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Prompts

Reusable prompt templates you can grab and run for common engineering tasks.

Single-fileA single-file Copilot customisation — copy the raw file or install it straight into VS Code.
39 of 39 shown
Single-file

Agent setup

Initial agent context, instructions, and configuration to bootstrap a new agent.

agentssetup
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Single-file

Code generation

Code implementation, scaffolding, and generation against project conventions.

codescaffold
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Single-file

Code review

Code review, quality feedback, and standards enforcement on a diff.

reviewquality
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Single-file

Debugging

Problem diagnosis, root-cause analysis, and resolution of a failing case.

debugdiagnosis
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Single-file

Documentation

Documentation creation, updates, and refinement for a feature or module.

docs
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Single-file

Testing

Test suite creation, debugging, and coverage improvements.

testingqa
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Single-file

Refactoring

Code refactoring, optimisation, and modernisation without behaviour change.

refactorquality
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Single-file

Review & refactor

A combined pass: review the code, then refactor against the findings.

reviewrefactor
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Single-file

Create specification

Turn a feature idea into a formal, testable specification.

specsplanning
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Single-file

Create implementation plan

Produce a phased, testable implementation plan from a spec.

planningspecs
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Single-file

Update implementation plan

Revise an existing implementation plan as scope or status changes.

planning
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Single-file

Plan breakdown

Break a plan into actionable, ordered steps.

planning
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Single-file

Create ADR

Capture an architecture decision, its context, and consequences as a numbered record.

adrarchitecture
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Single-file

Architecture blueprint

Generate an architecture blueprint describing a codebase's structure.

architecturedocs
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Single-file

Tech stack blueprint

Document a project's technology stack and the reasons behind it.

architecturedocs
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Single-file

Folder structure blueprint

Document and explain a project's folder structure.

architecturedocs
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Single-file

README blueprint

Blueprint the structure of a project README before writing it.

docsreadme
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Single-file

Create README

Draft a complete, structured README for a project.

docsreadme
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Single-file

Create AGENTS.md

Generate an AGENTS.md describing how AI agents should work in a repo.

agentsdocs
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Single-file

Create llms.txt

Generate an llms.txt summary so AI tools understand the project.

aidocs
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Single-file

Add frontmatter

Add or fix YAML frontmatter on a file against the canonical schema.

frontmatterschema
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Single-file

Documentation writer

Write or refine end-user-facing documentation in our house style.

docs
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Single-file

Docs from comments

Generate documentation from inline code comments and signatures.

docscode
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Conventional commit

Write a Conventional Commits-formatted commit message for a change.

gitcommits
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Single-file

Git branch creator

Suggest a branch name that follows the org branching strategy.

gitbranching
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Single-file

Epic breakdown — product

Break an epic into product-facing features and outcomes.

planningproduct
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Epic breakdown — architecture

Break an epic into architectural and technical work.

planningarchitecture
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Feature breakdown — PRD

Break a feature down from a product requirements document.

planningproduct
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Feature breakdown — implementation

Break a feature into concrete implementation tasks.

planning
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Single-file

Test breakdown

Break testing work into a structured set of tasks and cases.

testingplanning
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Single-file

Prompt builder

Build and refine a reusable prompt, step by step.

promptsai
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Single-file

Model recommendation

Recommend the right AI model for a given task and budget.

aimodels
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Reporting

Generate a metrics or status report from project data.

reportingmetrics
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Single-file

Repo story time

Narrate a repository's history, structure, and decisions.

docshistory
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Single-file

Workflow analysis blueprint

Analyse and document a project's end-to-end workflow.

analysisworkflow
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Single-file

Custom instructions from codebase

Derive Copilot custom instructions by reading an existing codebase.

copilotinstructions
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Single-file

Python MCP server generator

Scaffold a Python MCP server with the right structure and tooling.

mcppython
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Single-file

Multi-stage Dockerfile

Author an optimised multi-stage Dockerfile for a service.

dockerdevops
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Single-file

Shuffle JSON data

Shuffle or transform JSON test fixtures while keeping them valid.

jsonfixtures
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