Agent Skills

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name: mateclaw_source_index

description: 将用户问题映射到 MateClaw 文档路径与源码入口，减少盲目搜索。回答'XX 功能在哪里实现'、'怎么修改 YY 逻辑'等源码定位问题。

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name: multi_agent_collaboration

description: 当任务需要多个 Agent 的专业能力协同完成时，编排多 Agent 并行或串行协作，整合各方结果。

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name: news

description: 从互联网查询最新新闻。支持政治、财经、社会、国际、科技、体育、娱乐等分类，自动适配搜索工具与浏览器工具。

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name: access-review

description: Conduct periodic access reviews and certifications. Implement access governance and recertification workflows. Use when managing access compliance.

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name: agent-evals

description: Build automated evaluation suites for AI agents using golden datasets, rubrics, and regression gates. Use when shipping agent features, validating prompt changes, or gating deployments on quality.

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name: agent-observability

description: Instrument AI agents with tracing, token metrics, latency, and cost visibility. Use for reliability and debugging.

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name: ai-pipeline-orchestration

description: Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster. Build reliable, observable, and retriable workflows for production AI systems.

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name: ai-sre-incident-response

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

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name: asset-inventory

description: Maintain IT asset inventory and configuration management database. Track hardware, software, and cloud resources. Use when managing IT assets.

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name: audit-logging

description: Implement centralized audit logging and SIEM integration. Configure log retention and security monitoring. Use when implementing audit trail requirements.

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name: aws-cloudtrail

description: Configure AWS CloudTrail for audit logging. Set up organization trails and event analysis. Use when auditing AWS activity.

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name: azure-devops

description: Set up Azure Pipelines for CI/CD, configure build and release pipelines, manage Azure DevOps projects, and integrate with Azure services. Use when working with Azure DevOps Services or Server for enterprise DevOps workflows.

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name: azure-monitor-audit

description: Configure Azure Monitor and Activity Log for auditing. Set up diagnostic settings and log analytics. Use when auditing Azure activity.

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name: business-continuity

description: Develop business continuity plans and impact analysis. Implement BCP testing and communication procedures. Use when building organizational resilience.

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name: change-management

description: Implement change management processes. Configure CAB reviews, change windows, and rollback procedures. Use when managing production changes.

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name: circleci

description: Configure CircleCI workflows and orbs for continuous integration and deployment. Create config.yml pipelines, use orbs for reusable configurations, and optimize build performance. Use when working with CircleCI for CI/CD automation.

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name: disaster-recovery

description: Implement disaster recovery strategies and runbooks. Configure RPO/RTO targets and failover procedures. Use when planning for business continuity.

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name: fedramp-compliance

description: Implement FedRAMP requirements for federal cloud services. Configure NIST 800-53 controls and continuous monitoring. Use when providing cloud services to US federal agencies.

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name: gcp-audit-logs

description: Configure GCP Cloud Audit Logs for compliance. Set up log routing and BigQuery analysis. Use when auditing GCP activity.

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name: gdpr-compliance

description: Implement GDPR data protection requirements. Configure consent management, data subject rights, and privacy by design. Use when processing EU personal data.

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name: hipaa-compliance

description: Implement HIPAA security and privacy rules. Configure PHI protections and BAA requirements. Use when handling healthcare data.

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name: incident-management

description: Implement incident management processes and escalation procedures. Configure on-call schedules and post-incident reviews. Use when managing production incidents.

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name: iso27001-compliance

description: Implement ISO 27001 Information Security Management System. Configure ISMS controls and risk management. Use when implementing enterprise security frameworks.

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name: llm-caching

description: Implement multi-layer LLM caching with exact match, semantic similarity, and provider-side prompt caching. Reduce API costs by 30–70%, cut latency, and improve throughput using Redis, GPTCache, and provider caching APIs.