Analyze infrastructure deployment errors - categorize error types (permission/ config/resource/state), search issue log for historical solutions, rank solutions by success rate and context match, propose automated fixes via delegation, learn from resolution outcomes, track debugging metrics, handles permission errors by routing to permission-manager.
Test infrastructure configurations and deployments - security scanning with Checkov/tfsec, cost estimation analysis, pre-deployment validation, post- deployment verification, integration testing, generates comprehensive test reports with pass/fail status, identifies vulnerabilities and compliance issues, tracks test history for trend analysis.
Validates generated artifacts against Fractary plugin standards using automated validators. Checks XML markup, frontmatter, naming conventions, and structure.
Deploy infrastructure - execute Terraform apply to create/update AWS resources, verify deployment success, update resource registry with ARNs and console URLs, generate deployment documentation. Handles permission errors by delegating to infra-permission-manager.
Fetch documents from codex knowledge base with cache-first strategy. Delegates to fractary CLI for actual retrieval operations.
Generate Terraform infrastructure as code - read design documents and implement them as Terraform configurations including resources, variables, outputs, and provider configurations. Creates modular, maintainable Terraform code following best practices with proper resource naming, tagging, and organization.
Investigate incidents and analyze logs - query CloudWatch logs with filters, correlate events across services, identify error patterns, generate incident reports with timelines, analyze log patterns, search for specific errors, trace request flows, identify root causes, create actionable incident reports.
Detects, validates, and migrates codex configuration formats (JSON → YAML). Provides deprecation warnings and migration guidance.
Monitor deployed infrastructure health and performance - check resource status, query CloudWatch metrics (CPU, memory, requests, errors), analyze performance trends, track SLI/SLO metrics, detect anomalies, generate health reports with resource status summaries, identify degraded services, provide performance optimization recommendations.
Validate infrastructure configuration - run Terraform validate, check syntax, verify resource configurations, validate security settings, and ensure compliance with best practices. Reports validation errors and warnings.
This skill provides accurate data about GT New Horizons based on official data dumps. Use when answering questions about GTNH (GregTech New Horizons).
使用ABT（And-But-Therefore，即「而且-但是-因此」）叙事框架评估中文科研项目申请书和论文。该框架源自Randy Olson的《Houston, We Have a Narrative》。专为环境科学和城市气候研究领域校准。使用场景：(1) 用户要求评估或点评中文项目申请书的摘要或引言部分，(2) 用户想评估论文框架是否具有发表竞争力，(3) 用户需要科学写作的叙事结构反馈，(4) 用户提到ABT框架、Olson或NSFC/国家自然科学基金申请。提供定性评估、问题严重程度判断（致命缺陷vs可改进问题）、引文核查和建设性修改建议。
Develop argumentation skills with structured debate preparation
Flip core assumptions to reveal hidden constraints and alternative approaches - "what if the opposite were true?"
Force unrelated concepts together to discover emergent properties - "What if we treated X like Y?"
Defensive epistemology protocol for coding agents. Rationalist principles applied to code: explicit predictions, notice confusion, verify before proceeding.
Teaches music theory concepts with interactive exercises, ear training, and composition analysis
Applies artistic styles to photographs using neural style transfer with fine-grained control
Design multi-skill workflow systems with artifact-based state handoff. Use when building skill pipelines, sequenced workflows, or when workflow system, skill pipeline, state handoff, or artifacts are mentioned.
Use when starting design or discovery work. MUST use before any creative work.
Look up an Art Blocks artist and their body of work using artblocks-mcp. Use when a user wants to find an artist, see their projects, explore an artist's portfolio, or search by artist name, slug, or wallet address using get_artist.
