Prompt Architecture Pack

---
pack_id: prompt_architecture_pack
domain: prompt_system_design
type: system
---

# Prompt Architecture Pack

## Use When

- reusable prompts
- system prompts
- prompt frameworks
- prompt-based internal tools

## Mounted Constraints

- Every prompt must define:
  - scope
  - output schema
  - failure behavior
  - ambiguity handling
- Instruction precedence must be explicit
- Prompt injection resistance must be considered for hostile input channels

## Risk Patterns

- hidden ambiguity
- schema drift
- instruction collision
- vague evaluation language
- transcript injection surfaces

## Scoring Overrides

- Structural determinism: +25 weight
- Injection resistance: +25 weight
- Output schema clarity: +20 weight
- Failure handling quality: +15 weight
- Reusability: +15 weight

## Routing Bias

- require `adversarial_red_team`
- require `scenario_simulator`
- require `anti_bullshit_filter`

## Release Policy

Reject if:

- critical exploit remains
- output schema is underspecified
- failure behavior is absent