Verify implementation matches change artifacts.
Search context data(memories, skills and resource) from OpenViking Context Database (aka. ov).
Automate Openweather API tasks via Rube MCP (Composio).
Manage WebF controllers safely with WebFControllerManager (lifecycle, reuse, pre-render, multiple controllers).
Review whether a service or application is operationally ready for release and sustained ownership.
Audit, compare, and document Opik integrations across Python SDK, TypeScript SDK, and OTEL/API backend.
Run a customer journey mapping workshop with adaptive questions and outputs.
Discovers growth opportunities using Traffic-First KILL funnel.
Cross-platform issue triage. Pulls from Sentry (MCP), Linear (MCP), GitHub Issues (gh). Cross-references against code to find…
Revenue and costs tracker. AWS spend via aws ce, credits tracker, project revenue stages. Shows burn rate, runway estimate, credits…
Completely remove claude-ops plugin, all stored credentials, cached files, shell exports, and MCP registrations.
Use when optimizing configurable system parameters against a measurable scalar objective.
Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size.
Optimize slow database queries — analyze execution plans, add indexes, rewrite queries.
Systematic methodology to reduce skill file size through externalization, consolidation, and progressive loading patterns.
Disciplined, validation-gated revision of an EXISTING skill so each edit is a measured improvement rather than a guess.
Automate Optimoroute tasks via Rube MCP (Composio).
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5.
Scan a repository for Opus-4.6-era patterns that break or degrade on Opus 4.7 — fixed-budget Extended Thinking parameters, retired model…
Reasoning, review, and stance discipline for Claude Opus 5 sessions — designed for Opus 5's documented failure modes and also useful when…
Hunt account takeover taxonomy — 9 distinct paths to ATO, plus chains.