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GitHub seismograph — discoveries and growing interest

ruc-datalab/EvoOntology

AI agentsPython#agent#agentic-ai#claude-code#codex#data-analysis
Total stars
563
Today
+0
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EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层

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About the project

A self-evolving ontology layer for data agents: a Claude Code and Codex plugin that builds and evolves a semantic ontology over tables, files, and databases via MCP tools.

Useful for
  • Build an ontology over a set of tables and databases so the agent understands metrics and entity relations
  • Connect the browse_semantics and resolve_semantics MCP tools to Claude Code for data analysis
  • Run ontology evolution over interaction history and compare Candidate vs Parent on metrics

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.5 Cooling Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 2, 2026, 00:11 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

04080September 15, 2026November 3, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • 0 stars so far today, about 14 expected by the end of the day.
  • Interest is fading: the two-day pace is 41% of the previous week and a half.
  • The repository is 17 days old and already has 563 stars.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 27, 2026
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October 28, 2026
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October 29, 2026
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October 30, 2026
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October 31, 2026
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November 1, 2026
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November 2, 2026
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Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 2, 2026, 00:11 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
563
Today
+0 stars on 2026-10-02 (UTC), ≈ 14 by evening
Forks
45
Issues and pull requests
5
Watchers
10
Language
Python
License
MIT
Created
September 15, 2026
Last push
September 29, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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GitNova: 1.5
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