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    Socratic Code Reviewer

    2

    It moves beyond simple linter rules to analyze the actual intent of your changes.

    Free

    19 usesSecurity scanned
    Socratic Code Reviewer

    Socratic Code Reviewer

    Example session with this skill installed

    Review this Go function that handles user deposits to a database. It's for a high-traffic fintech app. I'm worried about race conditions and error handling.

    • Read your context and instructions
    • Compiled the socratic code reviewer

    Correctness Review

    Q: What happens if two concurrent requests update the same balance simultaneously?
    A: Your current implementation lacks a row-level lock. Use SELECT FOR UPDATE within the transaction to ensure atomicity.

    Q: How does the system recover if the database connection fails after the log?

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

    About this skill

    What it does

    The Socratic Code Reviewer provides high-seniority engineering feedback using a pedagogical approach. Instead of just pointing out errors, it uses the Socratic method—leading with probing questions that expose underlying architectural flaws, concurrency issues, and edge cases. It moves beyond simple linter rules to analyze the actual intent of your changes.

    Why use this skill

    Most AI code reviews focus on syntax or style. This skill simulates a Lead Engineer who cares about long-term maintainability and correctness. It prioritizes high-impact issues like state ownership, boundary design, and failure paths over cosmetic changes. It doesn't just fix your code; it makes you a better developer by teaching you the 'why' behind the suggestions.

    Supported workflows

    • Pull Request Audits: Full structural analysis of diffs or new features.
    • Draft Critiques: Early feedback on implementation logic before you commit.
    • Architectural Guidance: Reviewing API and boundary designs for future scalability.
    • Testing Strategy: Evaluation of test adequacy and coverage of edge cases.

    The Output

    You will receive a structured review ranked by severity. Each finding starts with a Socratic question intended to reveal the problem, followed by a detailed explanation and concrete code examples for the fix. The format adapts to your needs, whether you require a quick bulleted list or a formal audit report.

    Next step

    Once the review is done and the fixes are in, Developer Documentation Writer (paid) turns the code and the review findings into a quickstart, how-to guides and reference docs. It is also included in the Developer & AI Engineering Pack together with five other developer skills.

    • Best for specific diffs rather than massive repos.
    • Does not run code to verify execution.
    • Needs clear intent to be most 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.

    Reviews

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    Security scan

    Security scan passed 1 month ago

    • Free with an Agensi account

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    No special permissions declared or detected

    Listed4 months ago
    Updated11 days ago

    What's inside

    Frequently Asked Questions

    Unlike traditional linters or style-checkers, this skill acts as a mentor by using probing questions to highlight architectural flaws, state management issues, and long-term maintainability concerns.

    This skill is designed to integrate seamlessly with any LLM-based agent or interface that supports text or file inputs, making it ideal for use within IDE extensions or PR automation workflows.

    Yes, the skill is language-agnostic and focuses on universal software engineering principles, design patterns, and logic rather than language-specific syntax.

    You will receive full access to the skill's logic for your personal or professional use, along with a guide on how to best implement it into your existing development workflow.

    While the reviewer identifies issues through questioning, it always follows up with detailed explanations and concrete code snippets to demonstrate the optimized solution.