FireForm is a tool to streamline documentational overhead for emergency departments.
active 2026-02-25 → 2026-08-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 165 days from 2026-02-25 to 2026-08-08. Pushes: 43 total, peak 4 in a day. Pull requests: 42 total, peak 6 in a day. Issues: 89 total, peak 20 in a day. Comments: 67 total, peak 7 in a day. Stars: 9 total, peak 2 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 |
|---|---|---|---|---|
| marcvergees | 103 | 39 | 0 | 8 |
| Acuspeedster | 12 | 0 | 3 | 4 |
| Arijit429 | 12 | 0 | 3 | 7 |
| Lochit-Vinay | 11 | 0 | 2 | 6 |
| Aryama-srivastav | 9 | 0 | 3 | 3 |
| ishansurdi | 8 | 0 | 1 | 3 |
| utkarshqz | 8 | 0 | 2 | 6 |
| Cubix33 | 8 | 0 | 4 | 4 |
| abhishek-8081 | 6 | 1 | 3 | 0 |
| krrishrastogi05 | 5 | 0 | 0 | 2 |
| Copilot | 5 | 0 | 0 | 2 |
| shreyanshjain05 | 4 | 0 | 1 | 3 |
| chetanr25 | 4 | 0 | 1 | 2 |
| Mahendrareddy2006 | 4 | 0 | 1 | 3 |
| arvinder004 | 3 | 0 | 0 | 1 |
| yassinezadod | 3 | 0 | 2 | 0 |
| SHANKAR8983 | 3 | 0 | 1 | 2 |
| kasimlohar | 3 | 0 | 0 | 2 |
| nikhil6393 | 3 | 0 | 3 | 0 |
| juanalvv | 3 | 2 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#602chetanr252026-06-30 19:35Tests workflow runs on every PR, even when no Python code changed
- Issue#546marcvergees2026-06-27 02:42Text input layer - API Contracts
- Pull request#587chetanr252026-06-23 20:00
- Issue comment#407Dotify712026-06-13 22:48feat: Checkboxes and Radio Button Mapping for PDFs (GSoC)
- Issue comment#366chetanr252026-06-07 21:42Improve local development setup and test reliability
- Issue comment#244chetanr252026-06-07 21:21[FEAT]: Developer setup guide and enhanced CONTRIBUTING.md
- Issue#40marcvergees2026-05-24 05:58[Enhancement] Add JSON Schema Validation for LLM-Extracted Output to Ensure Data Integrity
- Issue#40marcvergees2026-05-24 05:58[Enhancement] Add JSON Schema Validation for LLM-Extracted Output to Ensure Data Integrity
- Issue#503marcvergees2026-05-24 04:22[FEAT]: UI Fallback and popup for missing LLM field input
- Issue#503marcvergees2026-05-24 04:22[FEAT]: UI Fallback and popup for missing LLM field input
- Releasemarcvergees2026-05-19 03:06v1.0.0 - Initial Release
- Pull request#371abhishek-80812026-05-12 01:05
- Issue comment#415marcvergees2026-05-11 03:47[BUG]: No CORS middleware on FastAPI app — frontend requests blocked by browser
- Issue#415marcvergees2026-05-11 03:47[BUG]: No CORS middleware on FastAPI app — frontend requests blocked by browser
- Issue#380marcvergees2026-05-10 18:41[BUG]: make test runs src/test/ instead of tests/ — silently skips the real test suite
- Issue#343Aryama-srivastav2026-05-01 06:15[FEAT]: Conflict Detection Layer
- Issue comment#368SHANKAR89832026-04-26 19:32[FEAT]: Add per-field confidence scoring and requires_review flag to LLM extraction
- Issue comment#365SHANKAR89832026-04-26 19:31[FEAT]: Add structured logging across the project and replace print() diagnostics
- Issue#492arvinder0042026-04-25 17:23[FEAT]: Add DELETE and PATCH endpoints for Template management
- Issue comment#489Aryama-srivastav2026-04-21 18:27[FEAT]: UI element for Feature/iterative v2t progress
- Issue comment#396Lochit-Vinay2026-04-20 21:50[ENHANCEMENT] Add centralized error response handling using global exception handlers
- Issue comment#377Lochit-Vinay2026-04-20 21:47Add validation for input_text in fill_form endpoint
- Issue comment#444Arijit4292026-04-20 08:28[BUG] Deprecated datetime.utcnow() causes warnings on Python 3.12+
- Issue#477krrishrastogi052026-04-20 05:23[BUG]: No input validation on input_text in /forms/fill
- Issue#465juanalvv2026-04-20 04:06[SECURITY] Missing secrets management best practices - risk of credential exposure
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 9 stars here means stars gained during the window, not the repo's star count.