ahmad-ubaidillah/llm-app-patterns
aizen-gate/skills-reference/.agent/skills/llm-app-patterns/SKILL.md
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.
development
Updated Mar 27, 2026
$ install --global
skillsauthnpx skillsauth add ahmad-ubaidillah/aizen-gate llm-app-patternsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 30, 2026, 9:49 AM56.3s19 files scanned
SKILL.md
- version:
- 4.1.0-fractal
- name:
- llm-app-patterns
- description:
- Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.
🤖 LLM Application Patterns
Production-ready patterns for building LLM applications, inspired by Dify and industry best practices.
When to Use This Skill
Use this skill when:
- Designing LLM-powered applications
- Implementing RAG (Retrieval-Augmented Generation)
- Building AI agents with tools
- Setting up LLMOps monitoring
- Choosing between agent architectures
1. RAG Pipeline Architecture
🧠 Knowledge Modules (Fractal Skills)
1. Overview
2. 1.1 Document Ingestion
3. 1.2 Embedding & Storage
4. 1.3 Retrieval Strategies
5. 1.4 Generation with Context
6. 2.1 ReAct Pattern (Reasoning + Acting)
7. 2.2 Function Calling Pattern
8. 2.3 Plan-and-Execute Pattern
9. 2.4 Multi-Agent Collaboration
10. 3.1 Prompt Templates with Variables
11. 3.2 Prompt Versioning & A/B Testing
12. 3.3 Prompt Chaining
13. 4.1 Metrics to Track
14. 4.2 Logging & Tracing
15. 4.3 Evaluation Framework
16. 5.1 Caching Strategy
17. 5.2 Rate Limiting & Retry
18. 5.3 Fallback Strategy
Related Skills
ahmad-ubaidillah/angular
development
VerifiedTrustedCommunity
Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.
SKILL.mdUpdated Mar 28, 2026
ahmad-ubaidillah/angular-ui-patterns
development
VerifiedTrustedCommunity
Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
SKILL.mdUpdated Mar 28, 2026
ahmad-ubaidillah/angular-state-management
tools
VerifiedTrustedCommunity
Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
SKILL.mdUpdated Mar 28, 2026
ahmad-ubaidillah/angular-migration
development
VerifiedTrustedCommunity
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
SKILL.mdUpdated Mar 28, 2026