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Topics: self-evolving

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3 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: self-evolving
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1.volcengine / OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

context-database
agentic-rag
agent-memory
self-evolving
agent-plugins
dsh-plugin
+5 more

Python AGPL-3.041K total3.4K forks

+18,272 stars

from 23,032 · score 9.81

2.lsdefine / GenericAgent

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

ai-agent
automation
autonomous-agent
browser-automation
claude
computer-control
+9 more

Python MIT14K total1.7K forks

+5,267 stars

from 9,114 · score 8.57

3.aiming-lab / AutoResearchClaw

Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞

autonomous-research
citation-verification
llm-agents
multi-agent-debate
openclaw
paper-generation
+3 more

Python MIT15K total1.7K forks

+3,102 stars

from 11,696 · score 8.04

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Category holds the repositories that its published rules match; see Categories.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

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