Use this plugin when you need a structured workflow rather than a one-off answer. Its capabilities are organized into focused skills so you can start broad, then go deeper where the work requires it.
algorithms and data structures
Solve and teach algorithm and data-structure problems with correctness proofs and complexity analysis.
What it helps with
Use Algorithms And Data Structures to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply algorithms and data structures to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Algorithms And Data Structures for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
api design
Design clear, secure APIs, webhooks, contracts, errors, pagination, and versioning.
What it helps with
Use Api Design to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply api design to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Api Design for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
architecture design
Design application architecture, boundaries, data flows, integrations, and tradeoffs.
What it helps with
Use Architecture Design to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply architecture design to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Architecture Design for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
backend development
Build reliable services, jobs, authentication flows, validation, and server-side error handling.
What it helps with
Use Backend Development to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply backend development to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Backend Development for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
bug report builder
Turn vague failures into reproducible, actionable bug reports.
What it helps with
Use Bug Report Builder to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply bug report builder to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Bug Report Builder for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
cloudflare development
Build and review Cloudflare Workers applications and storage integrations.
What it helps with
Use Cloudflare Development to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply cloudflare development to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Cloudflare Development for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
code generation
Generate complete, maintainable code that follows the user's stack, conventions, constraints, and acceptance criteria.
What it helps with
Use Code Generation to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply code generation to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Code Generation for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
code review and refactoring
Review and improve correctness, clarity, maintainability, performance, and security without unnecessary behavior changes.
What it helps with
Use Code Review And Refactoring to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply code review and refactoring to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Code Review And Refactoring for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
database engineering
Design schemas, queries, indexes, migrations, transactions, and data-integrity safeguards.
What it helps with
Use Database Engineering to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply database engineering to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Database Engineering for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
debugging
Trace bugs from symptom to root cause and propose or implement narrow, verified fixes.
What it helps with
Use Debugging to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply debugging to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Debugging for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
dependency advisor
Evaluate packages, compatibility, upgrades, replacements, licensing, and supply-chain risk.
What it helps with
Use Dependency Advisor to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply dependency advisor to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Dependency Advisor for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
devops and deployment
Plan and verify environments, CI/CD, deployments, monitoring, rollbacks, and operational readiness.
What it helps with
Use Devops And Deployment to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply devops and deployment to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Devops And Deployment for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
frontend development
Build and review accessible, responsive frontend interfaces and stateful user experiences.
What it helps with
Use Frontend Development to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply frontend development to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Frontend Development for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
git workflows
Support branches, commits, pull requests, reviews, conflict resolution, and release workflows.
What it helps with
Use Git Workflows to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply git workflows to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Git Workflows for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
migration assistant
Plan framework, language, database, hosting, API, and infrastructure migrations with rollback safety.
What it helps with
Use Migration Assistant to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply migration assistant to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Migration Assistant for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
performance optimization
Diagnose and improve frontend, backend, database, network, and runtime performance.
What it helps with
Use Performance Optimization to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply performance optimization to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Performance Optimization for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
programming hub
Route software-engineering requests into focused skills for building, debugging, reviewing, testing, securing, and deploying code.
What it helps with
Use Programming Hub to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply programming hub to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Programming Hub for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
programming tutor
Teach programming concepts through examples, visual traces, exercises, hints, and review.
What it helps with
Use Programming Tutor to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply programming tutor to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Programming Tutor for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
security engineering
Review and implement secure authentication, authorization, input handling, secrets, uploads, and data boundaries.
What it helps with
Use Security Engineering to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply security engineering to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Security Engineering for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
technical documentation
Write accurate README files, API docs, setup guides, architecture docs, changelogs, and runbooks.
What it helps with
Use Technical Documentation to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply technical documentation to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Technical Documentation for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
testing and qa
Create and run proportionate unit, integration, API, end-to-end, regression, and edge-case tests.
What it helps with
Use Testing And Qa to turn a focused Programming Hub task into a clearer, repeatable workflow.
Example use
Ask Programming Hub to apply testing and qa to a real project, document, or decision and explain the assumptions it used.
Prompt pattern
Use Testing And Qa for [specific goal]. Context: [relevant files, audience, inputs, or constraints]. Return: [desired format] and flag uncertainties.
Results depend on the quality and completeness of the context provided.
Review important factual, technical, financial, legal, medical, or public-facing outputs before use.
The plugin should support decisions and workflows, not replace qualified human judgment.
