Source

yonatangross/orchestkit

301 skills · 30.7K combined installs

Skills from this source

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Skill
Source
8W Activity
Installs
1
contextual-retrieval Anthropic's Contextual Retrieval technique for improved RAG. Use when chunks lose context during retrieval, implement…
yonatangross/orchestkit
20
2
idempotency-patterns Idempotency patterns for APIs and event handlers. Use when implementing exactly-once semantics, deduplicating request…
yonatangross/orchestkit
20
3
langgraph-routing LangGraph conditional routing patterns. Use when implementing dynamic routing based on state, creating branching work…
yonatangross/orchestkit
20
4
render-optimization React render performance patterns including React Compiler integration, memoization strategies, TanStack Virtual, and…
yonatangross/orchestkit
20
5
agent-loops Agentic workflow patterns for autonomous LLM reasoning. Use when building ReAct agents, implementing reasoning loops,…
yonatangross/orchestkit
19
6
agentic-rag-patterns Advanced RAG with Self-RAG, Corrective-RAG, and knowledge graphs. Use when building agentic RAG pipelines, adaptive r…
yonatangross/orchestkit
19
7
background-jobs Async task processing with Celery, ARQ, and Redis for Python backends. Use when implementing background tasks, job qu…
yonatangross/orchestkit
19
8
browser-content-capture Capture content from JavaScript-rendered pages, login-protected sites, and multi-page documentation using agent-brows…
yonatangross/orchestkit
19
9
design-stylecards Declarative catalog of named aesthetic recipes — exact shadow stacks, glass surfaces, gradient treatments, and type s…
yonatangross/orchestkit
19
10
e2e-testing End-to-end testing with Playwright 1.58+. Use when testing critical user journeys, browser automation, cross-browser …
yonatangross/orchestkit
19
11
edge-computing-patterns Use when deploying to Cloudflare Workers, Vercel Edge, or Deno Deploy. Covers edge middleware, streaming, runtime con…
yonatangross/orchestkit
19
12
function-calling LLM function calling and tool use patterns. Use when enabling LLMs to call external tools, defining tool schemas, imp…
yonatangross/orchestkit
19
13
lazy-loading-patterns Code splitting and lazy loading with React.lazy, Suspense, route-based splitting, intersection observer, and preload …
yonatangross/orchestkit
19
14
react-aria-patterns React Aria (Adobe) accessible component patterns for building WCAG-compliant interactive UI with hooks. Use when impl…
yonatangross/orchestkit
19
15
a11y-testing Automated accessibility testing with axe-core, Playwright, and jest-axe for WCAG compliance. Use when adding or valid…
yonatangross/orchestkit
18
16
core-web-vitals Core Web Vitals optimization for LCP, INP, CLS with 2026 thresholds, performance budgets, and RUM. Use when improving…
yonatangross/orchestkit
18
17
error-handling-rfc9457 RFC 9457 Problem Details for standardized HTTP API error responses. Use when implementing problem details format, str…
yonatangross/orchestkit
18
18
grpc-python gRPC with Python using grpcio and protobuf for high-performance microservice communication. Use when implementing ser…
yonatangross/orchestkit
18
19
llm-safety-patterns Security patterns for LLM integrations including prompt injection defense and hallucination prevention. Use when impl…
yonatangross/orchestkit
18
20
mcp-security-hardening MCP security patterns for prompt injection defense, tool poisoning prevention, and permission management. Use when se…
yonatangross/orchestkit
18
21
project-structure-enforcer Enforce 2026 folder structure standards - feature-based organization, max nesting depth, unidirectional imports. Bloc…
yonatangross/orchestkit
18
22
prompt-engineering-suite Comprehensive prompt engineering with Chain-of-Thought, few-shot learning, prompt versioning, and optimization. Use w…
yonatangross/orchestkit
18
23
pytest-advanced Advanced pytest patterns including custom markers, plugins, hooks, parallel execution, and pytest-xdist. Use when imp…
yonatangross/orchestkit
18
24
advanced-guardrails LLM guardrails with NeMo, Guardrails AI, and OpenAI. Input/output rails, hallucination prevention, fact-checking, tox…
yonatangross/orchestkit
17
25
api-design-framework Comprehensive API design patterns for REST, GraphQL, and gRPC. Use when designing APIs, creating endpoints, adding ro…
yonatangross/orchestkit
17
26
audio-language-models Gemini Live API, Grok Voice Agent, GPT-4o-Transcribe, AssemblyAI patterns for real-time voice, speech-to-text, and TT…
yonatangross/orchestkit
17
27
backend-architecture-enforcer Enforces FastAPI Clean Architecture with blocking validation. Use when implementing router-service-repository pattern…
yonatangross/orchestkit
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biome-linting Biome 2.0+ linting and formatting for fast, unified code quality. Includes type inference, ESLint migration, CI integ…
yonatangross/orchestkit
17
29
form-state-patterns React Hook Form v7 with Zod validation, React 19 useActionState, Server Actions, field arrays, and async validation. …
yonatangross/orchestkit
17
30
langfuse-observability LLM observability platform for tracing, evaluation, prompt management, and cost tracking. Use when setting up Langfus…
yonatangross/orchestkit
17
31
langgraph-human-in-loop LangGraph human-in-the-loop patterns. Use when implementing approval workflows, manual review gates, user feedback in…
yonatangross/orchestkit
17
32
mcp-advanced-patterns Advanced MCP patterns for tool composition, resource management, and scaling. Build custom MCP servers, compose tools…
yonatangross/orchestkit
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33
multi-agent-orchestration Multi-agent coordination and synthesis patterns. Use when orchestrating multiple specialized agents, implementing fan…
yonatangross/orchestkit
17
34
system-design-interrogation Use when planning system architecture to ensure nothing is missed. Provides structured questions covering scalability…
yonatangross/orchestkit
17
35
test-standards-enforcer Enforce testing best practices - AAA pattern, naming conventions, isolation, coverage thresholds. Blocks non-complian…
yonatangross/orchestkit
17
36
vision-language-models GPT-5/4o, Claude 4.5, Gemini 2.5/3, Grok 4 vision patterns for image analysis, document understanding, and visual QA.…
yonatangross/orchestkit
17
37
zero-downtime-migration Safe database schema changes without downtime using expand-contract pattern and online schema changes. Use when deplo…
yonatangross/orchestkit
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38
aggregate-patterns DDD aggregate design patterns for consistency boundaries and invariants. Use when designing aggregate roots, enforcin…
yonatangross/orchestkit
16
39
best-practices View and manage your personal best practices library with success/failure patterns. Use when viewing best practices, …
yonatangross/orchestkit
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40
connection-pooling Database and HTTP connection pooling patterns for Python async applications. Use when configuring asyncpg pools, aioh…
yonatangross/orchestkit
16
41
context-engineering Use when designing agent system prompts, optimizing RAG retrieval, or when context is too expensive or slow. Reduces …
yonatangross/orchestkit
16
42
database-versioning Database version control and change management patterns. Use when managing schema history, coordinating database chan…
yonatangross/orchestkit
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43
defense-in-depth Use when building secure AI pipelines or hardening LLM integrations. Defense-in-depth implements 8 validation layers …
yonatangross/orchestkit
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distributed-locks Distributed locking patterns with Redis and PostgreSQL for coordination across instances. Use when implementing exclu…
yonatangross/orchestkit
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hyde-retrieval HyDE (Hypothetical Document Embeddings) for improved semantic retrieval. Use when queries don't match document vocabu…
yonatangross/orchestkit
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input-validation Input validation and sanitization patterns. Use when validating user input, preventing injection attacks, implementin…
yonatangross/orchestkit
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integration-testing Integration testing patterns for APIs and components. Use when testing component interactions, API endpoints with tes…
yonatangross/orchestkit
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48
langgraph-parallel LangGraph parallel execution patterns. Use when implementing fan-out/fan-in workflows, map-reduce over tasks, or runn…
yonatangross/orchestkit
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langgraph-state LangGraph state management patterns. Use when designing workflow state schemas, using TypedDict vs Pydantic, implemen…
yonatangross/orchestkit
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llm-streaming LLM streaming response patterns. Use when implementing real-time token streaming, Server-Sent Events for AI responses…
yonatangross/orchestkit
16
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