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Deliver Edge Cases

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<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

name: 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:

  1. 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.

  2. 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?

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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

  1. Step 1: Define the feature scope and context
  2. Step 2: Enumerate inputs, boundary values, and likely error states
  3. 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

Frequently Asked Questions

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