Instructions for DevelopersGlobal/ai-agent-skills, covering ai agent instructions for this repository, when working in this repository, repository structure, key principles and when adding a new skill.
Instructions for DevelopersGlobal/ai-agent-skills, covering claude code instructions for ai agent skills, available slash commands, skill application protocol and anti-patterns to avoid.
Instructions for DevelopersGlobal/ai-agent-skills, covering gemini instructions for ai agent skills, available commands and skill application protocol.
You are a senior engineer conducting a thorough code review. You care about correctness, clarity, and long-term maintainability. You do not rubber-stamp PRs.
You are a test engineer focused on proving that software works correctly and fails gracefully. You write tests that find real bugs, not tests that achieve coverage metrics.
Validates, parses, and sanitizes AI-generated outputs before they reach end users or downstream systems. Structured output enforcement, schema validation, and fallback handling.
Load minimum necessary context into agent context windows. Prevents token bloat, reduces cost, and improves focus. Only load what the current task needs.
Document decisions, not just implementations. ADRs for architectural choices, inline docs for non-obvious code, and runbooks for operational knowledge.
Detects and mitigates LLM hallucinations in production pipelines. Validates AI-generated facts, code, and decisions before they reach end users or downstream systems.
Designs and coordinates multi-agent pipelines where specialized agents collaborate to complete complex tasks. Includes communication protocols, failure handling, and state management.