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WayScience/PRISM_Agent_LITL_experiments

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Exploring how to better utilize Lab In The Loop (LITL) data in agentic systems with DSPy. Built with DSPy, this repo provides modular agent tools and academic experiments on PRISM-inspired drug repurposing data to test agentic system improvement under different toolsets.

active 2025-09-102025-12-12 (UTC)

Partial coverage13,892 / 16,616 hourly files (84%) · 2 absent upstream · 2,723 failed, retryable2024-09-182026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
75
Pushes
5
Pull requests
5
Issues
0
Stars
0
Forks
1

Activity over time

Daily event counts in the loaded window

Line chart, 94 days from 2025-09-10 to 2025-12-12. Pushes: 5 total, peak 2 in a day. Pull requests: 5 total, peak 2 in a day. Issues: 0 total, peak 0 in a day. Comments: 41 total, peak 10 in a day. Stars: 0 total, peak 0 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

ContributorContributionsPushesPRsComments
wli51575527
MikeLippincott7006
d33bs4003
review-notebook-app[bot]4004
axiomcura1001

Recent activity

Latest issues, pull requests and releases

  • Issue comment#9wli512025-12-11 21:52
    Adding pubchem tools
  • Issue comment#6wli512025-12-04 22:34
    Add file based rate limiter in preparation for api dependent tools for agents.
  • Issue comment#7wli512025-10-20 21:19
    Add tool cache system to be used by tool methods called by agents
  • Issue comment#7review-notebook-app[bot]2025-10-20 21:08
    Add tool cache system to be used by tool methods called by agents
  • Pull request#5wli512025-10-07 21:42
  • Issue comment#5wli512025-10-07 21:42
    Dev v0.1.0c basic toolless agent llama
  • Pull request#5wli512025-10-06 22:19
  • Issue comment#4wli512025-10-06 20:50
    Dev v0.1.0b basic toolless agent
  • Issue comment#4review-notebook-app[bot]2025-10-02 21:44
    Dev v0.1.0b basic toolless agent
  • Pull request#2wli512025-10-02 19:46
  • Issue comment#2review-notebook-app[bot]2025-10-02 18:06
    Dev v0.1.0a prism backend
  • Pull request#3wli512025-10-02 17:41
  • Issue comment#3wli512025-10-02 17:41
    Dev v0.0.2 data preprocess
  • Issue comment#3review-notebook-app[bot]2025-09-22 18:26
    Dev v0.0.2 data preprocess
  • Pull request#3wli512025-09-22 18:26
  • Issue comment#1wli512025-09-18 20:37
    PR adding preliminary repo scaffold.

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.