This repository contains all outcomes created in the 2025 Scientific Literature Knowledge Extraction Tool project hosted on the Eleuther AI Discord.
active 2025-08-04 → 2026-06-10 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 311 days from 2025-08-04 to 2026-06-10. Pushes: 129 total, peak 9 in a day. Pull requests: 77 total, peak 6 in a day. Issues: 55 total, peak 8 in a day. Comments: 119 total, peak 12 in a day. Stars: 8 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| MartinLeitgab | 147 | 43 | 15 | 42 |
| jefedigital | 82 | 39 | 14 | 12 |
| mmulet | 45 | 15 | 11 | 14 |
| MAGLeb | 43 | 13 | 8 | 11 |
| eamag | 23 | 0 | 1 | 16 |
| jonpsy | 21 | 0 | 2 | 10 |
| AgastyaMalik | 17 | 3 | 10 | 3 |
| ArdhitoN | 10 | 0 | 7 | 2 |
| oskarkraak | 8 | 2 | 1 | 2 |
| Hacxmr | 7 | 5 | 1 | 1 |
| yotaKawashima | 6 | 0 | 3 | 1 |
| SomaxSoma | 5 | 5 | 0 | 0 |
| axellabs | 4 | 3 | 1 | 0 |
| ahmedessouaied | 3 | 1 | 1 | 1 |
| axiomcoder | 3 | 0 | 0 | 2 |
| annaxu96 | 2 | 0 | 1 | 1 |
| Copilot | 1 | 0 | 1 | 0 |
| afk-Legacy | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#76MartinLeitgab2026-05-08 16:42Implement Extraction LLM Judge
- Issue comment#139MAGLeb2025-12-22 13:12Implement Graph Processing Pipeline: Merge, Cluster, Metrics & FalkorDB Load
- Pull request#144mmulet2025-11-26 23:46
- Issue comment#143mmulet2025-11-26 23:44Anthropic judge
- Pull request#143mmulet2025-11-26 23:38
- Issue#139MAGLeb2025-11-12 16:42Implement Graph Processing Pipeline: Merge, Cluster, Metrics & FalkorDB Load
- Pull request#137Copilot2025-11-06 21:36
- Pull request#136MAGLeb2025-11-06 21:30
- Issue comment#27MAGLeb2025-11-06 12:04Story 2 - Token Cost Estimates
- Issue comment#59MAGLeb2025-11-06 12:02Bug: Edges reference unknown nodes
- Issue#111MAGLeb2025-11-06 11:59Batch API implementation doesn't put failed article in ERROR folder
- Issue comment#134mmulet2025-10-27 05:05Update judge.py - with changes suggested by mike
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue#85MartinLeitgab2025-10-21 15:07Global Graph Analysis- Insights Harvesting
- Issue comment#132MartinLeitgab2025-10-17 03:39Results- Semantic Connection Tuning
- Issue#132MartinLeitgab2025-10-17 00:39Results- Semantic Connection Tuning
- Issue#132MartinLeitgab2025-10-17 00:39Results- Semantic Connection Tuning
- Issue#132MartinLeitgab2025-10-17 00:39Results- Semantic Connection Tuning
- Issue#132MartinLeitgab2025-10-17 00:39Results- Semantic Connection Tuning
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 8 stars here means stars gained during the window, not the repo's star count.