Skill.md files: teach Claude once, not every chat.

• SKILL.md

---
name: agents-v2-py
description: Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
---

• SKILL.md

---
name: agenttrace-session-audit
description: Audit local AI coding-agent sessions with agenttrace for cost, tool failures, latency, anomalies, health, diffs, and CI gates.
---

• SKILL.md

---
name: agy-delegate
description: Delegate coding tasks to the Google Antigravity CLI (`agy`) only when the user explicitly requests it, while the orchestrator retains review and landing responsibility.
---

• SKILL.md

---
name: ai-agent-development
description: AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
---

• SKILL.md

---
name: ai-agent-security
description: Secure AI agents against prompt injection, tool abuse, and data exfiltration with defense-in-depth controls.
---

• SKILL.md

---
name: ai-agents-architect
description: Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
---

• SKILL.md

---
name: ai-analyzer
description: AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。
---

• SKILL.md

---
name: ai-coding-agent-guardrails
description: Secure AI coding agents (Claude Code, Cursor, Codex, Copilot) with permission boundaries, secret protection, code review gates, and safe sandbox configurations for team environments.
---

• SKILL.md

---
name: ai-dev-jobs-mcp
description: Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
---

• SKILL.md

---
name: ai-engineer
description: Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
---

• SKILL.md

---
name: ai-engineering-toolkit
description: 6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.
---

• SKILL.md

---
name: ai-inference-service-mesh
description: Use service mesh patterns for AI inference traffic management, mTLS, canary releases, policy enforcement, and cross-cluster resilience.
---

• SKILL.md

---
name: ai-loop
description: Runs a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or ambiguous work.
---

• SKILL.md

---
name: ai-md
description: Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.
---

• SKILL.md

---
name: ai-ml
description: AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
---

• SKILL.md

---
name: ai-native-cli
description: Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and agent self-description.
---

• SKILL.md

---
name: ai-pipeline-orchestration
description: Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.
---

• SKILL.md

---
name: ai-product
description: Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production.
---

• SKILL.md

---
name: ai-seo
description: Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems. Use when improving AI visibility, answer engine optimization, or citation readiness.
---

• SKILL.md

---
name: ai-sre-incident-response
description: Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.
---

• SKILL.md

---
name: ai-studio-image
description: Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.
---

• SKILL.md

---
name: ai-wrapper-product
description: Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc. ) into focused tools people will pay for. Not just "ChatGPT but different" - products that solve specific problems with AI.
---

• SKILL.md

---
name: aider-delegate
description: Delegate coding tasks to Aider (`aider`) only when the user explicitly requests it, while the orchestrator retains review and landing responsibility.
---

• SKILL.md

---
name: airflow-dag-patterns
description: Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
---