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b8494927de |
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title: "Readme"
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task: ""
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lineage_type: import
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upstream_source: https://github.com/promptslab/awesome-prompt-engineering/blob/51578a47/README.md
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upstream_sha: 51578a47
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imported_at: 2026-07-25
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upstream_source: https://github.com/promptslab/awesome-prompt-engineering/blob/00767d2f/README.md
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upstream_sha: 00767d2f
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imported_at: 2026-07-16
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prompt_class: catalogue
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upstream_changes: accepted
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author: upstream
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@@ -856,7 +856,7 @@ These models established key concepts but are largely superseded for practical u
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<!-- AUTORESEARCH-START -->
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## π¬ Autonomous Research & Self-Improving Agents
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> Auto-synced from [awesome-autoresearch](https://github.com/alvinunreal/awesome-autoresearch) Β· Last synced: 2026-07-25
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> Auto-synced from [awesome-autoresearch](https://github.com/alvinunreal/awesome-autoresearch) Β· Last synced: 2026-07-16
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### General-Purpose Descendants
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@@ -911,8 +911,6 @@ These models established key concepts but are largely superseded for practical u
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- [PouriaRouzrokh/LatteReview](https://github.com/PouriaRouzrokh/LatteReview) β Low-code Python package for **automated systematic literature reviews** via AI-powered agents.
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- [LitLLM/LitLLM](https://github.com/LitLLM/LitLLM) β AI-powered literature review assistant using RAG for accurate, well-structured related-work sections in academic writing.
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- [Agent Laboratory](https://agentlaboratory.github.io/) β Three-phase research pipeline: Literature Review β Experimentation β Report Writing, with specialized agents for each phase.
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- [happyhappy-jun/writing-driven-autoresearch](https://github.com/happyhappy-jun/writing-driven-autoresearch) β Autoresearch-style harness that keeps a submittable paper from the first minute and drives every experiment from the claims in that draft, looping modify β measure β verify β revise. 1st place at the [Ralphthon@ICML 2026](https://luma.com/hjuo7auc) autonomous-research hackathon.
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- [AutoResearch-Factory/Agon](https://github.com/AutoResearch-Factory/Agon) β 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.
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### Platform Ports & Hardware Forks
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