Deliver Edge Cases
Scannednpx machina-cli add skill product-on-purpose/pm-skills/deliver-edge-cases --openclawname: deliver-edge-cases description: Documents edge cases, error states, boundary conditions, and recovery paths for a feature. Use during specification to ensure comprehensive coverage, or during QA planning to identify test scenarios. phase: deliver version: "2.0.0" updated: 2026-01-26 license: Apache-2.0 metadata: category: specification frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose
Edge Cases
An edge cases document systematically catalogs the unusual, boundary, and error scenarios for a feature. While happy-path flows are typically well-specified, edge cases often get discovered in production — causing bugs, poor user experience, and support burden. Documenting edge cases upfront ensures engineering handles them intentionally and QA knows what to test.
When to Use
- During feature specification before engineering begins
- When preparing QA test plans
- After discovering production bugs to prevent similar issues
- When reviewing PRDs or user stories for completeness
- Before launch to ensure error states have been designed
Instructions
When asked to document edge cases, follow these steps:
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Define the Feature Scope Clearly describe what feature or flow you're analyzing. Edge cases are specific to context — the same input might be valid in one feature and invalid in another.
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Walk Through Input Validation Consider every user input: What if it's empty? Too long? Wrong format? Contains special characters? What are the minimum and maximum valid values?
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Explore Boundary Conditions Find the edges of acceptable ranges. If a field accepts 1-100, test 0, 1, 100, and 101. Consider pagination boundaries, timeout thresholds, and rate limits.
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Map Error States Identify what can go wrong: network failures, permission denied, resource not found, concurrent modifications, expired sessions. Document both the scenario and expected behavior.
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Consider Concurrency Issues What if two users act simultaneously? What if the user double-clicks? What if data changes between load and save? Race conditions often cause subtle bugs.
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Define Recovery Paths For each error, specify how users recover. What message do they see? Can they retry? Is data preserved? Good error handling turns frustration into confidence.
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Prioritize by Likelihood and Impact Not all edge cases need the same attention. High-likelihood + high-impact cases need robust handling; rare + low-impact cases might just need graceful failure.
Output Format
Use the template in references/TEMPLATE.md to structure the output.
Quality Checklist
Before finalizing, verify:
- All user inputs have validation edge cases documented
- Boundary conditions are explicitly listed
- Network/system failure scenarios are covered
- Each error state has a defined user-facing message
- Recovery paths are specified (not just error detection)
- Edge cases are prioritized by likelihood and impact
Examples
See references/EXAMPLE.md for a completed example.
Source
git clone https://github.com/product-on-purpose/pm-skills/blob/main/skills/deliver-edge-cases/SKILL.mdView on GitHub Overview
Deliver Edge Cases creates a living catalog of unusual, boundary, and error scenarios for a feature. By documenting input validation, boundary conditions, and recovery paths upfront, teams reduce bugs, support load, and improve user experience during QA and post-launch.
How This Skill Works
Start by defining the feature scope, then walk through all inputs and boundary conditions. Map each potential error state to a user-facing message and a recovery path, and prioritize cases by likelihood and impact.
When to Use It
- During feature specification before engineering begins
- When preparing QA test plans
- After discovering production bugs to prevent similar issues
- When reviewing PRDs or user stories for completeness
- Before launch to ensure error states have been designed
Quick Start
- Step 1: Define the feature scope and context
- Step 2: Enumerate inputs, boundary values, and likely error states
- Step 3: Document recovery paths and prioritize by likelihood and impact
Best Practices
- Define feature scope
- Validate all user inputs
- Explicitly list boundary conditions
- Map error states with user-facing messages
- Prioritize edge cases by likelihood and impact
Example Use Cases
- A login form with empty username or invalid password
- A search feature with boundary pagination (page 0, last page)
- A data export process that must handle network interruptions
- A collaborative document editor experiencing concurrent edits
- A session-based feature with expired tokens and retry flow