Edge Case Discovery Skill: Find the awkward states a happy-path requirement leaves behind
Edge Case Discovery field guide: explore unusual data, timing, identity, state, environment, and recovery conditions with evidence.
#AI Testing
Negative Scenario Discovery Skill: Find the failure paths the happy journey carefully avoids
Negative Scenario Discovery field guide: identify rejection, interruption, misuse, invalid state, dependency, and recovery scenarios.
It's Always a People Problem: The Reality Behind AI in Testing
AI can automate routine QA; people still clarify requirements, find risks, validate evidence, and guide teams. Lewis Prescott’s talk revisits ATDD and BDD.
Defining Agent Skill Quality: The SQEM Model
Use SQEM’s seven quality domains and eight principles to connect Agent Skill quality claims to evidence without hiding everything behind one score.
Risk-Based Testing Skill: Turn Risk Evidence into Test Depth and Scope
A bilingual guide to turning supplied quality risks, failure modes, and delivery constraints into prioritized test objectives, methods, depth, and trade-offs.
Test Scope Analysis Skill: Make Inclusion, Exclusion, and Expansion Boundaries Explicit
A bilingual guide to defining test scope, depth, dependencies, stop conditions, expansion triggers, and residual risk before execution.
Business Rule Extraction Skill: Turn policy prose into rules a team can actually verify
Business Rule Extraction field guide: identify actors, conditions, decisions, exceptions, states, and evidence from business material.
Requirement Traceability Analysis Skill: Build a Bidirectional Evidence Trail
A bilingual guide to mapping requirements, design, code, tests, defects, and validation evidence without confusing links with coverage.
What Is an Agent Skill? From Specification to Runtime
Break an Agent Skill into SKILL.md, metadata, references, progressive disclosure, and the runtime chain that turns a package into behavior.
Requirement Conflict Detection Skill: Separate Real Contradictions from Scope Differences
A bilingual guide to detecting mutually exclusive requirement rules while preserving sources, conditions, applicability, and Human precedence decisions.
Requirement Consistency Analysis Skill: Compare Terms, States, and Rules Across Artifacts
A bilingual guide to comparing requirement artifacts for terminology, identifiers, formats, states, rules, behavior, scope, and evidence status.
Testing Agent Skills: Why “It Works” Does Not Mean “It’s Good”
Why a valid SKILL.md, a successful invocation, and plausible output are still insufficient evidence of Agent Skill quality.