diff --git a/data/packages.yml b/data/packages.yml
index c40b9e12..23090ac3 100644
--- a/data/packages.yml
+++ b/data/packages.yml
@@ -1,134 +1,3 @@
-- package_name: solar-wavelength-calibration
-  package_description: Library for computing absolute wavelength calibration
-      of Solar spectra.
-  submitting_author:
-      name: Arthur Eigenbrot
-      github_username: eigenbrot
-  all_current_maintainers:
-    - name: Kristen Larson
-      github_username: krislars
-    - name: Fraser Watson
-      github_username: fraserwatson
-    - name: Alysa Derks
-      github_username: A-Derks
-  repository_link: https://bitbucket.org/dkistdc/solar-wavelength-calibration
-  repository_host: other
-  version_submitted: 2.0.1
-  categories:
-    - data-processing-munging
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  reviewers:
-    - name:
-      github_username: johoelken
-    - name: Hannu Parviainen
-      github_username: hpparvi
-  archive: https://zenodo.org/doi/10.5281/zenodo.21420011
-  version_accepted: v2.0.3
-  date_accepted: '2026-07-21'
-  created_at: 2026-02-10 18:52:02+00:00
-  updated_at: 2026-07-21 17:49:36+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/283
-  joss:
-  partners:
-  gh_meta:
-  labels:
-    - 5/awaiting-reviewer-response
-    - 6/pyOS-approved
-    - 7/under-joss-review
-  active: true
-- package_name: pyhctsa
-  package_description: Python package for highly comparative time-series
-      analysis
-  submitting_author:
-      name: Joshua Moore
-      github_username: joshuabmoore
-  all_current_maintainers:
-    - name: Joshua Moore
-      github_username: joshuabmoore
-    - name: Ben Fulcher
-      github_username: benfulcher
-  repository_link: https://github.com/DynamicsAndNeuralSystems/pyhctsa
-  repository_host: github
-  version_submitted: 0.1.2
-  categories:
-    - data-extraction
-    - workflow-automation
-    - scientific-software-wrapper
-  editor:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  eic:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  reviewers:
-    - name:
-      github_username: N/A
-    - name:
-      github_username: N/A
-  archive: https://zenodo.org/doi/10.5281/zenodo.20820138
-  version_accepted: v1.0.0
-  date_accepted: '2026-07-09'
-  created_at: 2026-02-08 22:51:04+00:00
-  updated_at: 2026-07-19 20:55:58+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/282
-  joss: https://joss.theoj.org/papers/10.21105/joss.10581
-  partners:
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-    - 8/joss-review-complete
-    - 1/editor-assigned
-  active: true
-- package_name: nsEVDx
-  package_description: This package implements both bayesian sampling
-      techniques and frequentist methods to estimate the parameters of
-      non-stationary extreme value distributions
-  submitting_author:
-      name: Nischal Kafle
-      github_username: Nischalcs50
-  all_current_maintainers:
-    - name:
-      github_username: github_handle1
-    - name:
-      github_username: github_handle2
-  repository_link: https://github.com/Nischalcs50/nsEVDx
-  repository_host: github
-  version_submitted: v0.1.1
-  categories:
-    - data-processing-munging
-    - scientific-software-wrapper
-  editor:
-      name: Julieta Millan
-      github_username: JuliMillan
-  eic:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  reviewers:
-    - name: Akrita
-      github_username: akritaag
-    - name: Aditya P T
-      github_username: adityapt
-  archive:
-  version_accepted: v0.2.3
-  date_accepted: 2026-7-3
-  created_at: 2025-09-30 03:08:24+00:00
-  updated_at: 2026-07-06 10:29:53+00:00
-  closed_at:
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/265
-  joss:
-  partners:
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-    - 7/under-joss-review
-  active: true
 - package_name: lintquarto
   package_description: Package for running linters, static type checkers and
       code analysis tools on python code in quarto (.qmd) files.
@@ -158,14 +27,27 @@
   version_accepted: v0.12.0
   date_accepted: '2026-06-09'
   created_at: 2025-08-18 14:36:01+00:00
-  updated_at: 2026-07-10 08:29:30+00:00
-  closed_at: 2026-07-09 16:03:49+00:00
+  updated_at: 2026-06-12 13:04:13+00:00
+  closed_at:
   issue_link: https://github.com/pyOpenSci/software-submission/issues/257
   joss:
   partners:
   gh_meta:
+      name: lintquarto
+      description: Package for running linters, formatters, static type
+          checkers, and code analysis tools on python code in quarto (.qmd)
+          files.
+      created_at: '2025-06-24'
+      stargazers_count: 9
+      watchers_count: 1
+      open_issues_count: 12
+      forks_count: 7
+      documentation: https://lintquarto.github.io/lintquarto/
+      contrib_count: 7
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
+    - 7/under-joss-review
   active: true
 - package_name: ChemInformant
   package_description: A robust, high-throughput Python client for retrieving
@@ -206,6 +88,17 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.08341
   partners:
   gh_meta:
+      name: ChemInformant
+      description: ⚗️ An all-in-one solution for chemical property retrieval
+          from PubChem.
+      created_at: '2024-01-21'
+      stargazers_count: 50
+      watchers_count: 4
+      open_issues_count: 0
+      forks_count: 4
+      documentation: https://hezhiang.com/cheminformant_real.html
+      contrib_count: 2
+      last_commit: '2026-05-22'
   labels:
     - 6/pyOS-approved
     - joss-fast-track
@@ -249,6 +142,16 @@
   partners:
     - astropy
   gh_meta:
+      name: astropy
+      description: Astronomy and astrophysics core library
+      created_at: '2011-07-21'
+      stargazers_count: 5189
+      watchers_count: 136
+      open_issues_count: 1279
+      forks_count: 2093
+      documentation: https://www.astropy.org
+      contrib_count: 447
+      last_commit: '2026-06-18'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -287,51 +190,20 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.02869
   partners:
   gh_meta:
+      name: pyinterpolate
+      description: Kriging | Poisson Kriging | Variogram Analysis
+      created_at: '2018-04-16'
+      stargazers_count: 174
+      watchers_count: 2
+      open_issues_count: 7
+      forks_count: 30
+      documentation: https://pyinterpolate.readthedocs.io/en/stable/
+      contrib_count: 13
+      last_commit: '2025-12-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
   active: true
-- package_name: MILESpy
-  package_description: Python wrapper for the MILES stellar library and Single
-      Stellar Population models
-  submitting_author:
-      name: Isaac Alonso
-      github_username: isaac-aa
-  all_current_maintainers:
-    - name: Isaac Alonso
-      github_username: isaac-aa
-  repository_link: https://github.com/miles-iac/milespy
-  repository_host: github
-  version_submitted: 1.0rc3
-  categories:
-    - data-retrieval
-    - data-processing-munging
-  editor:
-      name: Hans Moritz Günther
-      github_username: hamogu
-  eic:
-      name: Carter Lee Rhea
-      github_username: crhea93
-  reviewers:
-    - name: Ricky O'Steen
-      github_username: rosteen
-    - name: Alysa Derks
-      github_username: A-Derks
-  archive: https://zenodo.org/doi/10.5281/zenodo.21771038
-  version_accepted: '1.0'
-  date_accepted: '2026-07-21'
-  created_at: 2025-06-10 11:03:05+00:00
-  updated_at: 2026-08-05 05:51:53+00:00
-  closed_at: 2026-08-05 05:51:53+00:00
-  issue_link: https://github.com/pyOpenSci/software-submission/issues/247
-  joss:
-  partners:
-    - astropy
-  gh_meta:
-  labels:
-    - 6/pyOS-approved
-    - astropy
-  active: true
 - package_name: swiftgalaxy
   package_description: Load in particles of a simulated galaxy, rotate
       coordinates, easy spherical/cylindrical coordinates, access integrated
@@ -369,6 +241,18 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.09278
   partners:
   gh_meta:
+      name: swiftgalaxy
+      description: Load in particles of a simulated galaxy, rotate
+          coordinates, easy spherical/cylindrical coordinates, access
+          integrated properties, and more.
+      created_at: '2022-05-03'
+      stargazers_count: 9
+      watchers_count: 3
+      open_issues_count: 3
+      forks_count: 5
+      documentation: https://swiftgalaxy.readthedocs.io/en/stable/index.html
+      contrib_count: 3
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -410,6 +294,17 @@
   partners:
     - astropy
   gh_meta:
+      name: PyAutoGalaxy
+      description: 'PyAutoGalaxy: Open-Source Multiwavelength Galaxy Structure &
+          Morphology'
+      created_at: '2019-10-19'
+      stargazers_count: 33
+      watchers_count: 3
+      open_issues_count: 12
+      forks_count: 13
+      documentation: https://pyautogalaxy.readthedocs.io/
+      contrib_count: 15
+      last_commit: '2026-06-09'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -442,19 +337,30 @@
       github_username: adityapt
     - name: Henry Cuzco
       github_username: hfactor13
-  archive: https://zenodo.org/records/18849386
-  version_accepted: v2.3.2
+  archive:
+  version_accepted: TBD
   date_accepted: '2026-05-19'
   created_at: 2025-03-08 19:44:02+00:00
-  updated_at: 2026-07-06 17:17:10+00:00
-  closed_at: 2026-07-06 17:16:38+00:00
+  updated_at: 2026-05-19 13:27:15+00:00
+  closed_at:
   issue_link: https://github.com/pyOpenSci/software-submission/issues/234
-  joss: https://joss.theoj.org/papers/10.21105/joss.08776
+  joss:
   partners:
   gh_meta:
+      name: c4dynamics
+      description: The Python framework for state-space modeling and algorithm
+          development
+      created_at: '2022-10-13'
+      stargazers_count: 88
+      watchers_count: 6
+      open_issues_count: 18
+      forks_count: 16
+      documentation: https://c4dynamics.github.io/c4dynamics/
+      contrib_count: 6
+      last_commit: '2026-06-10'
   labels:
     - 6/pyOS-approved
-    - 9/joss-approved
+    - 7/under-joss-review
   active: true
 - package_name: pymultifit
   package_description: A python library for fitting data with multiple models.
@@ -491,6 +397,16 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.09295
   partners:
   gh_meta:
+      name: pyMultiFit
+      description: A library to fit the data with multiple fitters.
+      created_at: '2024-07-17'
+      stargazers_count: 5
+      watchers_count: 1
+      open_issues_count: 6
+      forks_count: 0
+      documentation: https://pymultifit.readthedocs.io/latest/
+      contrib_count: 2
+      last_commit: '2025-12-25'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -532,6 +448,17 @@
   joss:
   partners:
   gh_meta:
+      name: BlockingPy
+      description: Blocking records for record linkage and data deduplication
+          based on ANN algorithms in Python.
+      created_at: '2024-10-11'
+      stargazers_count: 20
+      watchers_count: 1
+      open_issues_count: 1
+      forks_count: 2
+      documentation: https://blockingpy.readthedocs.io/en/latest/
+      contrib_count: 1
+      last_commit: '2026-03-09'
   labels:
     - 6/pyOS-approved
   active: true
@@ -571,6 +498,17 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.09129
   partners:
   gh_meta:
+      name: piva
+      description: Interactive tools for the visualization and analysis of
+          multidimensional photoemission data
+      created_at: '2022-04-12'
+      stargazers_count: 9
+      watchers_count: 1
+      open_issues_count: 7
+      forks_count: 3
+      documentation: https://piva.readthedocs.io/en/latest/intro.html
+      contrib_count: 3
+      last_commit: '2025-10-06'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -648,6 +586,17 @@
   joss:
   partners:
   gh_meta:
+      name: tda-mapper-python
+      description: A simple and efficient Python implementation of Mapper
+          algorithm for Topological Data Analysis
+      created_at: '2022-10-03'
+      stargazers_count: 183
+      watchers_count: 8
+      open_issues_count: 10
+      forks_count: 25
+      documentation: https://tda-mapper.readthedocs.io/en/main/
+      contrib_count: 1
+      last_commit: '2026-05-22'
   labels:
     - 6/pyOS-approved
   active: true
@@ -691,6 +640,16 @@
   partners:
     - astropy
   gh_meta:
+      name: GALFITools
+      description: A library for GALFIT
+      created_at: '2018-11-10'
+      stargazers_count: 21
+      watchers_count: 1
+      open_issues_count: 1
+      forks_count: 4
+      documentation:
+      contrib_count: 3
+      last_commit: '2026-06-17'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -778,6 +737,17 @@
   joss:
   partners:
   gh_meta:
+      name: NEON-utilities-python
+      description: Repository for Python package containing data-wrangling
+          utilities for working with NEON data.
+      created_at: '2023-08-25'
+      stargazers_count: 10
+      watchers_count: 4
+      open_issues_count: 0
+      forks_count: 5
+      documentation: https://neon-utilities-python.readthedocs.io/en/latest/
+      contrib_count: 6
+      last_commit: '2026-03-24'
   labels:
     - 6/pyOS-approved
   active: true
@@ -819,6 +789,17 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.09160
   partners:
   gh_meta:
+      name: felupe
+      description: Open finite element infrastructure for nonlinear
+          computational mechanics.
+      created_at: '2021-04-22'
+      stargazers_count: 176
+      watchers_count: 5
+      open_issues_count: 5
+      forks_count: 18
+      documentation: https://felupe.readthedocs.io/en/stable
+      contrib_count: 6
+      last_commit: '2026-05-28'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -865,6 +846,17 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.08478
   partners:
   gh_meta:
+      name: solar-data-tools
+      description: 'Some data analysis tools for working with historical PV solar
+          time-series data sets. '
+      created_at: '2019-02-17'
+      stargazers_count: 96
+      watchers_count: 10
+      open_issues_count: 4
+      forks_count: 34
+      documentation: https://solar-data-tools.readthedocs.io
+      contrib_count: 20
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -904,6 +896,16 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.07542
   partners:
   gh_meta:
+      name: thztools
+      description: Tools for terahertz time-domain spectroscopy (THz-TDS)
+      created_at: '2022-11-22'
+      stargazers_count: 28
+      watchers_count: 2
+      open_issues_count: 4
+      forks_count: 17
+      documentation: https://dodge-research-group.github.io/thztools/
+      contrib_count: 5
+      last_commit: '2024-12-03'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -946,6 +948,17 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.07951
   partners:
   gh_meta:
+      name: MontePy
+      description: MontePy is the most user friendly Python library (API) to
+          read, edit, and write MCNP input files.
+      created_at: '2024-01-09'
+      stargazers_count: 64
+      watchers_count: 4
+      open_issues_count: 102
+      forks_count: 21
+      documentation: https://www.montepy.org/
+      contrib_count: 8
+      last_commit: '2026-06-17'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -986,6 +999,16 @@
   joss:
   partners:
   gh_meta:
+      name: great-tables
+      description: Make awesome display tables using Python
+      created_at: '2022-05-06'
+      stargazers_count: 2682
+      watchers_count: 15
+      open_issues_count: 97
+      forks_count: 124
+      documentation: https://posit-dev.github.io/great-tables/
+      contrib_count: 33
+      last_commit: '2026-06-17'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1032,6 +1055,17 @@
   partners:
     - astropy
   gh_meta:
+      name: stingray
+      description: Anything can happen in the next half hour (including
+          spectral timing made easy)!
+      created_at: '2015-09-30'
+      stargazers_count: 218
+      watchers_count: 17
+      open_issues_count: 45
+      forks_count: 180
+      documentation: https://stingray.science/stingray
+      contrib_count: 58
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1115,6 +1149,16 @@
   partners:
     - astropy
   gh_meta:
+      name: astrodata
+      description:
+      created_at: '2023-10-17'
+      stargazers_count: 1
+      watchers_count: 2
+      open_issues_count: 17
+      forks_count: 3
+      documentation: https://geminidrsoftware.github.io/astrodata/
+      contrib_count: 16
+      last_commit: '2026-06-12'
   labels:
     - 6/pyOS-approved
     - astropy
@@ -1158,6 +1202,19 @@
   joss:
   partners:
   gh_meta:
+      name: QuadratiK
+      description: QuadratiK includes test for multivariate normality, test
+          for uniformity on the sphere, non-parametric two- and k-sample
+          tests, random generation of points from the Poisson kernel-based
+          density and clustering algorithm for spherical data.
+      created_at: '2024-02-04'
+      stargazers_count: 3
+      watchers_count: 2
+      open_issues_count: 0
+      forks_count: 0
+      documentation: https://quadratik.readthedocs.io/
+      contrib_count: 1
+      last_commit: '2026-06-02'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1202,6 +1259,17 @@
   joss:
   partners:
   gh_meta:
+      name: PyPartMC
+      description: Python (and C++) interface to PartMC with Jupyter/Python,
+          Julia and Matlab examples
+      created_at: '2021-10-26'
+      stargazers_count: 31
+      watchers_count: 5
+      open_issues_count: 55
+      forks_count: 16
+      documentation: https://open-atmos.github.io/PyPartMC/
+      contrib_count: 11
+      last_commit: '2026-06-18'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1244,6 +1312,17 @@
   joss: https://zenodo.org/doi/10.5281/zenodo.10801503
   partners:
   gh_meta:
+      name: CyNetDiff
+      description: A performance-focused library implementing algorithms for
+          simulating network diffusion processes, written in Cython.
+      created_at: '2023-12-12'
+      stargazers_count: 7
+      watchers_count: 2
+      open_issues_count: 2
+      forks_count: 1
+      documentation: https://eliotwrobson.github.io/CyNetDiff/
+      contrib_count: 1
+      last_commit: '2026-06-04'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1286,6 +1365,17 @@
   joss:
   partners:
   gh_meta:
+      name: ams
+      description: Power system generation scheduling and co-simulation with
+          dynamics.
+      created_at: '2022-10-05'
+      stargazers_count: 24
+      watchers_count: 2
+      open_issues_count: 9
+      forks_count: 8
+      documentation: https://ltb.curent.org
+      contrib_count: 3
+      last_commit: '2026-05-03'
   labels:
     - 6/pyOS-approved
   active: true
@@ -1325,6 +1415,16 @@
   joss: https://joss.theoj.org/papers/10.21105/joss.07301
   partners:
   gh_meta:
+      name: pooltool
+      description: A sandbox billiards game that emphasizes realistic physics
+      created_at: '2020-04-09'
+      stargazers_count: 380
+      watchers_count: 12
+      open_issues_count: 14
+      forks_count: 85
+      documentation: https://pooltool.readthedocs.io
+      contrib_count: 12
+      last_commit: '2026-05-26'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1367,6 +1467,17 @@
   partners:
     - astropy
   gh_meta:
+      name: martini
+      description: Mock spatially resolved spectral line observations of
+          simulated galaxies.
+      created_at: '2017-10-19'
+      stargazers_count: 25
+      watchers_count: 1
+      open_issues_count: 14
+      forks_count: 9
+      documentation: https://martini.readthedocs.io/
+      contrib_count: 2
+      last_commit: '2026-06-11'
   labels:
     - 6/pyOS-approved
     - 9/joss-approved
@@ -1412,6 +1523,17 @@
   partners:
     - astropy
   gh_meta:
+      name: zodipy
+      description: 'Astropy-affiliated package for zodiacal light simulations. Maintainers:
+          @metinsa, @hermda02, @dncnwtts'
+      created_at: '2021-08-11'
+      stargazers_count: 13
+      watchers_count: 2
+      open_issues_count: 2
+      forks_count: 13
+      documentation: https://cosmoglobe.github.io/zodipy/
+      contrib_count: 9
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