sakibmouin

Use when someone wants their LinkedIn profile audited or rewritten — headline, About section, experience bullets, Featured, banner…

Use when someone needs a LinkedIn plan rather than a post — content pillars, positioning for a career change or consulting or thought…

Use when building, debugging, or extending MCP servers or clients that connect AI systems with external tools and data sources.

Converts a markdown PR writeup or code review (one with `diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT]…

Converts a markdown deck (slides separated by --- HR boundaries or by # H1 headings, with optional presenter…

Use when someone wants to decide whether a meeting is worth calling, price a meeting in dollars, build a timeboxed agenda with desired…

Use when designing, reviewing, or paying for an agent memory system — adding memory to an agent, choosing between long-context / RAG /…

Designs distributed system architectures, decomposes monoliths into bounded-context services, recommends communication patterns, and…

Use when the user asks to write code efficiently, avoid over-engineering, reduce dependencies, or prevent unnecessary abstractions.

Designs and implements production-grade ML pipeline infrastructure: configures experiment tracking with MLflow or Weights & Biases…

Configures monitoring systems, implements structured logging pipelines, creates Prometheus/Grafana dashboards, defines alerting rules, and…

Code review through the lens of real engineers' documented philosophies (Torvalds, Thompson, Carmack, Kent Beck, Jobs, Cagan).