Azure Content Safety API integration, multi-layer defense pipeline, output validation, and operational safety controls
原文语言:英语
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Azure Content Safety API integration, multi-layer defense pipeline, output validation, and operational safety controls
原文语言:英语
This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve decisions, files, risks, and next actions.
原文语言:英语
This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent performance degradation caused by accumulated or conflicting context.
原文语言:英语
Build applications powered by GitHub Copilot using the Copilot SDK — session management, custom tools, streaming, hooks, MCP servers, BYOK, deployment patterns
原文语言:英语
Evaluate plugin quality. Use when user says "evaluate plugin", "review plugin quality", "score my plugin", "check plugin", "rate plugin".
原文语言:英语
Microsoft Foundry agent deployment, orchestration, and cloud-native AI service patterns
原文语言:英语
This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, session persistence, multiplayer collaboration, self-spawning agents, or Modal-style sandboxes.
原文语言:英语
Choosing the right model for the task — power vs. cost vs. speed.
原文语言:英语
Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files…
原文语言:英语
Build MCP servers for LLM tool integration — Python (FastMCP), Node/TypeScript (MCP SDK), or C#/.NET (Microsoft MCP SDK)
原文语言:英语
Domain: AI Infrastructure
原文语言:英语
Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workflows.
原文语言:英语
Coordinate multiple AI agents for complex tasks — decomposition, delegation, and synthesis
原文语言:英语
This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple agents are justified.
原文语言:英语
Create and validate .prompt.md files that pass brain-qa on first attempt
原文语言:英语
Craft effective prompts that get the best results from language models.
原文语言:英语
Build retrieval-augmented generation systems that ground LLMs in your data.
原文语言:英语
POST-based Server-Sent Events streaming for Azure Functions — HTTP streaming, chunked response parsing, reconnection
原文语言:英语
Audit and eliminate token waste from cognitive architecture memory files -- instructions, prompts, skills, and agents
原文语言:英语
Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing a second architecture.
原文语言:英语
Design APIs that developers love to use.
原文语言:英语
Comprehensive project consistency review across code, documentation, diagrams, and configuration
原文语言:英语
Meta-skill for maintaining and evolving Alex's cognitive architecture through deliberate documentation and pattern extraction.
原文语言:英语
AI/LLM features default to verbose responses, causing:
原文语言:英语
Provide sensible defaults with user-overridable configuration — reduce boilerplate without limiting flexibility
原文语言:英语
Cross-domain early-filtering paradigm for reducing cognitive and computational load in data pipelines, AI context, and human attention
原文语言:英语
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
原文语言:英语
Extensions/tools that auto-write to user workspaces without consent:
原文语言:英语
Implement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span…
原文语言:英语
Monolithic transformations are hard to test and debug:
原文语言:英语
Multi-factor decisions become arbitrary without explicit weights:
原文语言:英语
Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running processes, distributed transactions, or microservice…
原文语言:英语
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
原文语言:英语
Well-Architected Framework principles and Azure best practices
原文语言:英语
In PowerShell, inline JSON for Cost Management API causes "Unsupported Media Type" errors:
原文语言:英语
Production deployment patterns for Azure Static Web Apps, Container Apps, App Service, and infrastructure
原文语言:英语
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure…
原文语言:英语
CI/CD pipelines, infrastructure as code, and deployment automation for Azure workloads
原文语言:英语
Time Saved: 1-2 hours debugging identity and RBAC
原文语言:英语
Azure OpenAI API patterns for rate limiting, function calling, error handling, and token optimization
原文语言:英语