Prompt Details
Model
(claude-5-sonnet)
Token size
851
Example input
[SOURCE_INVENTORY]: - 2025 PDF manuals for Models A and B with section locators. - Product taxonomy containing Models A, B, C and feature labels. - Live inventory API returning SKU, quantity, timestamp. - Customer table exists but current role is denied.
[QUESTION_FAMILIES]: 1. Which models support Feature X? 2. What is the current stock of SKU-A? 3. What are Model C warranty terms? 4. Show Customer 47 purchase history.
[CONSTRAINTS]: Current facts must be timestamped. Denied sources are terminal.
[OUTPUT_DEPTH]: audit
Example output
```markdown
## Executive Finding
Current stock is answerable through the live API. Feature support is partial
because A/B have documentary backing while C has taxonomy labels only. Model C
warranty terms are unavailable. Purchase-history access is denied and must not
be translated into "no purchases."
Assumptions: the inventory API is the system of record for stock; the customer
table denial applies to this session's role, not a permanent lockout.
## Answerability Matrix
| Question family | Required evidence | Capable source/path | Status | Confidence | Basis |
|---|---|---|---|---|---|
| Feature support | Model-feature evidence | A/B manuals; taxonomy for C | PARTIAL | HIGH | Manuals back A/B; taxonomy cannot prove C support |
| Current stock | SKU, quantity, timestamp | Inventory API | ANSWERABLE | HIGH | Direct executable source |
| Model C warranty | Model-specific warranty text | None | UNAVAILABLE | HIGH | No warranty evidence path |
| Purchase history | Authorized customer/order records | Denied customer table | UNAVAILABLE to caller | HIGH | Explicit access denial |
## Coverage Gaps
| Gap | Failure mode | Impact | Smallest repair | Priority |
|---|---|---|---|---|
| No C manual | Taxonomy treated as evidence | Unsupported claims | Add versioned C manual | P0 |
| No warranty corpus | Terms copied from A/B | Contract error | Add authoritative warranty source | P0 |
| Denied customer view | Denial treated as empty | Privacy/false negative | Authorized purpose-bound view | P0 |
## Admission Rules
Answer stock with timestamp; answer A/B feature claims with citations; answer
cross-model questions partially; refuse purchase history; escalate Model C
warranty.
## Unknowns
Whether the customer-table denial is role-specific or account-wide is not
established by the input.
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CLAUDE-5-SONNET
Find out what your RAG system can actually answer before users discover the gaps. This prompt converts a corpus, schema, graph, or tool inventory into an answerability map that separates real evidence paths from semantic concepts with no usable backing.
Use it to detect unmapped concepts, missing sources, stale evidence, permission barriers, and empty-result risks before deployment.
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Added 13 hours ago
