R0021/2026-03-25/Q008 — Self-Audit

Research	R0021 — Prompt engineering definitions
Run	2026-03-25
Query	Q008

ROBIS 4-Domain Audit

Domain 1: Eligibility Criteria

Rating: Low risk

Domain 2: Search Comprehensiveness

Rating: Some concerns - One search query; could have searched formal language literature separately

Domain 3: Evaluation Consistency

Rating: Low risk

Domain 4: Synthesis Fairness

Rating: Low risk

Overall Assessment

Overall risk of bias: Low risk

Researcher Bias Check

• Framing bias: The 430:1 ratio frames natural language maximally unfavorably. In practice, context eliminates most candidate meanings. However, the ratio for specifications (where context is minimal) is a legitimate comparison.