DevOps

Captures learnings, errors, corrections, and feature requests to enable continuous improvement.

Use this when scaffolding a new Terraform provider with the Plugin Framework: workspace layout, go module setup, provider server main.go, and a provider.go…

Maintain the canonical live OpenClaw main checkout, macOS LaunchAgent-managed Gateway, local macOS app, exact-head main CI, and recurring full release…

Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data.

Design, build, review, or refactor visible UI, including pages, components, forms, loading/error states, and AI chat/streaming interfaces.

Use when testing VCL against real Fastly edge infrastructure, writing assertion-based Fiddle tests, producing shareable fiddle URLs for bug reproductions…

Suede AI code review and A-F ship grade for a diff, PR, branch, or commit range: findings ranked P0-P3 with file:line evidence and a fix path, an A-F grade…

Suede AI Google Play delivery skill: ship an Android release from the agent interface and prove what is live.

Review tooling for a PR: review-preflight prints REVIEW.md's criteria and the PR's live gate state before a review; ci-triage maps a PR's failing checks to…

Show and ping the gateway of a network interface, on a Kubernetes node or inside a pod's network namespace.

Retrieve logs from a Kubernetes node — systemd units (journalctl) or files under /var/log.

Run, watch, debug, and summarize OpenClaw full release CI, release checks, live provider gates, install/update proofs, and release-secret preflights.

Suede AI multi-file shipping workflow (Suede Thought Graph shipping search) for one repo change: generates competing implementation plans, scores and prunes…

Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure.

Deploy Konflux on a local Kind cluster.

Generate synthetic PCB inspection images on Kubernetes with the SMT Defect Image Generation (DIG) DAG in CDF Orchestration.

Run the CDF Orchestration Event Video Generation DAG on Kubernetes or OSMO - image-to-video anomaly generation, auto-labeling, and anomaly dataset generation.

Run the CDF Orchestration Image Attribute Augmentation DAG on Kubernetes - person-crop clothing augmentation, attribute search, and augmented dataset…

Set up missing Linux prerequisites and audit whether a Cosmos Data Factory (CDF) Orchestration checkout and its Kubernetes or OSMO environment are ready to…

Run the CDF Video Data Augmentation Airflow workflow on Kubernetes or OSMO to create Cosmos video-to-video variants and auto-label both source and generated…

Generate an interactive bash wizard that walks a human through steps only they can perform.

Initialize test framework and CI/CD setup for browser, backend or mobile stacks.

Generate multiple sequence alignments (MSAs) for protein sequences using the ColabFold MSA-Search NIM.

Generate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice.