[PR #783] [CLOSED] Add SOMA — wisdom-based reasoning framework for LLM agents #11954

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GiteaMirror · 2026-06-18T02:59:15-05:00

GiteaMirror commented

2026-06-18 02:59:15 -05:00

📋 Pull Request Information

Original PR: https://github.com/Shubhamsaboo/awesome-llm-apps/pull/783
Author: @sunyan999999
Created: 5/6/2026
Status: ❌ Closed

Base: main ← Head: add/soma-wisdom-architecture

📝 Commits (1)

d8399e7 Add SOMA — wisdom-based reasoning framework for LLM agents

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

SOMA augments LLM agents with structured reasoning and self-improving memory.

How it works:

Decompose: Problem → 7 thinking dimensions (first-principles, contradiction analysis, etc.)
Activate: Bidirectional memory search (semantic + keyword RRF)
Synthesize: LLM answers with framework guidance + relevant memories
Evolve: Auto-adjusts weights every 10 sessions based on outcomes

One command start: pip install soma-wisdom && python -m soma

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/Shubhamsaboo/awesome-llm-apps/pull/783 **Author:** [@sunyan999999](https://github.com/sunyan999999) **Created:** 5/6/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `add/soma-wisdom-architecture` --- ### 📝 Commits (1) - [`d8399e7`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/d8399e708b5457bd8e37ae3af4586f7a1c28f9e8) Add SOMA — wisdom-based reasoning framework for LLM agents ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description SOMA augments LLM agents with structured reasoning and self-improving memory. How it works: 1. **Decompose**: Problem → 7 thinking dimensions (first-principles, contradiction analysis, etc.) 2. **Activate**: Bidirectional memory search (semantic + keyword RRF) 3. **Synthesize**: LLM answers with framework guidance + relevant memories 4. **Evolve**: Auto-adjusts weights every 10 sessions based on outcomes One command start: `pip install soma-wisdom && python -m soma` --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-06-18 02:59:15 -05:00

GiteaMirror closed this issue

2026-06-18 02:59:15 -05:00

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Reference: github-starred/awesome-llm-apps#11954