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 2025-09-10 → 2025-12-12 (UTC)
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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| wli51 | 57 | 5 | 5 | 27 |
| MikeLippincott | 7 | 0 | 0 | 6 |
| d33bs | 4 | 0 | 0 | 3 |
| review-notebook-app[bot] | 4 | 0 | 0 | 4 |
| axiomcura | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#9wli512025-12-11 21:52Adding pubchem tools
- Issue comment#6wli512025-12-04 22:34Add file based rate limiter in preparation for api dependent tools for agents.
- Issue comment#7wli512025-10-20 21:19Add tool cache system to be used by tool methods called by agents
- Issue comment#7review-notebook-app[bot]2025-10-20 21:08Add tool cache system to be used by tool methods called by agents
- Pull request#5wli512025-10-07 21:42
- Issue comment#5wli512025-10-07 21:42Dev v0.1.0c basic toolless agent llama
- Pull request#5wli512025-10-06 22:19
- Issue comment#4wli512025-10-06 20:50Dev v0.1.0b basic toolless agent
- Issue comment#4review-notebook-app[bot]2025-10-02 21:44Dev v0.1.0b basic toolless agent
- Pull request#2wli512025-10-02 19:46
- Issue comment#2review-notebook-app[bot]2025-10-02 18:06Dev v0.1.0a prism backend
- Pull request#3wli512025-10-02 17:41
- Issue comment#3wli512025-10-02 17:41Dev v0.0.2 data preprocess
- Issue comment#3review-notebook-app[bot]2025-09-22 18:26Dev v0.0.2 data preprocess
- Pull request#3wli512025-09-22 18:26
- Issue comment#1wli512025-09-18 20:37PR 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.