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R0054/2026-03-31/C005/SRC02

Research R0054 — Prompt Claims v2
Run 2026-03-31
Claim C005
Search S01
Result S01-R01
Source SRC02

Axiom Prompt Engineering — GitHub repository demonstrating axiom-based prompting as a recognized pattern.

Source

Field Value
Title Axiom Prompt Engineering
Publisher GitHub (codedidit)
Author(s) codedidit
Date Unknown
URL https://github.com/codedidit/axiomprompting
Type Open-source project

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 Extracts

Evidence ID Summary
SRC02-E01 Axiom Prompt Engineering uses mathematical optimization principles with "fundamental truths" as axioms