Identify potential failure scenarios for planned features during design.
npx skills add https://github.com/dangeles/claude --skill edge-case-analyst
Please help me install this Agent Skill. Skill: edge-case-analyst Source: https://github.com/dangeles/claude/tree/main/claude-config/skills/edge-case-analyst Command: npx skills add https://github.com/dangeles/claude --skill edge-case-analyst
This Skill helps product teams and engineers identify potential failure scenarios early in the design process, reducing the risk of costly changes after implementation.
Run the edge-case-analyst during planning sessions to enumerate potential risks for a feature and generate a prioritized mitigation plan. Example: open a planning doc and execute the risk discovery prompts to capture edge-case scenarios.
High-intent search queries and answers about installing and using this skill.
Edge-case risk identification applies a taxonomy across user behavior, system states, tools, data, concurrency, and integration points. This Skill executes a phase-driven workflow to surface failure scenarios and generate prioritized mitigation strategies during design reviews.
FMEA, or Failure Mode and Effects Analysis, is a structured method for evaluating potential failures across system components. You can trigger an optional Full Mode FMEA during the risk assessment phase to deeply analyze failure modes and their effects on planned features.
Creating a risk matrix involves categorizing potential failure scenarios by taxonomy and assessing their impact. This Skill generates structured reports with prioritized action items, applying mitigation strategies like pre-flight checks, graceful degradation, and rollback plans for design reviews.
Pre-implementation risk analysis runs without external dependencies. The Skill operates standalone during planning sessions, using your feature documentation as context to enumerate potential edge-case scenarios and generate structured mitigation guidance.
Recommended mitigation strategies for concurrency and integration risks include retries with backoff, pre-flight checks, and graceful degradation. The Skill provides actionable guidance tailored to the specific failure scenarios surfaced during the taxonomy-based analysis.
Yes, this approach works for analyzing data quality and user behavior edge cases. The Skill explicitly applies a structured taxonomy that includes User Behavior, Data, System, Tool, Concurrency, and Integration categories to ensure comprehensive risk discovery.
aimasteraccReview engineering plans for architecture, data flow, edge cases, and test coverage.
tyevansIdentify failure modes and design mitigations for high-stakes features.
junchenghuoIdentify, score, and plan mitigation strategies for project risks.
deMGoncalvesValidatesBDD scenarios, coverage thresholds, edge/error cases, and integration tests for code changes.
