Prompts
Reusable prompt templates you can grab and run for common engineering tasks.
Agent setup
Initial agent context, instructions, and configuration to bootstrap a new agent.
Code generation
Code implementation, scaffolding, and generation against project conventions.
Code review
Code review, quality feedback, and standards enforcement on a diff.
Debugging
Problem diagnosis, root-cause analysis, and resolution of a failing case.
Documentation
Documentation creation, updates, and refinement for a feature or module.
Testing
Test suite creation, debugging, and coverage improvements.
Refactoring
Code refactoring, optimisation, and modernisation without behaviour change.
Review & refactor
A combined pass: review the code, then refactor against the findings.
Create specification
Turn a feature idea into a formal, testable specification.
Create implementation plan
Produce a phased, testable implementation plan from a spec.
Update implementation plan
Revise an existing implementation plan as scope or status changes.
Plan breakdown
Break a plan into actionable, ordered steps.
Create ADR
Capture an architecture decision, its context, and consequences as a numbered record.
Architecture blueprint
Generate an architecture blueprint describing a codebase's structure.
Tech stack blueprint
Document a project's technology stack and the reasons behind it.
Folder structure blueprint
Document and explain a project's folder structure.
README blueprint
Blueprint the structure of a project README before writing it.
Create README
Draft a complete, structured README for a project.
Create AGENTS.md
Generate an AGENTS.md describing how AI agents should work in a repo.
Create llms.txt
Generate an llms.txt summary so AI tools understand the project.
Add frontmatter
Add or fix YAML frontmatter on a file against the canonical schema.
Documentation writer
Write or refine end-user-facing documentation in our house style.
Docs from comments
Generate documentation from inline code comments and signatures.
Conventional commit
Write a Conventional Commits-formatted commit message for a change.
Git branch creator
Suggest a branch name that follows the org branching strategy.
Epic breakdown — product
Break an epic into product-facing features and outcomes.
Epic breakdown — architecture
Break an epic into architectural and technical work.
Feature breakdown — PRD
Break a feature down from a product requirements document.
Feature breakdown — implementation
Break a feature into concrete implementation tasks.
Test breakdown
Break testing work into a structured set of tasks and cases.
Prompt builder
Build and refine a reusable prompt, step by step.
Model recommendation
Recommend the right AI model for a given task and budget.
Reporting
Generate a metrics or status report from project data.
Repo story time
Narrate a repository's history, structure, and decisions.
Workflow analysis blueprint
Analyse and document a project's end-to-end workflow.
Custom instructions from codebase
Derive Copilot custom instructions by reading an existing codebase.
Python MCP server generator
Scaffold a Python MCP server with the right structure and tooling.
Multi-stage Dockerfile
Author an optimised multi-stage Dockerfile for a service.
Shuffle JSON data
Shuffle or transform JSON test fixtures while keeping them valid.
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