diff --git a/.gitignore b/.gitignore
index dc638be..8c9a810 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,6 @@ spell_check_results.tsv
 .RData
 .httr-oauth
 docker/git_token.txt
+.Rproj.user
+.Rbuildignore
+*.Rproj
diff --git a/index.Rmd b/index.Rmd
index 1be86b2..2b93637 100644
--- a/index.Rmd
+++ b/index.Rmd
@@ -15,7 +15,7 @@ favicon: assets/AnVIL_style/anvil_favicon.ico
 CollaborationFests!, also known as **CoFests!** (and sometimes as "hackathons"), are collaborative work events where we expand and improve the AnVIL community and the AnVIL ecosystem.
 Sometimes these gatherings are focused on AnVIL, and sometimes they are part of larger communities.
 
-* *Modified from https://galaxyproject.org/events/cofests*
+* *Modified from <https://galaxyproject.org/events/cofests>*
 
 ## What's in a name: CollaborationFests! and Hackathons {- .unlisted}
 
diff --git a/organizer-guide.Rmd b/organizer-guide.Rmd
index 6f5e8c4..2009d68 100644
--- a/organizer-guide.Rmd
+++ b/organizer-guide.Rmd
@@ -7,20 +7,51 @@ This event is a key event for professionals in the genomics community interested
 
 ## CoFests! Goals {- .unlisted}
 
-- Build community
-- Develop high interest topics
-- Open science
+- Build an inclusive community that is supportive of newcomers
+- Contribute to [open science](https://en.wikipedia.org/wiki/Open_science)
+- Produce a final product that accomplishes one of the following for a topic
+  - Makes useful forward progress
+  - Identifies opportunities and boundaries or limitations
 
 ## Logistics {- .unlisted}
 
-- Parallel tracks, 5+ hours across Nov 12/13
-- Scientific Lead and Co-Lead
-- ~4-10 participants per topic
+- 3 Parallel tracks, 5+ hours across Nov 12/13
+  - Scalable Machine Learning and Data Science
+  - Polygenic Risk Score Analysis
+  - Wrap a Tool (+ Intro AnVIL/WDL)
+- Scientific Lead and AnVIL Outreach co-Lead for support
+- We expect 4-10 participants per track
 
-## Example Schedule {- .unlisted}
+Prior to the CoFests, the scientific and AnVIL Outreach co-Leads will work together to enumerate some ideas for final products and post them publicly in this book.
 
-- Problem statement (short demo)
-- Brainstorming
-- Onboarding
-- Work-regroup, work-regroup
-- Report out
+::: {.notice}
+The AnVIL Outreach co-Lead will help add content to this guide, onboard newer AnVIL users to the platform, and provide guidance on the final product / report out.
+:::
+
+## Final Product / Report Out {-}
+
+The final product of CoFests doesn't need to be code! These Collaboration Fests can support story-boarding future work or development of documentation or training materials. If it's something that will help the community and make progress on an AnVIL associated topic and there's sufficient interest, the idea is game! [As Galaxy phrased it for their CoFests:](https://galaxyproject.org/events/gcc2023/cofest/#goals)
+
+> [The goal of collaboration fests is to expand the ecosystem] Not just the code, but the whole ecosystem. That includes training, tools, best practice workflows, documentation, test cases, translations, infrastructure, and yes, even code.  
+
+::: {.notice}
+It helps us a lot if you can fill out some basic [Report Out details](https://docs.google.com/document/d/1wLK88p_tY6L-a8IF5dIe7gmDlJC1RxeU8_pm1ClU2IE/edit?usp=sharing). At the end of Day 2, your track will **share a final report during the CoFest Recap Session**!  
+:::
+
+## Example Schedule for a Track {- .unlisted}
+
+### Day 1 (2.5 hours) {-}
+
+| Task                      | Time & Lead |
+|:-------------------------:|:-----------:|
+| **Problem statement.** Provide background info on the track's overall topic and may include a brief summary of the pre-worked collaboration ideas. | 20-30 minutes (Scientific Lead) |
+| **Brainstorming.** What project will the track tackle? Focus on understanding the participant backgrounds and skills and matching those with track ideas and actionable tasks to accomplish the goal. | 15-30 minutes (Both) |
+| **Onboarding.** Handle billing accounts and other logistics necessary to accomplish the work. | 30-60 minutes (AnVIL Outreach co-Lead) | 
+| **Work-regroup, work-regroup.** Formal collaboration work time left before dinner. (Groups may choose to work together informally after dinner too) | 30-60 minutes (N/A) |
+
+### Day 2 (3 hours) {-}
+
+| Task                      | Time & Lead |
+|:-------------------------:|:------------|
+| **Work-regroup, work-regroup.** Formal collaboration work time (with a coffee break). | 2-2.5 hours (N/A) |
+| **Construct a "report out".** The report out may be a Google doc, Google slides, a GitHub repository, [a website](https://github.com/jhudsl/OTTR_Template_Website), an [OTTR book](https://github.com/jhudsl/OTTR_Template), etc. | 30-60 minutes (AnVIL Outreach co-Lead) |
diff --git a/resources/dictionary.txt b/resources/dictionary.txt
index 5f9e573..34182d5 100644
--- a/resources/dictionary.txt
+++ b/resources/dictionary.txt
@@ -1,21 +1,33 @@
 AnVIL
+BioDIGS
+BioC
 BiocManager
 bioinformatics
+biomedical
 BIPOC
 Bloomberg
 callout
 Callout
+CoFest
+cofests
+CoFests
 colData
+CollaborationFests
 CoV
 customizations
 dex
 dexamethasone
 dropdown
+galaxyproject
 GDSCN
 github
 Glimma
 glimmaMDS
 Gmail
+Hackathon
+hackathons
+Hackathons
+https
 impactful
 Inclusivity
 Jupyter
@@ -29,6 +41,8 @@ Onboarding
 OTTR
 ottrpal
 plotMDS
+Polygenic
+pre
 precompiled
 premade
 preprint
@@ -37,8 +51,12 @@ px
 reproducibility
 Rmd
 RStudio
+Scalable
+seqr
 timeframe
 underserved
+WDL
+wip
 Workspaces
 Workspace's
 www