Issue
Policy Area Has No Examples
A policy, rule, standard, or guidance area has no examples showing how it should apply to real cases.
What This Looks Like
A policy or guidance area declares a rule but gives no examples of how the rule applies to real cases. The AI, reviewer, or user may understand the policy language abstractly but lack reference cases for boundaries, exceptions, edge cases, or expected decisions.
Why It Matters
Examples help convert policy language into usable judgment. Without them, similar cases may be handled inconsistently, reviewers may infer different meanings, and the AI may overgeneralize or underapply the rule. The policy exists, but its application surface is weak.
Structural Signal
A policy rule exists without supporting examples that stabilize its interpretation. The issue is not that the policy is absent; it is that the policy has too little applied coverage to guide consistent use.
Common Triggers
- Policies are written abstractly without case examples
- New rules are added before examples are developed
- Edge cases are discussed informally but not captured
- The AI retrieves policy text without applied guidance
- Reviewers rely on local memory instead of shared examples
- Examples exist for common cases but not the policy area in question
When to Use This Issue
Use this Issue when a policy, rule, or guidance area lacks examples needed to apply it consistently to real cases.
When Not to Use This Issue
Do not use this Issue when examples exist but are outdated, conflicting, or ignored. Do not use it when the policy itself is missing.
Category
Primary Pattern
Declared Patterns
Density Vacuum
A structural condition where a region expected to contain sufficient nodes, edges, coverage, or relationships falls below declared density thresholds.
Incomplete Declaration
A structural condition where an element is declared but required attributes, dependencies, or linked definitions are missing.
Reference Instability
A structural condition where references, identifiers, links, or anchors change across equivalent evaluations without a declared cause.
Derived Primary Lenses
Absence Lens
Detects structurally required elements that are missing from the observed structure.
Compression Lens
Reduces structural graphs into stable minimal representations for comparison, redundancy detection, and diffing.
Constraint Sufficiency Lens
Evaluates whether declared constraints are sufficient to eliminate structural degrees of freedom.
Reference Stability Lens
Evaluates whether structural references, identifiers, nodes, and edges remain consistent across execution cycles or comparable states.
Derived Secondary Lenses
Search Intents
- policy area has no examples
- AI policy lacks examples
- no examples for policy rule
- policy guidance has no cases
- missing examples for AI review
- policy hard to apply without examples