1. Paste the observation matrix
One row per prompt. Use a semicolon between observed roles.
Supported intents: discovery, comparison, implementation, validation. Supported roles: definition, evidence, comparison, implementation, validation.
2. Review the gap queue
Priority is a transparent heuristic, not a forecast.
0valid prompts
0missing roles
0role-complete prompts
Run the synthetic example to create a prioritized queue.
Methodology
This is a planning instrument for researchers and editors. It separates the observation record from the prioritization rule so another person can reproduce—or challenge—the queue.
1 · Freeze prompts
Assign stable IDs and preserve the exact language used for each research run.
2 · Observe manually
Record only source roles actually visible in a dated answer snapshot.
3 · Identify gaps
Compare observed roles with the intent-specific responsibility set below.
4 · Validate editorially
Investigate a gap before publishing; relevance and evidence quality outrank the score.
| Source role | Operational definition | Example asset class |
|---|---|---|
| Definition | Explains the entity, category, or term without assuming prior knowledge. | Glossary, product facts, category explainer |
| Evidence | Supports a factual claim with traceable data, method, or primary documentation. | Dataset, methods note, benchmark |
| Comparison | States the dimensions and trade-offs needed to compare approaches fairly. | Decision framework, alternatives guide |
| Implementation | Shows how a reader can perform, test, or reproduce a workflow. | Tutorial, checklist, integration guide |
| Validation | Provides independent or falsifiable corroboration beyond a publisher's own claims. | Third-party review, audit, replication |