Primitive Explorer · 847 primitives

Primitives

Every authoring primitive across the FrootAI catalog. Agents, skills, instructions, hooks, plugins, workflows — searchable + faceted. Each one is MIT-licensed and runnable today.

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📋 instructions
prompt-engineering
Prompt engineering standards — system message structure, few-shot patterns, output format enforcement.
instructions/prompt-engineering.instructions.md151 lines
- reliability
- responsible-ai
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📋 instructions
prompt-management-patterns
Play 18 patterns — Prompt management patterns — version control, A/B testing, template variables, prompt libraries.
instructions/prompt-management-patterns.instructions.md281 lines
- reliability
- security
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📋 instructions
pydantic-waf
Pydantic standards — model design, validation, serialization, settings management, custom validators.
instructions/pydantic-waf.instructions.md253 lines
- reliability
- security
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📋 instructions
pytest-waf
pytest testing standards — fixtures, parametrize, coverage, and mock patterns for Python.
instructions/pytest-waf.instructions.md226 lines
- reliability
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📋 instructions
python-mcp-development
Python MCP server development standards — FastMCP patterns, @mcp.tool() decorators, Pydantic parameter types, async handlers, resource definitions, and production deployment with uv and Docker.
instructions/python-mcp-development.instructions.md226 lines
- security
- reliability
- performance-efficiency
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📋 instructions
python-waf
Python coding standards aligned with Azure Well-Architected Framework pillars — secure credential handling, async patterns, structured error handling, cost-aware AI integration, and production-ready testing.
instructions/python-waf.instructions.md87 lines
- security
- reliability
- cost-optimization
- performance-efficiency
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📋 instructions
quarkus-waf
Quarkus standards — Java 21, CDI, reactive, native compilation patterns.
instructions/quarkus-waf.instructions.md201 lines
- performance-efficiency
- reliability
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📋 instructions
r-waf
R coding standards — vectorized operations, tidyverse, lower_snake_case, and reproducible analysis patterns.
instructions/r-waf.instructions.md184 lines
- reliability
- operational-excellence
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📋 instructions
rag-coding-patterns
RAG coding standards — chunking config, embedding batch calls, reranker integration, citation injection.
instructions/rag-coding-patterns.instructions.md142 lines
- reliability
- performance-efficiency
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📋 instructions
rails-waf
Ruby on Rails standards — MVC conventions, Active Record, migrations, and RuboCop enforcement.
instructions/rails-waf.instructions.md272 lines
- reliability
- operational-excellence
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📋 instructions
reliability-csharp
C# reliability standards — Polly retry/circuit breaker, health checks, exception handling, resilience.
instructions/reliability-csharp.instructions.md220 lines
- reliability
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📋 instructions
reliability-python
Python reliability standards — retry with tenacity, circuit breakers, health checks, structured logging.
instructions/reliability-python.instructions.md262 lines
- reliability
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📋 instructions
reliability-typescript
TypeScript reliability standards — AbortSignal timeout, retry patterns, health endpoints, error boundaries.
instructions/reliability-typescript.instructions.md255 lines
- reliability
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📋 instructions
ruby-mcp-development
Ruby MCP server development — mcp gem, block DSL, Rails integration.
instructions/ruby-mcp-development.instructions.md227 lines
- reliability
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📋 instructions
ruby-waf
Ruby coding standards — Ruby 3.3+, RuboCop enforcement, Ractor patterns, and Rails conventions.
instructions/ruby-waf.instructions.md209 lines
- reliability
- operational-excellence
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📋 instructions
rust-waf
Rust coding standards — ownership, lifetimes, Result<T,E>, serde, tokio async, and memory safety patterns.
instructions/rust-waf.instructions.md230 lines
- security
- performance-efficiency
- reliability
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📋 instructions
salesforce-apex-waf
Salesforce Apex standards — bulkification, governor limits, trigger patterns, and testing.
instructions/salesforce-apex-waf.instructions.md250 lines
- reliability
- security
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📋 instructions
salesforce-lwc-waf
Salesforce Lightning Web Components standards — reactive properties, wire adapters, and accessibility.
instructions/salesforce-lwc-waf.instructions.md153 lines
- performance-efficiency
- reliability
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📋 instructions
scala-waf
Scala coding standards — immutability, val over var, pattern matching, and functional programming patterns.
instructions/scala-waf.instructions.md151 lines
- reliability
- performance-efficiency
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📋 instructions
semantic-kernel
Semantic Kernel standards — kernel config, plugin design, filter pipeline, memory store integration.
instructions/semantic-kernel.instructions.md182 lines
- reliability
- operational-excellence
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📋 instructions
shell-waf
Shell scripting standards — set -euo pipefail, safe expansions, quoting, and portable POSIX patterns.
instructions/shell-waf.instructions.md237 lines
- security
- reliability
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📋 instructions
signalr-waf
SignalR real-time standards — hub design, groups, streaming, connection management, Azure SignalR Service.
instructions/signalr-waf.instructions.md204 lines
- performance-efficiency
- reliability
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📋 instructions
springboot-waf
Spring Boot standards — constructor injection, profiles, YAML config, and production patterns.
instructions/springboot-waf.instructions.md262 lines
- reliability
- security
- operational-excellence
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📋 instructions
sql-optimization-waf
SQL optimization standards — index strategy, query plans, normalized design, and migration patterns.
instructions/sql-optimization-waf.instructions.md221 lines
- performance-efficiency
- reliability
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