Software Engineer: The All-in-One AI Plugin

Skills for software engineers 17

• code debugging assistantReads your error and stack trace, finds the cause, and returns fixed code plus a test that reproduces it.
• structured code troubleshooterTurns a vague bug into a root cause plan with execution tracing, so you stop guessing and start fixing.
• unit testing strategies assistantWrites test cases and mocks for a module, for example covering the empty-cart and failed-payment paths.
• security best practicesReviews auth, input handling, and secrets for your language and framework, then shows the safer code.
• data structure selection assistantCompares maps, trees, and queues on memory and speed so you pick the right one for your lookup pattern.
• software engineer agent v1Builds a feature or refactor from your spec, runs the test suite, and records the decisions it made.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 385

• Code Debugging17 prompts, like Adopt Debugging Best Practices
• Performance Profiling19 prompts, like Analyze Performance Data for Bottlenecks
• Security Best Practices22 prompts, like Compliance and Regulatory Requirements
• Algorithm Optimization19 prompts, like Algorithm Complexity Analysis
• Data Structure Selection19 prompts, like Analyze Data Structure Memory Usage
• Software Design Patterns18 prompts, like Apply Design Patterns Best Practices
• API Integration22 prompts, like Analytics API Integration Guide

Apps you can build with AI 5

• Source-linked code review and security consoleCut manual review time and catch security issues before merge, while a named reviewer still approves every change. Demo included.
• Source-linked code review and debugging consoleShorten review and debugging cycles on real code, with source links and engineer approval on each change. Demo included.
• Source-linked unit test generation consoleRaise test coverage and catch bugs earlier, while engineers decide what actually gets merged. Demo included.
• Plain-language test generation and execution workspaceCut manual test writing and upkeep, keeping release checks under your team's control. Demo included.
• Autonomous user-behavior test generation and replay workspaceCatch user-facing bugs before release without maintaining brittle test scripts. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Support Escalation Reproduction Agent". Each one also has a guided set-up with sample data on its page.

• Support Escalation Reproduction AgentEvery engineering escalation includes a minimal reproduction or a documented failure to reproduce.
• Dependency Upgrade Rehearsal AgentDependencies stay current through tested, reviewable upgrade patches.
• API Contract Drift Repair AgentSchema, clients and implementation agree, without surprise breaking changes.
• Database Migration Rehearsal AgentMigrations rehearsed safely with schema and data intact.
• Build Environment Repair AgentA reproducible build environment documented for everyone.
• Log Redaction Validation AgentLogs that hide every restricted value but keep useful diagnostics.
• API Pagination Recovery AgentSyncs that return every record exactly once.
• Accessibility Regression Repair AgentKeyboard and screen-reader journeys keep working after UI changes.
• RTOS Timing and Priority Review AgentRemove missed deadlines and priority inversions with measured proof
• Static Analysis Findings Triage AgentTurn a long findings list into confirmed fixes and justified suppressions
• Crash Rate Rollout Guard AgentStop a bad release early by checking each rollout stage against the last release
• Device and OS Test Matrix AgentCover the devices and OS versions that matter and confirm the app works on each

Connections (MCP servers) 12

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• Jira and GitHub MCP serverLets your AI look up Jira issues and handle GitHub branches, commits, and pull requests for you.
• Bitbucket MCP serverLets your AI look at and manage your Bitbucket repos, pull requests, and pipelines for you.
• GitHub Actions MCP serverLets your AI check, re-run, cancel, and trigger GitHub Actions workflow runs for you.
• GitHub Enterprise MCP serverLets your AI look up and manage repos, issues, and pull requests on your company's GitHub.
• GitHub MCP serverConnect your AI to GitHub so it can read code, handle issues and pull requests, and check builds for you. No install needed.
• Copilot CLI MCP serverAsk GitHub Copilot CLI to read, review and bulk-process your code straight from your AI chat window.
• GitLab and Jira MCP serverLets your AI read and update your GitLab projects and Jira tickets for you.
• GitLab MCP serverAsk your AI to review merge requests, check pipelines, and manage GitLab issues in plain words. No install needed.
• VS Code Dev Tools MCP serverLets your AI look up code details inside VS Code, like where a function is used or defined.
• VS Code MCP serverLets your AI read, search, edit and check files inside your open VS Code workspace for you.
• JetBrains MCP serverLet your AI work with your JetBrains IDE like IntelliJ, PyCharm, WebStorm and Android Studio. Official.
• Visual Studio MCP serverLets your AI read your C# code the way Visual Studio does, and even debug it while it runs.

Your Grok Bot team 12

• Code Debugging AssistantDebug code, inspect errors, and optimize performance through guided debugging assistance.
• Structured Code TroubleshooterDebug code faster with structured analysis, testing, and collaboration support.
• Unit Testing Strategies AssistantGenerates, analyzes, and automates unit tests to improve software quality.
• Security Best PracticesReviews code for language and framework specific security vulnerabilities and suggests fixes.
• Data Structure Selection AssistantGuides software engineers in selecting, analyzing, and implementing optimal data structures.
• Software Engineer Agent V1Writes production-ready code autonomously from specifications.
• LemmalyState Big-O, data structure, and algorithm family before writing any loop or query.
• Design Pattern GuideExplains, implements, and selects software design patterns for your projects.
• Web Debugging AssistantDebugging assistant for web developers: interprets errors, reviews code, and plans fixes.
• Software ArchitectureGuides software architecture decisions using Clean Architecture and DDD principles.
• Performance OptimizationMeasure, identify, fix, and verify performance bottlenecks in web apps.
• Algorithm Optimization AssistantOptimize your algorithms' speed, memory, and efficiency with guided analysis and design.