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autoprompt-skill

by Spielewoy872JavaScriptUpdated 2026-08-26

Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

Claude CodeCodexOpenCodeKilo CodeVS CodePrime AgentOh My PiDeepSeek Harness

Autoprompt is a coding-agent skill that reduces failures by 45% on agentic coding tasks through structured multi-agent orchestration. It enhances AI coding assistants by adding layers of planning, execution, review, testing, and verification agents that work together to complete complex development goals. The skill integrates with nine different coding agents including Claude Code, Codex, VS Code, OpenCode, and others. Developers invoke it with a goal and constraints, and Autoprompt handles the execution loop from implementation through testing and sign-off.

Key Features

45% reduction in task failures measured on Terminal-Bench 2.1 (+14.61 points over baseline)
Multi-layer agent architecture separating coordination, management, execution, and independent verification
Supports nine coding agents: Claude Code, Codex, OpenCode, Kilo Code, VS Code with Copilot, Prime Agent, Oh My Pi, DeepSeek Harness, and Reasonix
Concurrency modes: tokensaver (6 parallel agents), wide (all ready lanes), or custom ceiling
Autonomous scope, implement, test, review, repair, and verify workflows with strategic human checkpoints
Custom model routing where host supports it (Claude Code and Codex)
Built-in diagnostic tools: doctor command for installation health checks and per-provider verification
Cross-platform support for macOS and Linux with Node.js 20+, Python 3.11+, and Bash 4.3+

Use Cases

  • 01Fix bugs and add regression tests with automated verification cycles
  • 02Build complete features end-to-end from API layer through UI checkout flows
  • 03Research and evaluate technical options against an existing codebase
  • 04Migrate multiple models or modules with controlled parallelism to avoid conflicts
  • 05Implement complex refactoring with independent review and testing layers
  • 06Generate code that meets specific quality gates without manual step-by-step prompting

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autoprompt-skill — FAQ

What is Autoprompt and what does it do?+

Autoprompt is a skill for AI coding agents that adds structured planning, execution, review, and testing layers. It reduces task failures by 45% by coordinating multiple specialized agents that scope, build, test, and verify code changes autonomously.

How do I install Autoprompt for my coding agent?+

Install the CLI globally with 'npm install -g autoprompt-skill', then run 'autoprompt' to launch the interactive installer. Choose your coding agent from the supported list (Claude Code, Codex, VS Code, etc.), confirm the path, and install.

Which AI coding agents work with Autoprompt?+

Autoprompt supports Claude Code (2.1.219+), Codex (subagent-capable builds), OpenCode (1.18.7+), Kilo Code (7.4.22+), VS Code with Copilot (1.133+), Prime Agent (0.7.2), Oh My Pi (17.4.0+), DeepSeek Harness (0.1.0-rc.7+), and Reasonix (1.30.0+).

What are the prerequisites for installing Autoprompt?+

You need Node.js 20 or higher, Python 3.11+ exposed as 'python' with PyYAML installed, Bash 4.3+ on macOS or Linux, and Git if installing from source. Your coding agent must meet the minimum version requirement listed in the support table.

Is Autoprompt free to use?+

Yes, Autoprompt is open source under the MIT license. However, it uses about 3x the time and 2x the tokens of manual prompting due to the multi-agent workflow, so underlying AI model costs may increase.

Does Autoprompt mean I don't have to write prompts?+

No, you still provide a clear goal, constraints, and success criteria. Autoprompt handles the execution loop—planning, building, testing, reviewing, and repairing—so you don't have to prompt every individual step.

How do I install autoprompt-skill?+

Open the source repository on GitHub and follow its README. autoprompt-skill is a skill — MCP Agents Market links you directly to the official repo.

Is autoprompt-skill free?+

autoprompt-skill is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.

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