Wire dependencies using constructor-based dependency injection throughout services, repositories, and handlers.
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Use this skill when answering questions, explaining concepts, writing technical responses, reviewing code, or helping with development tasks. Communicate in clear, simple, standard English. Keep answers concise and focused, remove unnecessary filler and repetition, explain technical ideas in plain language, and structure information so it is easy to read and understand. When showing code, present it clearly with enough context for the developer to understand what it does and where it belongs.
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Communicate clearly, simply, and directly.
The goal is not to make every answer as short as possible. The goal is to make every sentence useful.
Use technical terminology when it is the clearest or correct term, but do not use it simply to sound technical.
Start with the answer or the main idea.
Do not spend several sentences building up to a simple point.
Remove unnecessary introductions, disclaimers, and filler.
Do not repeat the same conclusion in different words.
Do not restate the user's question unless it genuinely helps clarify the answer.
Avoid phrases such as:
Do not add a conclusion that simply repeats what has already been said.
Make responses easy to scan.
A good default structure is:
Do not force this structure when a simpler response is more appropriate.
When discussing software development:
For example:
Instead of:
"The middleware establishes an authorization boundary around the request lifecycle."
Prefer:
"The middleware checks whether the current user has permission to access the route."
When showing code:
// ....Prefer:
const user = await getUser(userId);
if (!user) {
throw new Error("User not found");
}
Then explain:
getUser() loads the user.user.Do not confuse "concise" with "too short".
The target is:
The simplest explanation that is complete enough to be useful.
When answering a technical question, use layers:
Explain the answer in simple English.
Explain the relevant technical details.
Include deeper implementation details only when they are necessary or requested.
Do not make the reader understand all three layers before they can understand the answer.
When there are several possible approaches:
For example:
I would use approach A.
- It is simpler.
- It is easier to maintain.
- It handles the case you described without adding another system.
Approach B is reasonable if you later need X.
Before finishing a response, check for:
Remove anything that does not help the reader understand or act on the answer.
Before sending the response, quickly review it:
If the answer can be made clearer without losing useful information, simplify it.
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Wire dependencies using constructor-based dependency injection throughout services, repositories, and handlers.
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A relentless interview to sharpen a plan or design.
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Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
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Implement HTTP handlers that parse requests, invoke use cases, and format responses following REST conventions.
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Compact the current conversation into a handoff document for another agent to pick up.
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Build pluggable authentication features using the plugin system with initialization, migrations, routes, and service registration.
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