Engineering AI Prompt Templates
Copy-ready engineering prompts with fill-in fields. Pick one, fill in the blanks, and paste it into ChatGPT, Claude, or Gemini. Free to browse.
- Bug Report Triage Assistant - Turns a messy bug report into a ticket an engineer can act on: a one-line summary, numbered repro steps, expected versus actual behaviour, a severity call…
- CI Pipeline Design - A CI pipeline redesign that fails fast, runs in parallel where it safely can, caches well, and quarantines flaky tests, with a target total runtime and a list…
- Cursor Rules File Generator - Generates a Cursor rules file with short imperative rules, ranked constraints and clear no-go areas, so suggestions match how the project really works.
- Dockerfile Review and Optimisation - Takes a pasted Dockerfile and returns a smaller, faster-building, non-root version with a comment on each change, a size and time estimate, and the trade-offs…
- GitHub Copilot Instructions Builder - Generates a copilot-instructions.md that steers Copilot toward your stack, repo layout and standards, and away from its recurring mistakes.
- Infrastructure as Code Review - Catch the resource that quietly gets destroyed on next apply.
- Jira / Linear Ticket Writer - Turns a rough idea or complaint into a well-scoped Jira or Linear ticket: imperative title, context, repro or user story, checklist acceptance criteria,…
- Kubernetes Manifest Check - Reviews Kubernetes manifests for resource limits, probes, rollout settings, disruption budgets, and security context, then returns corrected YAML with special…
- MCP Server Spec Writer - Specifies a Model Context Protocol server end to end, with tool schemas, auth and error cases, before any code is written.
- Scope an MCP Server for This Codebase - Works out which tools an MCP server should expose before you write any of it.
- Support Chatbot System Prompt - Drafts a full support chatbot system prompt with scope, hard boundaries, escalation rules and example exchanges, ready to pair with your help docs.