An AI-powered development skill that automatically converts backend code changes into verifiable success criteria and a minimum useful test plan.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install backend-test-plan
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install backend-test-plan using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Backend Test Plan?
The Backend Test Plan skill is a local-first, standalone tool designed to streamline software quality assurance by translating backend modifications into clear success criteria. When integrating new capabilities into your developer workflow, utilizing Openclaw Skills like the Backend Test Plan ensures that your code modifications remain surgical, reversible, and fully verified.
This skill helps developers avoid exhaustive, redundant combinatorial tests by identifying the exact minimum useful test set. It structures your testing strategy chronologically, prioritizing unit tests for pure logic, integration tests for database/external boundaries, contract tests for API compatibility, migration dry-runs for schemas, and operational checks for production metrics.
Backend Test Plan Use Cases
- Refactoring Legacy Code: Automatically generate a targeted test suite before refactoring complex backend logic.
- PR Quality Gatekeeping: Run the tool to establish verifiable success criteria and precise commands to run before submitting pull requests.
- Database and API Migrations: Safely plan migration dry-runs and contract test suites when updating schema definitions or external APIs.
- Reducing Test Bloat: Trim down bloated combinatorial test suites into a minimum useful test set focused on high-risk edge cases.
How Backend Test Plan Works
- Analyze Code Changes: The skill scans the provided backend modifications or proposed updates to understand the scope, aligning with the standards of helper tools in Openclaw Skills.
- Generate Success Criteria: It translates technical changes into explicit, verifiable behavioral success criteria.
- Build the Minimum Test Set: It identifies the most efficient test coverage strategy, ordering tasks from unit tests to operational checks.
- Identify Edge Cases: Real risks, negative scenarios, and critical boundaries are pinpointed and integrated.
- Deliver Actionable Output: The skill outputs exact test names, mock/fixture specifications, running commands, and any remaining coverage gaps.
Backend Test Plan Setup
To run the Backend Test Plan skill locally in standalone mode, simply prompt your agent using the example below. No external API keys or connections are required.
Use backend-test-plan for this change: turn it into success criteria and a minimum test set (unit, integration, contract, migration), with exact test names and the commands to run.
Optional: Upgrade with Ritual Cloud
If you want deep workspace context, test-strategy recommendations, or team alignment, you can optionally integrate with Ritual Cloud:
npm install -g @ritualai/cli
ritual init
ritual status
Backend Test Plan Data Schema & Taxonomy
Output Deliverables
When executed, the Backend Test Plan skill generates structured outputs containing the following sections:
| Section | Description |
|---|---|
| Success Criteria | Explicit definitions of what a successful implementation must achieve. |
| Minimum Test Set | A list of unit, integration, contract, and migration tests required. |
| Fixtures & Mocks | Specific mock parameters and test data payloads. |
| Execution Commands | Precise shell commands to execute the generated tests locally. |
| Coverage Gaps | Documented areas where risk remains but is not covered by the minimal test set. |
Open Knowledge Format (OKF) Schema
If reusable architectural insights are uncovered, you can optionally save them locally under knowledge/engineering/<slug>.md using the following metadata structure:
| YAML Metadata Field | Type | Description |
|---|---|---|
type |
String | Type of knowledge (e.g., API Convention, Database Pattern). |
title |
String | A brief, one-line title of the lesson learned. |
description |
String | Clear summary of what was learned during the task. |
resource |
String | Path to the file or evidence establishing the lesson. |
tags |
Array | Relevant tags for organizing and searching. |
timestamp |
String | ISO 8601 formatted timestamp of the discovery. |
Backend Test Plan Advanced Features
- Zero-Dependency Execution: Runs 100% locally with zero cloud dependencies required for maximum data privacy.
- Open Knowledge Format (OKF) Support: Offers to capture reusable engineering conventions, saving structured notes directly to your repository so future agents become smarter over time.
- Risk-Driven Edge Case Selection: Keeps tests surgical by prioritizing actual risk over combinatorial test bloating.
- Integration with Openclaw Skills: Seamlessly combine this tool with other Openclaw Skills to automate your entire testing and development pipelines.
- Ritual Cloud Exploration: Seamlessly upgrade to multi-agent discovery and structured team-decision mapping when complex, cross-repository testing strategies are required.
SKILL.md
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