R0054/2026-03-31/C005/SRC02
Axiom Prompt Engineering — GitHub repository demonstrating axiom-based prompting as a recognized pattern.
Source
Summary
| Dimension |
Rating |
| Reliability |
Medium-Low |
| Relevance |
Medium |
| Bias: Missing data |
Some concerns |
| Bias: Measurement |
N/A |
| Bias: Selective reporting |
Some concerns |
| Bias: Randomization |
N/A -- not an RCT |
| Bias: Protocol deviation |
N/A -- not an RCT |
| Bias: COI/Funding |
Low risk |
Rationale
| Dimension |
Rationale |
| Reliability |
GitHub repository without academic review. Provides existence proof only. |
| Relevance |
Demonstrates that axiom-based prompting is a recognized concept beyond the claim's prompt. |
| Bias flags |
Limited documentation makes full assessment difficult. |
| Evidence ID |
Summary |
| SRC02-E01 |
Axiom Prompt Engineering uses mathematical optimization principles with "fundamental truths" as axioms |