opspresso

Build agents and their interfaces: write prompts, skills, and MCP servers, delegate across subagents, enforce output schemas, and use separately connected Agent Memory.

Produce wireframes, prototypes, frontend layouts, technical diagrams, evidence-led charts, HTML reports, interactive explainers, and generated or edited images.

Investigate service incidents and change Git-managed desired state using the target environment’s observability and deployment tools. Bundles GitHub and the in-cluster Argo CD, CloudWatch, Grafana and Kubernetes MCP services deployed by argocd-env-demo.

Review pull requests, fix issues, implement features, refactor code, upgrade dependencies, investigate CI failures, remediate security findings and generate projects. Use connected repository context and persistent execution, with task-specific verification and requested publication.

Run coding, file processing and automation tasks in persistent Workspaces and isolated Sandboxes. Reuse task state, inspect outputs and checks, and finish coding requests through a work-branch PR, with separate confirmation for main publication, tags, releases and deployment.

Gather source material and create, inspect or edit documents and spreadsheets. Bundles an AWS documentation integration for AWS-specific research; other search services can be connected separately.

Read a birth chart the way a myeongri researcher would: calculate the four pillars and luck cycles from solar terms with the working shown, then analyse the chart school by school — Ziping Zhenquan, Ditian Sui, Qiongtong Baojian, strength-balance, modern ten-gods psychology — and compare where they agree and where they do not.

Draft communication and technical specifications, format Slack replies, triage email, manage calendars, search workspace sources and prepare meeting minutes. Optional Google Workspace, Slack, Notion and Plaud integrations require account setup; Google MCP is in Developer Preview.