DevOps

Bootstrap the KERMT agent environment — verify host docker + nvidia-container-toolkit, build the kermt:latest image from the repo's Dockerfile if it doesn't…

Use when the user wants to build a Python Kafka producer or consumer, add Schema Registry to existing Python code, migrate from raw JSON to schema-backed…

Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology.

Agent Platform Model Tuning.

Create dark-themed, animated technical diagrams as self-contained HTML+SVG files — flowcharts whose connectors visibly flow, and architecture diagrams where…

Coordinates subagent review, fixes, and verification during implementation; use when the user explicitly asks for Garfield on an active code slice, but not…

Docker, Kubernetes, and AWS ECS/Fargate patterns.

Process JSON with jq and YAML/TOML with yq.

将项目特定目录部署到 ModelScope 仓库

Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow.

Selects, deploys, and customizes AI models on Amazon SageMaker.

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

Migrate workloads from Microsoft Azure to AWS.

Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider.

Migrate workloads from Heroku to AWS.

Migrates vibe-coded web applications to AWS.

Best-practice authoring guidance AND a read-only policy gate for AWS Terraform generated by a migration skill.

Interact with GitHub repos, PRs, issues, CI, and notifications via the pi-github extension commands and gh CLI.

Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express.

Create professional architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as standalone animated HTML files with SVG graphics, flowing…

Inspect and explain bmad-loop run artifacts under `.bmad-loop/runs/`.

Manage NAP workspaces, prompts, templates, credentials, service tokens, agent files, providers, tags, shares, schedules via REST, and build applications whose…

Evidence-driven penetration and attack-surface engineering for web applications, APIs, networks, identity systems, Active Directory, cloud, containers…

Open-source intelligence (OSINT) collection, passive reconnaissance, attack-surface mapping, phishing campaign analysis, credential exposure auditing, and…