Q001¶


Research	R0049 — Landscape Scan
Run	2026-03-31-02
Query	Q001

Query¶

Has anyone published a complete, usable AI/LLM system prompt that implements a full analytical rigor framework for research?

BLUF¶

Very unlikely (05-20%). Extensive search found no published system prompt implementing a complete analytical rigor framework. The field has produced narrow-task prompts, partial SAT implementations (3 of 66 techniques), and code-based research pipelines — but nothing at the intersection of "system prompt" and "full framework."

Hypothesis Table¶

Hypothesis	Statement	Status
H1	Complete published prompts exist	Not supported
H2	No such prompts exist; only narrow tasks	Partially supported
H3	Partial implementations exist but none comprehensive	Supported

Searches¶

Search	Description	Selected	Rejected	Total
S01	Academic prompt frameworks	3	7	10
S02	GitHub system prompts	4	6	10
S03	Preprint LLM research	2	8	10
S04	ICD 203 AI prompts	1	9	10
Total		10	30	40

Sources¶

Source	Title	Reliability	Relevance
SRC01	The Prompt Report	High	High
SRC02	sroberts LLM-SATs-FTW	Medium	High
SRC03	PRISMA-trAIce Checklist	High	Medium
SRC04	Perplexity System Prompt	Medium	High
SRC05	Agent Laboratory	High	Medium
SRC06	AI-Researcher (HKUDS)	High	Medium

Drill-Down¶

Query Definition — Full scope, clarification, and status
Assessment — Complete analytical product with reasoning chain
ACH Matrix — Evidence vs. hypotheses matrix
Self-Audit — ROBIS-adapted 5-domain audit

Revisit Triggers¶

Publication of a system prompt implementing ICD 203 or equivalent
Release of a custom GPT or Claude Project with published comprehensive research methodology
Academic paper publishing a complete research methodology prompt
Major prompt engineering survey (Prompt Report v2) identifying this category