R0054/2026-03-31/C001/S02¶
WebSearch — Published AI system prompts with analytical rigor frameworks
Summary¶
| Field | Value |
|---|---|
| Source/Database | WebSearch |
| Query terms | published AI system prompts analytical rigor research agent complete framework GitHub 2024 2025 |
| Filters | None |
| Results returned | 10 |
| Results selected | 1 |
| Results rejected | 9 |
Selected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S02-R01 | AI-Researcher: Autonomous Scientific Innovation (NeurIPS 2025) | https://github.com/HKUDS/AI-Researcher | Comparable AI research framework with analytical rigor, provides comparison point |
Rejected Results¶
| Result | Title | URL | Rationale |
|---|---|---|---|
| S02-R02 | system-prompts-and-models-of-ai-tools | https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools | Collection of leaked/documented system prompts, not analytical research frameworks |
| S02-R03 | awesome-ai-system-prompts | https://github.com/dontriskit/awesome-ai-system-prompts | Curated collection of generic system prompts, not research-specific |
| S02-R04 | Awesome-Agent-Papers | https://github.com/luo-junyu/Awesome-Agent-Papers | Paper survey, not published prompts |
| S02-R05 | agentic-system-prompts | https://github.com/tallesborges/agentic-system-prompts | Coding agent prompts, not research methodology |
| S02-R06 | Best Prompting Techniques for Research 2025 | https://local-ai-zone.github.io/guides/ai-research-prompts-expert-strategies-2025.html | Guide, not published system prompt |
| S02-R07 | Agentic AI for Scientific Discovery | https://iclragenticai.github.io/ | Workshop page, not published prompt |
| S02-R08 | Top Ten GitHub Agentic AI Repositories 2025 | https://odsc.medium.com/the-top-ten-github-agentic-ai-repositories-in-2025-1a1440fe50c5 | Overview article, not specific prompts |
| S02-R09 | Autonomous-Agents research papers | https://github.com/tmgthb/Autonomous-Agents | Paper collection, not published prompts |
| S02-R10 | system-prompts-and-models-of-ai-tools (olznra) | https://github.com/olznra/system-prompts-and-models-of-ai-tools | Duplicate/fork of prompt collection |
Notes¶
This search was designed to find competing AI research system prompts to test whether Choe's prompt is truly among the first/most complete. The AI-Researcher framework was the only comparable result, though it uses a different approach (autonomous paper writing rather than ICD 203 analytical standards).