# Spec Kit Feature Spec Template

## Feature

- Name:
- Owner:
- Date:
- Repo/service:

## User Intent

Describe the user-visible outcome in plain language.

## Problem

- Current behavior:
- Pain:
- Why now:

## Scope

### In scope

- 

### Out of scope

- 

## User Stories

1. As a ..., I want ..., so that ...

## Functional Requirements

| ID | Requirement | Acceptance criteria |
|---|---|---|
| FR-001 | | |

## Non-Functional Requirements

| ID | Requirement | Target |
|---|---|---|
| NFR-001 | Latency | |
| NFR-002 | Security | |
| NFR-003 | Observability | |

## Data and Integration Contracts

- Inputs:
- Outputs:
- APIs/tools:
- Data retention:

## AI-Specific Requirements

- Model behavior:
- Prompt contract:
- Tool permissions:
- Retrieval sources:
- Grounding/citation needs:
- Refusal/escalation behavior:

## Test and Eval Plan

| Test/eval | Dataset/cases | Pass threshold |
|---|---|---|
| Unit tests | | |
| Integration tests | | |
| AI evals | | |
| Regression checks | | |

## Risks

| Risk | Impact | Mitigation |
|---|---|---|
| | | |

## Done Criteria

- [ ] Requirements accepted
- [ ] Implementation complete
- [ ] Tests pass
- [ ] Evals pass
- [ ] Logs/traces available
- [ ] Security review complete if needed
- [ ] Docs updated