Works with the AI Agents you already use

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    Senior Engineer Mindset for AI Coding Agents

    1

    Force your AI agent to apply senior-level architectural judgment and design notes before writing any code.

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    Senior Engineer Mindset for AI Coding Agents

    Senior Engineer Mindset for AI Coding Agents

    Example session with this skill installed

    Add a logging feature to the user authentication flow so we can track failed login attempts.

    • Read your context and instructions
    • Compiled the senior engineer mindset

    Design Note

    • Goal: Track failed logins for security auditing.
    • Blast Radius: auth_service.py and the audit_logs table.
    • Layer: Application service boundary (AuthService).
    • Reuse: Utilize existing Logger utility; do not create a new logging transport.
    • Approach: Inject logger into AuthService.login, catch AuthException, and log user metadata. No new middleware needed.
    • Risks: Avoid logging PII (cleartext passwords). Commit to scrubbing the password field before logging.

    Connects securely to your tools. The creator never sees your data.

    About this skill

    Stop writing spaghetti code and start building systems

    Most AI agents rush to write code the second they receive a prompt. This leads to architectural drift, technical debt, and "clever" solutions that solve the immediate problem while breaking the larger system. This skill installs the disciplined habits of a Staff Engineer into your AI agent, forcing it to think, layer, and reuse before it ever touches a file.

    What it does

    The skill implements a rigorous six-gate "pre-flight check" for every non-trivial task. Before generating code, your agent must evaluate:

    • System Blast Radius: Assessing what dependencies might break.
    • Layer Integrity: Ensuring business logic doesn't leak into controllers or infrastructure.
    • Reuse Hierarchy: Prioritizing existing patterns and utilities over new abstractions.
    • Simplicity Bias: Selecting the most straightforward implementation to avoid over-engineering.

    Why use this skill

    Instead of receiving a massive, unprincipled diff, you get a concise Design Note first. This note outlines the agent's mental model, its architectural choices, and its risk assessment. It transforms your agent from a junior dev who "just makes it work" into a senior partner who "makes it right." It is particularly effective for large codebases where maintaining consistency and avoiding duplication is critical.

    • Adds latency to simple tasks due to mandatory design notes.
    • Potential overkill for solo or throwaway scripts.
    • Requires agents with strong reasoning capabilities to be effective.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before any payment.

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    Listed4 months ago

    What's inside

    Frequently Asked Questions

    This skill enforces a mandatory 'pre-flight' architectural review, requiring the agent to analyze system impact and design logic before writing code. It solves the common issue of AI agents generating messy, unprincipled code that ignores existing project patterns.

    The skill is designed to be platform-agnostic and works with any modern AI agent or IDE extension that supports system instructions or custom skill sets. It is particularly effective with agents capable of multi-step reasoning and file-system awareness.

    You will receive the proprietary 'Senior Engineer' logic framework, a set of integration instructions, and a guide on how to trigger the 'Design Note' requirement within your specific workflow.

    Setup is straightforward: you simply import the provided skill definition into your agent's system profile or custom instructions. Once installed, it automatically triggers whenever the agent identifies a non-trivial architectural change.

    This skill is highly optimized for large-scale production codebases where technical debt and 'leaky abstractions' are major risks. It ensures the AI respects your existing architecture rather than introducing conflicting patterns.

    Purchasing this skill grants you lifetime access to the current version as well as any future refinements to the logic gates. As AI models evolve, we update the underlying heuristics to ensure the 'Senior Engineer' mindset remains effective.

    New in Agents & Orchestration