amp-codeDelegate coding tasks to Sourcegraph Amp, an autonomous coding agent. Use when: multi-file changes, new features, bug fixes, test writing, or any coding task...
Install via ClawdBot CLI:
clawdbot install minerva-care/amp-codeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
An online retailer needs to add a new product recommendation engine that integrates with their existing catalog and user behavior data. This involves modifying multiple backend services, updating API endpoints, and writing integration tests to ensure recommendations are accurate and performant. Amp can autonomously handle the multi-file changes and test generation across the codebase.
A fintech company discovers a critical bug in their transaction processing system where rounding errors cause discrepancies in financial reports. The fix requires investigating code across several modules, refactoring calculations, and adding unit tests to prevent regressions. Amp is ideal for this complex debugging and multi-file editing task.
A healthcare provider needs to update their patient management app to comply with new data privacy regulations, requiring changes to data handling logic, API security, and audit logging across multiple files. Amp can autonomously implement these changes while maintaining existing functionality and generating compliance tests.
A SaaS startup wants to migrate their monolithic architecture to microservices to improve scalability. This involves splitting code into independent services, updating dependencies, and ensuring APIs remain consistent. Amp's deep mode can handle the complex refactoring and test writing across the entire codebase.
An edtech company needs to expand test coverage for their interactive learning platform to improve reliability. This requires writing comprehensive unit and integration tests for various modules, including UI components and backend logic. Amp can quickly generate test suites in rush mode for faster deployment.
Companies offer Amp as part of a monthly or annual subscription for developers, providing access to autonomous coding features. Revenue is generated through tiered pricing based on usage limits, such as the number of tasks or complexity levels, appealing to teams of all sizes seeking to boost productivity.
Large organizations purchase enterprise licenses for Amp, including custom integrations, dedicated support, and enhanced security features. Revenue comes from one-time license fees or annual contracts, targeting industries like finance and healthcare that require robust, auditable coding solutions.
Amp offers a free tier for basic coding tasks, with premium features like advanced modes (e.g., deep mode) and priority support available for a fee. Revenue is driven by upselling to power users and small businesses who need more complex automation, leveraging a large user base for conversion.
💬 Integration Tip
Always run Amp from the project root directory to ensure it accesses the correct files, and use the wrapper script for easier task management and auditability via thread IDs.
Scored Apr 19, 2026
Control desktop applications on Windows — launch, close, focus, resize, move windows, simulate keyboard/mouse input, manage processes, control VSCode, read clipboard, and capture screen info. Use when the user wants to interact with any running program, switch windows, type text, press shortcuts, open files in VSCode, manage running processes, or get system display information.
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.
Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.
Claude Code integration for OpenClaw. This skill provides interfaces to: - Query Claude Code documentation from https://code.claude.com/docs - Manage subagents and coding tasks - Execute AI-assisted coding workflows - Access best practices and common workflows Use this skill when users want to: - Get help with coding tasks - Query Claude Code documentation - Manage AI-assisted development workflows - Execute complex programming tasks
Plan, draft, version, and refine written content with enforced versioning and quality audits.