PIXARTSeu/Synapse

Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.

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9Stars on the repository
200Mods indexed here, across every type
14d agoLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

python-pro

73

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when building Python 3.11+ applications requiring type safety, async programming, or robust error handling. Generates type-annotated Python code, configures mypy in strict mode, writes pytest test suites with fixtures and mocking, and validates code with black and ruff. Invoke for type hints, async/await patterns…

not rated 9 +1 14d ago A 83 tokens

rag-architect

74

PIXARTSeu/Synapse

Skill Claude CodeCodex

Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines, applying reranking, and evaluating retrieval quality. Use when building RAG systems, vector databases, or knowledge-grounded AI applications requiring semantic…

not rated 9 +1 14d ago A 73 tokens

rails-expert

75

PIXARTSeu/Synapse

Skill Claude CodeCodex

Rails 7+ specialist that optimizes Active Record queries with includes/eagerload, implements Turbo Frames and Turbo Streams for partial page updates, configures Action Cable for WebSocket connections, sets up Sidekiq workers for background job processing, and writes comprehensive RSpec test suites. Use when building…

not rated 9 +1 14d ago A 104 tokens

react-expert

76

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when building React 18+ applications in .jsx or .tsx files, Next.js App Router projects, or create-react-app setups. Creates components, implements custom hooks, debugs rendering issues, migrates class components to functional, and implements state management. Invoke for Server Components, Suspense boundaries…

not rated 9 +1 14d ago A 79 tokens

PIXARTSeu/Synapse

Skill Codex

Provides React Native performance optimization guidelines for FPS, TTI, bundle size, memory leaks, re-renders, and animations. Applies to tasks involving Hermes optimization, JS thread blocking, bridge overhead, FlashList, native modules, or debugging jank and frame drops.

not rated 9 +1 14d ago A 60 tokens

PIXARTSeu/Synapse

Skill Codex

Provides an incremental adoption strategy to migrate native iOS or Android apps to React Native or Expo using @callstack/react-native-brownfield for initial setup. Use when planning migration steps, packaging XCFramework/AAR artifacts, and integrating them into host apps.

not rated 9 +1 14d ago A 59 tokens

react-native-expert

79

PIXARTSeu/Synapse

Skill Claude CodeCodex

Builds, optimizes, and debugs cross-platform mobile applications with React Native and Expo. Implements navigation hierarchies (tabs, stacks, drawers), configures native modules, optimizes FlatList rendering with memo and useCallback, and handles platform-specific code for iOS and Android. Use when building a React…

not rated 9 +1 14d ago A 99 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation.

not rated 9 +1 14d ago A 38 tokens

redesign-skill

81

PIXARTSeu/Synapse

Skill Claude CodeCodex

Premium redesign of existing sites and apps (taste-skill family): audits the current design, removes generic AI patterns, and applies high-end standards without breaking functionality; works with any CSS framework or vanilla CSS. Complements hallmark's redesign mode; use for upgrading an existing site's visual quality…

not rated 9 +1 14d ago A 64 tokens

redis-development

82

PIXARTSeu/Synapse

Skill Claude CodeCodex

Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.

not rated 9 +1 14d ago A 44 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when completing tasks, implementing major features, or before merging to verify work meets requirements.

not rated 9 +1 14d ago A 22 tokens

rust-engineer

84

PIXARTSeu/Synapse

Skill Claude CodeCodex

Writes, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns, manages lifetimes, designs trait hierarchies, builds async applications with tokio, and structures error handling with Result/Option. Use when building Rust applications, solving ownership or…

not rated 9 +1 14d ago A 120 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Writes and debugs Apex code, builds Lightning Web Components, optimizes SOQL queries, implements triggers, batch jobs, platform events, and integrations on the Salesforce platform. Use when developing Salesforce applications, customizing CRM workflows, managing governor limits, bulk processing, or setting up…

not rated 9 +1 14d ago A 66 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when implementing authentication/authorization, securing user input, or preventing OWASP Top 10 vulnerabilities — including custom security implementations such as hashing passwords with bcrypt/argon2, sanitizing SQL queries with parameterized statements, configuring CORS/CSP headers, validating input with Zod…

not rated 9 +1 14d ago A 113 tokens

security-reviewer

87

PIXARTSeu/Synapse

Skill Claude Code

Identifies security vulnerabilities, generates structured audit reports with severity ratings, and provides actionable remediation guidance. Use when conducting security audits, reviewing code for vulnerabilities, or analyzing infrastructure security. Invoke for SAST scans, penetration testing, DevSecOps practices…

not rated 9 +1 14d ago A 80 tokens

shopify-expert

88

PIXARTSeu/Synapse

Skill Claude CodeCodex

Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts. Use when building or customizing Shopify themes, creating Hydrogen or custom React storefronts, developing…

not rated 9 +1 14d ago A 117 tokens

soft-skill

89

PIXARTSeu/Synapse

Skill Claude CodeCodex

Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic.

not rated 9 +1 14d ago A 51 tokens

spark-engineer

90

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure…

not rated 9 +1 14d ago A 75 tokens

spec-miner

91

PIXARTSeu/Synapse

Skill Claude Code

Reverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented systems, inherited projects, or old codebases with no documentation. Invoke to map code dependencies, generate API documentation from source, identify undocumented business logic, figure…

not rated 9 +1 14d ago A 100 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configures reactive WebFlux endpoints. Use when building Spring Boot 3.x applications, microservices, or reactive Java applications; invoke for Spring Data…

not rated 9 +1 14d ago A 91 tokens

sql-pro

93

PIXARTSeu/Synapse

Skill Claude CodeCodex

Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregations, mentions database performance issues, or wants to design or migrate a schema. Invoke for complex queries, window functions, CTEs…

not rated 9 +1 14d ago A 115 tokens

sre-engineer

94

PIXARTSeu/Synapse

Skill Claude CodeCodex

Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for production systems. Use when defining SLIs/SLOs, managing error budgets, building reliable systems at scale, incident…

not rated 9 +1 14d ago A 67 tokens

PIXARTSeu/Synapse

Skill Claude CodeCodex

Use when executing implementation plans with independent tasks in the current session. Triggers on: "execute the plan here", "dispatch subagents", "implement with reviews", any same-session execution request. Dispatches fresh subagent per task with two-stage review (spec compliance then code quality).

not rated 9 +1 14d ago A 62 tokens

swift-expert

96

PIXARTSeu/Synapse

Skill Claude CodeCodex

Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, implements actors for thread safety, and debugs Swift-specific issues. Use when building iOS/macOS applications with Swift 5.9+, SwiftUI, or async/await…

not rated 9 +1 14d ago A 98 tokens

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