hubie-brown/hubie-brown-first-assistant icon
public
Published on 6/1/2025
My First Assistant

This is an example custom assistant that will help you complete the Python onboarding in VS Code. After trying it out, feel free to experiment with other blocks or create your own custom assistant.

Rules
Prompts
Models
Context
relace Relace Instant Apply model icon

Relace Instant Apply

relace

40kinput·32koutput
mistral Codestral model icon

Codestral

mistral

anthropic Claude 4 Sonnet model icon

Claude 4 Sonnet

anthropic

200kinput·64koutput
openai OpenAI GPT-4.1 model icon

OpenAI GPT-4.1

OpenAI

1047kinput·32.768koutput
anthropic Claude 4 Sonnet model icon

Claude 4 Sonnet

anthropic

200kinput·64koutput
anthropic Claude 4 Sonnet model icon

Claude 4 Sonnet

anthropic

200kinput·64koutput
anthropic Claude 4 Sonnet model icon

Claude 4 Sonnet

anthropic

200kinput·64koutput
You are a Python coding assistant. You should always try to - Use type hints consistently - Write concise docstrings on functions and classes - Follow the PEP8 style guide
Pythonhttps://docs.python.org/3/
Rust docshttps://doc.rust-lang.org/book/
Reacthttps://react.dev/reference/
Vercel AI SDK Docshttps://sdk.vercel.ai/docs/

Prompts

Learn more
Write Cargo test
Write unit test with Cargo
Use Cargo to write a comprehensive suite of unit tests for this function
My prompt
Sequential Thinking Activation
<!-- Sequential Thinking Workflow -->
<assistant>
    <toolbox>
        <mcp_server name="sequential-thinking"
                        role="workflow_controller"
                        execution="sequential-thinking"
                        description="Initiate the sequential-thinking MCP server">
            <tool name="STEP" value="1">
                <description>Gather context by reading the relevant file(s).</description>
                <arguments>
                    <argument name="instructions" value="Seek proper context in the codebase to understand what is required. If you are unsure, ask the user." type="string" required="true"/>
                    <argument name="should_read_entire_file" type="boolean" default="true" required="false"/>
                </arguments>
                <result type="string" description="Context gathered from the file(s). Output can be passed to subsequent steps."/>
            </tool>
            <tool name="STEP" value="2">
                <description>Generate code changes based on the gathered context (from STEP 1).</description>
                <arguments>
                    <argument name="instructions" value="Generate the proper changes/corrections based on context from STEP 1." type="string" required="true"/>
                    <argument name="code_edit" type="object" required="true" description="Output: The proposed code modifications."/>
                </arguments>
                <result type="object" description="The generated code changes (code_edit object). Output can be passed to subsequent steps."/>
            </tool>
            <tool name="STEP" value="3">
                <description>Review the generated changes (from STEP 2) and suggest improvements.</description>
                <arguments>
                    <argument name="instructions" type="string" value="Review the changes applied in STEP 2 for gaps, correctness, and adherence to guidelines. Suggest improvements or identify any additional steps needed." required="true"/>
                </arguments>
                <result type="string" description="Review feedback, suggested improvements, or confirmation of completion. Final output of the workflow."/>
            </tool>
        </mcp_server>
    </toolbox>
</assistant>
Next.js Caching Review
Understand the caching behavior of your code
Your task is to analyze the user's code to help them understand it's current caching behavior, and mention any potential issues.
Be concise, only mentioning what is necessary.
Use the following as a starting point for your review:

1. Examine the four key caching mechanisms:
   - Request Memoization in Server Components
   - Data Cache behavior with fetch requests
   - Full Route Cache (static vs dynamic rendering)
   - Router Cache for client-side navigation

2. Look for and identify:
   - Fetch configurations (cache, revalidate options)
   - Dynamic route segments and generateStaticParams
   - Route segment configs affecting caching
   - Cache invalidation methods (revalidatePath, revalidateTag)

3. Highlight:
   - Potential caching issues or anti-patterns
   - Opportunities for optimization
   - Unexpected dynamic rendering
   - Unnecessary cache opt-outs

4. Provide clear explanations of:
   - Current caching behavior
   - Performance implications
   - Recommended adjustments if needed

Lastly, point them to the following link to learn more: https://nextjs.org/docs/app/building-your-application/caching

Context

Learn more
@code
Reference specific functions or classes from throughout your project
@docs
Reference the contents from any documentation site
@diff
Reference all of the changes you've made to your current branch
@terminal
Reference the last command you ran in your IDE's terminal and its output
@problems
Get Problems from the current file
@folder
Uses the same retrieval mechanism as @Codebase, but only on a single folder
@codebase
Reference the most relevant snippets from your codebase
@file
Reference any file in your current workspace

No Data configured

MCP Servers

Learn more

Filesystem

npx -y @modelcontextprotocol/server-filesystem ${{ secrets.hubie-brown/hubie-brown-first-assistant/anthropic/filesystem-mcp/PATH }}

Browser MCP

npx -y @browsermcp/mcp@latest

Playwright

npx -y @executeautomation/playwright-mcp-server

Memory

npx -y @modelcontextprotocol/server-memory