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AI Production Engineering Best Practices

sickn33/antigravity-awesome-skills

This comprehensive guide serves as a blueprint for building reliable, production-grade AI applications powered by LLMs. It moves beyond simple demos, covering critical real-world challenges such as prompt optimization for cost reduction, structured output validation, handling hallucinations, and building robust safety and defense layers. Learn to treat prompts as code and ensure enterprise-level reliability.

App Builder Orchestrator

sickn33/antigravity-awesome-skills

Orchestrates full-stack app creation from natural-language prompts by detecting the project type, selecting a fitting tech stack, planning structure, and coordinating specialists to scaffold, build features, and deliver previews.

App Builder Orchestrator

sickn33/antigravity-awesome-skills

Orchestrates full-stack app creation from natural-language prompts by detecting the project type, selecting a fitting tech stack, planning structure, and coordinating specialists to scaffold, build features, and deliver previews.

Slash Command Development

command-development

anthropics/claude-plugins-official

Guides how to author Claude Code slash commands using Markdown prompts, YAML frontmatter, dynamic arguments, Bash execution, and best-practice organization for reusable workflows and interactive automation.

Cursor Prompt Crafting

cursor-custom-prompts

jeremylongshore/claude-code-plugins-plus-skills

Guides teams in building effective custom prompts for Cursor AI, covering context-task structure, constraints, templates, and iteration practices to maintain reusable, high-quality responses across projects.

Cursor Subagent Creator

cursor-subagent-creator

tech-leads-club/agent-skills

Guides creation of Cursor-specific subagents with isolated contexts, structured prompts, and frontmatter so multi-step workflows, verifiers, or specialists follow Cursor’s directories and delegation rules.

Excalidraw Diagram Generator

excalidraw-diagram-generator

tech-leads-club/agent-skills

Generates Excalidraw diagrams from natural-language prompts, turning requests such as “make a flowchart” or “draw a system architecture” into ready-to-open .excalidraw JSON files for flows, relationships, mind maps, and architectures.

Git Branch Cleanup

trailofbits/skills

Analyzes local git branches and worktrees, groups related prefixes, verifies merges or squash history, and safely prompts before deleting merged, superseded, or gone branches. Use when stale local branches and worktrees need cleanup without affecting remote.

KlingAI Batch Video Processing

klingai-batch-processing

jeremylongshore/claude-code-plugins-plus-skills

Orchestrates Kling AI batch video jobs with async Python to submit prompts in parallel, track progress, stay within rate limits, and retrieve results automatically.

OpenEvidence Performance Tuning

openevidence-performance-tuning

jeremylongshore/claude-code-plugins-plus-skills

Guides tuning OpenEvidence clinical queries through streamlined prompts, dynamic caching, connection pooling, batching, and monitoring to meet latency targets and safeguard clinical response times.

Parallel Subagent Execution

parallel-execution

CloudAI-X/claude-workflow-v2

Guides orchestrating multiple Task tool subagents with run_in_background for concurrent work, covering when to trigger parallelism, how to craft prompts, launch in one message, synchronize results, and integrate TodoWrite status updates.

Interactive Playground Builder

anthropics/claude-plugins-official

Build single-file HTML playgrounds with controls, live preview, and prompt output so users can explore large visual or structural spaces and copy actionable prompts without leaving the browser.

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