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promptadmin wants to merge 1 commits from upstream-sync/awesome-prompt-engineering-20260724-ef76c4-qhfi into main
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title: "Readme" title: "Readme"
task: "" task: ""
lineage_type: import lineage_type: import
upstream_source: https://github.com/promptslab/awesome-prompt-engineering/blob/e4192b41/README.md upstream_source: https://github.com/promptslab/awesome-prompt-engineering/blob/ef76c472/README.md
upstream_sha: e4192b41 upstream_sha: ef76c472
imported_at: 2026-07-15 imported_at: 2026-07-24
prompt_class: catalogue prompt_class: catalogue
upstream_changes: accepted upstream_changes: accepted
author: upstream author: upstream
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<!-- AUTORESEARCH-START --> <!-- AUTORESEARCH-START -->
## 🔬 Autonomous Research & Self-Improving Agents ## 🔬 Autonomous Research & Self-Improving Agents
> Auto-synced from [awesome-autoresearch](https://github.com/alvinunreal/awesome-autoresearch) · Last synced: 2026-07-15 > Auto-synced from [awesome-autoresearch](https://github.com/alvinunreal/awesome-autoresearch) · Last synced: 2026-07-24
### General-Purpose Descendants ### General-Purpose Descendants
@@ -911,6 +911,8 @@ These models established key concepts but are largely superseded for practical u
- [PouriaRouzrokh/LatteReview](https://github.com/PouriaRouzrokh/LatteReview) — Low-code Python package for **automated systematic literature reviews** via AI-powered agents. - [PouriaRouzrokh/LatteReview](https://github.com/PouriaRouzrokh/LatteReview) — Low-code Python package for **automated systematic literature reviews** via AI-powered agents.
- [LitLLM/LitLLM](https://github.com/LitLLM/LitLLM) — AI-powered literature review assistant using RAG for accurate, well-structured related-work sections in academic writing. - [LitLLM/LitLLM](https://github.com/LitLLM/LitLLM) — AI-powered literature review assistant using RAG for accurate, well-structured related-work sections in academic writing.
- [Agent Laboratory](https://agentlaboratory.github.io/) — Three-phase research pipeline: Literature Review → Experimentation → Report Writing, with specialized agents for each phase. - [Agent Laboratory](https://agentlaboratory.github.io/) — Three-phase research pipeline: Literature Review → Experimentation → Report Writing, with specialized agents for each phase.
- [happyhappy-jun/writing-driven-autoresearch](https://github.com/happyhappy-jun/writing-driven-autoresearch) — Autoresearch-style harness that keeps a submittable paper from the first minute and drives every experiment from the claims in that draft, looping modify → measure → verify → revise. 1st place at the [Ralphthon@ICML 2026](https://luma.com/hjuo7auc) autonomous-research hackathon.
- [AutoResearch-Factory/Agon](https://github.com/AutoResearch-Factory/Agon) — End-to-end research orchestrator built on one cornerstone principle, Prompt Economy (reusable loops, not one-off prompts), plus five supporting rules; runs scientist/coder/auditor loops across 10+ disciplines, same reusable-loop lineage as autoresearch but scaled to full research programs.
### Platform Ports & Hardware Forks ### Platform Ports & Hardware Forks