain types. Use when authoring or updating Effect Schema definitions, or when the user mentions schema/type parity, satisfies, or tsafe Equals checks.Votes: 0GitHub stars: 666
- Effect Scope ResourcesInstructions on how to properly utilize Effect scopes for resource management, lifecycle concerns, etc.Votes: 0GitHub stars: 666
- Effect Service AuthoringCreating Effect.Service<>() classes, Context.Tag patterns, Layer composition. Decision trees for when to use which pattern. Covers service definition, dependency injection, and layer management.Votes: 0GitHub stars: 666
- Effect ServiceGenerate new Effect-TS services with proper patterns. Use when creating new services, layers, or adding methods to existing services.Votes: 0GitHub stars: 666
- Effect SizeCalculate and interpret effect sizes for statistical analyses. Use when: (1) Reporting research results to show practical significance, (2) Meta-analysis to combine study results, (3) Grant writing to justify expected effects, (4) Interpreting published studies beyond p-values, (5) Sample size planning for power analysis.Votes: 0GitHub stars: 666
- Effect Sql DbEffect patterns for SQL databases (Drizzle/Kysely/Prisma): services, transactions, retries, streaming, and observability.Votes: 0GitHub stars: 666
- Effect Stream PatternsStream creation, consumption, transformation. Stream.async, Stream.fromSchedule, Stream.runForEach. Progressive data patterns for Effect-TS streams.Votes: 0GitHub stars: 666
- Effect Streams Pipelines Mepuka AdjunctStream creation, transformation, sinks, batching, and resilience. Use when building data pipelines with concurrency and backpressure.Votes: 0GitHub stars: 666
- Effect Testing MockingTesting patterns with layers, mocks, and deterministic time. Use when preparing testable services and small smoke tests.Votes: 0GitHub stars: 666
- Effect TestingUse when testing Effect code including Effect.gen in tests, test layers, mocking services, and testing error scenarios. Use for writing tests for Effect applications.Votes: 0GitHub stars: 666
- Effect Time Tracing Logging Mepuka AdjunctTime with Clock/Duration, tracing spans, and structured logging. Use for time-based logic, deadlines, and observability.Votes: 0GitHub stars: 666
- Effect Ts 7layer Architecture7-layer Effect-TS architecture for Holochain applications. Use when implementing domains, validating architecture, or creating stores with standardized patterns.Votes: 0GitHub stars: 666
- Effect Ts TestingTesting guidelines and patterns for Effect-based code.Votes: 0GitHub stars: 666
- Effect TsEffect-TS snippets, templates, and examples for Effect usage.Votes: 0GitHub stars: 666
- EffectEffect TypeScript best practices. Use when implementing Effect features like services, layers, error handling, or patterns. Triggers on: Effect, service, layer, schema, error handling.Votes: 0GitHub stars: 666
- Effective Commenting StrategiesUse this skill when writing, reviewing, or maintaining code comments. Apply these strategies to ensure comments explain intent rather than repeat code, use maintainable styles, and follow density guidelines. This skill covers comment types, style best practices, and performance considerations.Votes: 0GitHub stars: 666
- Effective ContextUse when symfony effective contextVotes: 0GitHub stars: 666
- Effective GoAnalyzes and refactors Go code using Effective Go principles. Use when refactoring Go code, identifying anti-patterns, improving Go idioms, or applying Go best practices.Votes: 0GitHub stars: 666
- Effective JavaJava best practices guide based on Effective Java. Use when reviewing Java code, discussing design patterns, object creation, equals/hashCode, Optional, Stream API, exception handling, or concurrency. Applies Joshua Bloch's principles.Votes: 0GitHub stars: 666
- Effective Rent AnalyzerExpert in effective rent calculations using Ponzi Rental Rate (PRR) framework. Use when calculating NER, NPV, breakeven analysis, landlord investment returns, or analyzing lease deal economics. Key terms include net effective rent, gross effective rent, NPV of lease deal, breakeven NER, fully levered breakeven, sinking fund, capital recovery, tenant incentives, TI allowance, free rent, leasing commissionsVotes: 0GitHub stars: 666
- Effective TasksBest practices for writing SIMBL tasks that Claude can execute with zero context. Use when creating or refining tasks for maximum clarity.Votes: 0GitHub stars: 666
- Effective ToposFloxHub publication `bmorphism/effective-topos` - a comprehensive developmentVotes: 0GitHub stars: 666
- Effector PatternsEffector state management patterns and CRITICAL anti-patterns for ChainGraph frontend. Use when writing Effector stores, events, effects, samples, or any reactive state code. Contains anti-patterns to AVOID like $store.getState(). Covers domains, patronum utilities, global reset. Triggers: effector, store, createStore, createEvent, createEffect, sample, combine, attach, domain, $, useUnit, getState, anti-pattern, patronum.Votes: 0GitHub stars: 666