From 4df8201240b9e92c40ab2fa6f90987e63849ac49 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 19:38:27 -0400
Subject: [PATCH 01/20] expose postgres port as 6432

---
 docker-compose.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docker-compose.yml b/docker-compose.yml
index 2a851a4f..9de3099d 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -3,6 +3,8 @@ services:
     image: postgres
     volumes:
       - postgresqldata:/var/lib/postgresql/data
+    ports:
+      - "6432:5432"
     environment:
       POSTGRES_USER: "postgres"
       POSTGRES_PASSWORD: "mysecretpassword"

From 7f4ba772197d4806958e4603718ab94a316a8685 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 19:38:40 -0400
Subject: [PATCH 02/20] set ruby local version in asdf (if using)

---
 .tool-versions | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 .tool-versions

diff --git a/.tool-versions b/.tool-versions
new file mode 100644
index 00000000..33a8789f
--- /dev/null
+++ b/.tool-versions
@@ -0,0 +1 @@
+ruby 2.7.7

From 91fd50e749f4fa93a878d3e4a111f2a53c9aee7b Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 23:21:32 -0400
Subject: [PATCH 03/20] update bcrypt and nio4r for apple silicon

---
 Gemfile      | 2 ++
 Gemfile.lock | 6 ++++--
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/Gemfile b/Gemfile
index 8f7cc1eb..509d70a4 100644
--- a/Gemfile
+++ b/Gemfile
@@ -9,6 +9,7 @@ gem 'bootsnap','>= 1.1.0', require: false
 gem 'addressable'
 gem 'aws-sdk-s3'
 gem 'bourbon', '~> 4.0.2'
+gem 'bcrypt', '~> 3.1.7'
 gem 'clearance', '~> 2.5.0'
 gem 'clearance-deprecated_password_strategies'
 gem 'coffee-rails'
@@ -24,6 +25,7 @@ gem 'jquery-rails', '~> 4.1.1'
 gem 'jquery-ui-rails', '~> 3.0.1'
 gem 'magnific-popup-rails'
 gem 'mail', '~> 2.7.1' # TODO see if this is still required in Ruby 3
+gem 'nio4r', '>= 2.7.3'
 gem 'nokogiri', '~> 1.14.3'
 gem 'pg', '~> 1.4.4'
 gem 'puma', '< 7'
diff --git a/Gemfile.lock b/Gemfile.lock
index 26f259d6..acbcf4d5 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -85,7 +85,7 @@ GEM
     babel-transpiler (0.7.0)
       babel-source (>= 4.0, < 6)
       execjs (~> 2.0)
-    bcrypt (3.1.18)
+    bcrypt (3.1.20)
     bindex (0.8.1)
     bootsnap (1.13.0)
       msgpack (~> 1.2)
@@ -225,7 +225,7 @@ GEM
       metaclass (~> 0.0.1)
     msgpack (1.6.0)
     newrelic_rpm (7.2.0)
-    nio4r (2.5.8)
+    nio4r (2.7.3)
     nokogiri (1.14.3)
       mini_portile2 (~> 2.8.0)
       racc (~> 1.4)
@@ -426,6 +426,7 @@ PLATFORMS
 DEPENDENCIES
   addressable
   aws-sdk-s3
+  bcrypt (~> 3.1.7)
   bootsnap (>= 1.1.0)
   bourbon (~> 4.0.2)
   bourne
@@ -456,6 +457,7 @@ DEPENDENCIES
   magnific-popup-rails
   mail (~> 2.7.1)
   newrelic_rpm (~> 7.2)
+  nio4r (>= 2.7.3)
   nokogiri (~> 1.14.3)
   pg (~> 1.4.4)
   pry

From 81e0c4daa6fa669bafd14adc162a58136f5385e7 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 23:22:25 -0400
Subject: [PATCH 04/20] add ruby standard

for formatting, etc
---
 Gemfile      |  2 ++
 Gemfile.lock | 41 +++++++++++++++++++++++++++++++++++++++++
 2 files changed, 43 insertions(+)

diff --git a/Gemfile b/Gemfile
index 509d70a4..4d131909 100644
--- a/Gemfile
+++ b/Gemfile
@@ -27,6 +27,7 @@ gem 'magnific-popup-rails'
 gem 'mail', '~> 2.7.1' # TODO see if this is still required in Ruby 3
 gem 'nio4r', '>= 2.7.3'
 gem 'nokogiri', '~> 1.14.3'
+# gem 'ruby-openai'
 gem 'pg', '~> 1.4.4'
 gem 'puma', '< 7'
 gem 'rack-attack'
@@ -53,6 +54,7 @@ group :development do
   gem 'dotenv-rails'
   gem 'letter_opener'
   gem 'listen'
+  gem 'standard'
   gem 'web-console'
 end
 
diff --git a/Gemfile.lock b/Gemfile.lock
index acbcf4d5..d7927793 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -65,6 +65,7 @@ GEM
     argon2 (2.1.1)
       ffi (~> 1.14)
       ffi-compiler (~> 1.0)
+    ast (2.4.2)
     aws-eventstream (1.2.0)
     aws-partitions (1.646.0)
     aws-sdk-core (3.160.0)
@@ -199,10 +200,13 @@ GEM
     jquery-ui-rails (3.0.1)
       jquery-rails
       railties (>= 3.1.0)
+    json (2.7.4)
+    language_server-protocol (3.17.0.3)
     launchy (2.5.0)
       addressable (~> 2.7)
     letter_opener (1.8.1)
       launchy (>= 2.2, < 3)
+    lint_roller (1.1.0)
     listen (3.1.5)
       rb-fsevent (~> 0.9, >= 0.9.4)
       rb-inotify (~> 0.9, >= 0.9.7)
@@ -229,6 +233,10 @@ GEM
     nokogiri (1.14.3)
       mini_portile2 (~> 2.8.0)
       racc (~> 1.4)
+    parallel (1.26.3)
+    parser (3.3.5.0)
+      ast (~> 2.4.1)
+      racc
     pg (1.4.4)
     protobuf-cucumber (3.10.8)
       activesupport (>= 3.2)
@@ -288,6 +296,7 @@ GEM
       method_source
       rake (>= 12.2)
       thor (~> 1.0)
+    rainbow (3.1.1)
     rake (13.0.6)
     rb-fsevent (0.10.3)
     rb-inotify (0.10.0)
@@ -300,6 +309,7 @@ GEM
       tilt
     redcarpet (3.5.1)
     regexp_parser (2.7.0)
+    rexml (3.3.9)
     roda (3.61.0)
       rack
     rollbar (3.3.2)
@@ -324,6 +334,23 @@ GEM
       rspec-mocks (~> 3.11)
       rspec-support (~> 3.11)
     rspec-support (3.12.0)
+    rubocop (1.64.1)
+      json (~> 2.3)
+      language_server-protocol (>= 3.17.0)
+      parallel (~> 1.10)
+      parser (>= 3.3.0.2)
+      rainbow (>= 2.2.2, < 4.0)
+      regexp_parser (>= 1.8, < 3.0)
+      rexml (>= 3.2.5, < 4.0)
+      rubocop-ast (>= 1.31.1, < 2.0)
+      ruby-progressbar (~> 1.7)
+      unicode-display_width (>= 2.4.0, < 3.0)
+    rubocop-ast (1.32.3)
+      parser (>= 3.3.1.0)
+    rubocop-performance (1.21.1)
+      rubocop (>= 1.48.1, < 2.0)
+      rubocop-ast (>= 1.31.1, < 2.0)
+    ruby-progressbar (1.13.0)
     ruby_dep (1.5.0)
     rubyzip (2.3.2)
     sass (3.7.3)
@@ -371,6 +398,18 @@ GEM
     sprockets-redirect (0.1.0)
       activesupport (>= 3.1.0)
       rack
+    standard (1.37.0)
+      language_server-protocol (~> 3.17.0.2)
+      lint_roller (~> 1.0)
+      rubocop (~> 1.64.0)
+      standard-custom (~> 1.0.0)
+      standard-performance (~> 1.4)
+    standard-custom (1.0.2)
+      lint_roller (~> 1.0)
+      rubocop (~> 1.50)
+    standard-performance (1.4.0)
+      lint_roller (~> 1.1)
+      rubocop-performance (~> 1.21.0)
     stimulus-rails (1.2.1)
       railties (>= 6.0.0)
     sucker_punch (3.1.0)
@@ -398,6 +437,7 @@ GEM
     unf (0.1.4)
       unf_ext
     unf_ext (0.0.8.2)
+    unicode-display_width (2.6.0)
     uppy-s3_multipart (1.2.0)
       aws-sdk-s3 (~> 1.0)
       content_disposition (~> 1.0)
@@ -481,6 +521,7 @@ DEPENDENCIES
   shrine-tus (~> 2.1)
   simple_form (~> 5.1)
   sprockets-redirect
+  standard
   stimulus-rails
   sucker_punch (~> 3.1)
   terser

From 8f8bb706c17434fea143b7262a2e8eceade85142 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 23:23:11 -0400
Subject: [PATCH 05/20] install ruby-openai

---
 Gemfile      |  2 +-
 Gemfile.lock | 16 ++++++++++++++++
 2 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/Gemfile b/Gemfile
index 4d131909..a2769e5b 100644
--- a/Gemfile
+++ b/Gemfile
@@ -27,7 +27,7 @@ gem 'magnific-popup-rails'
 gem 'mail', '~> 2.7.1' # TODO see if this is still required in Ruby 3
 gem 'nio4r', '>= 2.7.3'
 gem 'nokogiri', '~> 1.14.3'
-# gem 'ruby-openai'
+gem 'ruby-openai'
 gem 'pg', '~> 1.4.4'
 gem 'puma', '< 7'
 gem 'rack-attack'
diff --git a/Gemfile.lock b/Gemfile.lock
index d7927793..c2aa74be 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -86,6 +86,7 @@ GEM
     babel-transpiler (0.7.0)
       babel-source (>= 4.0, < 6)
       execjs (~> 2.0)
+    base64 (0.2.0)
     bcrypt (3.1.20)
     bindex (0.8.1)
     bootsnap (1.13.0)
@@ -152,6 +153,7 @@ GEM
     email_validator (2.2.3)
       activemodel
     erubi (1.12.0)
+    event_stream_parser (1.0.0)
     execjs (2.8.1)
     factory_girl (3.5.0)
       activesupport (>= 3.0.0)
@@ -160,6 +162,13 @@ GEM
       railties (>= 3.0.0)
     faker (2.23.0)
       i18n (>= 1.8.11, < 2)
+    faraday (2.8.1)
+      base64
+      faraday-net_http (>= 2.0, < 3.1)
+      ruby2_keywords (>= 0.0.4)
+    faraday-multipart (1.0.4)
+      multipart-post (~> 2)
+    faraday-net_http (3.0.2)
     ffi (1.15.5)
     ffi-compiler (1.0.1)
       ffi (>= 1.0.0)
@@ -228,6 +237,7 @@ GEM
     mocha (1.2.1)
       metaclass (~> 0.0.1)
     msgpack (1.6.0)
+    multipart-post (2.4.1)
     newrelic_rpm (7.2.0)
     nio4r (2.7.3)
     nokogiri (1.14.3)
@@ -350,7 +360,12 @@ GEM
     rubocop-performance (1.21.1)
       rubocop (>= 1.48.1, < 2.0)
       rubocop-ast (>= 1.31.1, < 2.0)
+    ruby-openai (7.3.1)
+      event_stream_parser (>= 0.3.0, < 2.0.0)
+      faraday (>= 1)
+      faraday-multipart (>= 1)
     ruby-progressbar (1.13.0)
+    ruby2_keywords (0.0.5)
     ruby_dep (1.5.0)
     rubyzip (2.3.2)
     sass (3.7.3)
@@ -514,6 +529,7 @@ DEPENDENCIES
   redcarpet
   rollbar
   rspec-rails (~> 6.0.1)
+  ruby-openai
   sassc-rails (~> 2.1)
   sham_rack
   shoulda-matchers (~> 3)

From cfb90331b52ed9824ed82dfb158298849a73d842 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Sun, 27 Oct 2024 23:32:07 -0400
Subject: [PATCH 06/20] add initial project analysis models

---
 app/models/project_analysis.rb                | 29 +++++++++++++
 app/models/project_analysis_score.rb          |  9 ++++
 app/models/project_analysis_scores.rb         | 34 +++++++++++++++
 .../20241028031112_create_project_analyses.rb | 41 +++++++++++++++++++
 4 files changed, 113 insertions(+)
 create mode 100644 app/models/project_analysis.rb
 create mode 100644 app/models/project_analysis_score.rb
 create mode 100644 app/models/project_analysis_scores.rb
 create mode 100644 db/migrate/20241028031112_create_project_analyses.rb

diff --git a/app/models/project_analysis.rb b/app/models/project_analysis.rb
new file mode 100644
index 00000000..3ed711bd
--- /dev/null
+++ b/app/models/project_analysis.rb
@@ -0,0 +1,29 @@
+class ProjectAnalysis < ApplicationRecord
+  belongs_to :project, optional: true
+
+  validates :summary, :language_code, :applicant_role, :scores, presence: true
+
+  validate :validate_scores
+
+  # Serialize the tags array
+  serialize :tags, Array
+
+  # Access scores as a nested object
+  def scores
+    @scores ||= ProjectAnalysisScores.new(self)
+  end
+
+  private def validate_scores
+    scores_class = ProjectAnalysisScores::SCORE_FIELDS
+    scores_class.each do |field|
+      score_value = send(:"#{field}_score")
+      reason = send(:"#{field}_score_reason")
+
+      if score_value.nil? || reason.blank?
+        errors.add(:base, "Both score and reason must be present for #{field}")
+      elsif score_value < 0 || score_value > 1
+        errors.add(:base, "Score for #{field} must be between 0.0 and 1.0")
+      end
+    end
+  end
+end
diff --git a/app/models/project_analysis_score.rb b/app/models/project_analysis_score.rb
new file mode 100644
index 00000000..46df58c1
--- /dev/null
+++ b/app/models/project_analysis_score.rb
@@ -0,0 +1,9 @@
+# app/models/project_analysis_score.rb
+class ProjectAnalysisScore
+  attr_accessor :score, :reason
+
+  def initialize(score:, reason:)
+    @score = score
+    @reason = reason
+  end
+end
diff --git a/app/models/project_analysis_scores.rb b/app/models/project_analysis_scores.rb
new file mode 100644
index 00000000..af19f2a9
--- /dev/null
+++ b/app/models/project_analysis_scores.rb
@@ -0,0 +1,34 @@
+class ProjectAnalysisScores
+  SCORE_FIELDS = %w[
+    reach
+    proximity
+    self_interest
+    budget_clarity
+    impact_of_grant
+    feasibility
+    credibility
+    innovation
+    sustainability
+    community_involvement
+    cultural_relevance
+    scalability
+    urgency
+    alignment_with_mission
+    whimsy
+    social_good
+    artistic_merit
+  ]
+
+  def initialize(project_analysis)
+    @project_analysis = project_analysis
+  end
+
+  SCORE_FIELDS.each do |field|
+    define_method(field) do
+      ProjectAnalysisScore.new(
+        score: @project_analysis.send(:"#{field}_score"),
+        reason: @project_analysis.send(:"#{field}_score_reason")
+      )
+    end
+  end
+end
diff --git a/db/migrate/20241028031112_create_project_analyses.rb b/db/migrate/20241028031112_create_project_analyses.rb
new file mode 100644
index 00000000..bf2240de
--- /dev/null
+++ b/db/migrate/20241028031112_create_project_analyses.rb
@@ -0,0 +1,41 @@
+class CreateProjectAnalyses < ActiveRecord::Migration[6.1]
+  def change
+    create_table :project_analyses do |t|
+      t.references :project, foreign_key: true, null: false
+
+      t.text :summary
+      t.string :language_code
+      t.string :applicant_role
+      t.date :funding_deadline
+      t.string :tags, array: true
+
+      # Scores (flattened)
+      score_fields = [
+        "reach",
+        "proximity",
+        "self_interest",
+        "budget_clarity",
+        "impact_of_grant",
+        "feasibility",
+        "credibility",
+        "innovation",
+        "sustainability",
+        "community_involvement",
+        "cultural_relevance",
+        "scalability",
+        "urgency",
+        "alignment_with_mission",
+        "whimsy",
+        "social_good",
+        "artistic_merit"
+      ]
+
+      score_fields.each do |field|
+        t.decimal "#{field}_score", precision: 4, scale: 2
+        t.text "#{field}_score_reason"
+      end
+
+      t.timestamps
+    end
+  end
+end

From 8d2b6d41c9d4d1618b4fe34c27ba286ffbb0f6bf Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Thu, 31 Oct 2024 19:04:56 -0500
Subject: [PATCH 07/20] add project analysis models

---
 app/models/project.rb                         | 49 ++++++++++---------
 app/models/project_analysis.rb                |  2 +-
 app/models/project_analysis_scores.rb         | 13 ++---
 ..._add_project_analysis_suggestion_column.rb |  5 ++
 ...dd_project_analysis_prompt_info_columns.rb | 11 +++++
 ...1603_add_project_analysis_novelty_score.rb |  6 +++
 6 files changed, 55 insertions(+), 31 deletions(-)
 create mode 100644 db/migrate/20241029213306_add_project_analysis_suggestion_column.rb
 create mode 100644 db/migrate/20241029213419_add_project_analysis_prompt_info_columns.rb
 create mode 100644 db/migrate/20241030001603_add_project_analysis_novelty_score.rb

diff --git a/app/models/project.rb b/app/models/project.rb
index 8f338c7a..739d56ad 100644
--- a/app/models/project.rb
+++ b/app/models/project.rb
@@ -10,15 +10,16 @@ class Project < ApplicationRecord
   belongs_to :hidden_by_user, class_name: "User", optional: true
   has_many :comments
   has_many :votes
-  has_many :users, :through => :votes
+  has_many :users, through: :votes
   has_many :photos, -> { merge(Photo.sorted) }
   has_many :real_photos, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
-  has_one  :primary_photo, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
+  has_one :primary_photo, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
+  has_one :project_analysis, dependent: :destroy
 
   before_validation UrlNormalizer.new(:url, :rss_feed_url)
 
-  validates           :url, :rss_feed_url, :url => true, :allow_blank => true
-  validates_length_of :url, :rss_feed_url, :maximum => 255
+  validates :url, :rss_feed_url, url: true, allow_blank: true
+  validates_length_of :url, :rss_feed_url, maximum: 255
 
   validates_presence_of :name
   validates_presence_of :title
@@ -28,7 +29,7 @@ class Project < ApplicationRecord
   validates_presence_of :use_for_money
   validates_presence_of :chapter_id
 
-  delegate :name, :to => :chapter, :prefix => true
+  delegate :name, to: :chapter, prefix: true
 
   before_save :ensure_funded_description
   before_save :update_photo_order
@@ -40,9 +41,9 @@ class Project < ApplicationRecord
 
   # specify the default fields on which full text search will be performed
   extend Searchable(:name, :title, :email, :about_me, :about_project, :use_for_money,
-                    :extra_answer_1, :extra_answer_2, :extra_answer_3)
+    :extra_answer_1, :extra_answer_2, :extra_answer_3)
 
-  scope :public_search, lambda { |query| search({ name: query, title: query, funded_description: query, url: query }, false) }
+  scope :public_search, lambda { |query| search({name: query, title: query, funded_description: query, url: query}, false) }
 
   accepts_nested_attributes_for :photos, allow_destroy: true
 
@@ -51,9 +52,9 @@ def self.winner_count
   end
 
   def self.visible_to(user)
-    joins(:chapter).
-      joins("LEFT OUTER JOIN roles ON roles.chapter_id = chapters.id").
-      where("roles.user_id = #{user.id} OR chapters.name = ?", Chapter::ANY_CHAPTER_NAME)
+    joins(:chapter)
+      .joins("LEFT OUTER JOIN roles ON roles.chapter_id = chapters.id")
+      .where("roles.user_id = #{user.id} OR chapters.name = ?", Chapter::ANY_CHAPTER_NAME)
   end
 
   def self.with_votes_for_chapter(c)
@@ -65,15 +66,15 @@ def self.with_votes_by_members_of_chapter(c)
   end
 
   def self.voted_for_by_members_of(chapter)
-    joins(:users => :chapters).where("chapters.id = ? OR chapters.name = ?", chapter.id, Chapter::ANY_CHAPTER_NAME)
+    joins(users: :chapters).where("chapters.id = ? OR chapters.name = ?", chapter.id, Chapter::ANY_CHAPTER_NAME)
   end
 
   def self.during_timeframe(start_date, end_date)
     # FIXME the database stores dates in UTC, whereas we parse the dates
     # provided in the local zone. This can result in mismatches when the
     # overlap crosses midnight.
-    start_date = 100.years.ago.strftime('%Y-%m-%d') if start_date.blank?
-    end_date   = Time.zone.now.strftime('%Y-%m-%d') if end_date.blank?
+    start_date = 100.years.ago.strftime("%Y-%m-%d") if start_date.blank?
+    end_date = Time.zone.now.strftime("%Y-%m-%d") if end_date.blank?
 
     where(
       "projects.created_at > ? AND projects.created_at < ?",
@@ -84,15 +85,15 @@ def self.during_timeframe(start_date, end_date)
 
   def self.by_vote_count(sort: nil)
     order = case sort
-            when "date" then "projects.created_at DESC, vote_count DESC"
-            when "title" then "projects.title ASC, vote_count DESC"
-            else "vote_count DESC, projects.created_at ASC"
-            end
+    when "date" then "projects.created_at DESC, vote_count DESC"
+    when "title" then "projects.title ASC, vote_count DESC"
+    else "vote_count DESC, projects.created_at ASC"
+    end
 
-    select("projects.chapter_id, projects.id, projects.title, projects.funded_on, COUNT(votes.project_id) as vote_count, projects.created_at").
-      group("projects.id, projects.title, votes.project_id").
-      joins(:users).
-      order(order)
+    select("projects.chapter_id, projects.id, projects.title, projects.funded_on, COUNT(votes.project_id) as vote_count, projects.created_at")
+      .group("projects.id, projects.title, votes.project_id")
+      .joins(:users)
+      .order(order)
   end
 
   def self.winners
@@ -114,7 +115,7 @@ def self.csv_export(projects)
   end
 
   def self.attributes_for_export
-    %w(name title about_project use_for_money about_me url email phone chapter_name id created_at funded_on extra_question_1 extra_answer_1 extra_question_2 extra_answer_2 extra_question_3 extra_answer_3 rss_feed_url hidden_at hidden_reason)
+    %w[name title about_project use_for_money about_me url email phone chapter_name id created_at funded_on extra_question_1 extra_answer_1 extra_question_2 extra_answer_2 extra_question_3 extra_answer_3 rss_feed_url hidden_at hidden_reason]
   end
 
   def to_a
@@ -184,11 +185,11 @@ def save
   end
 
   def extra_question(num)
-    (question = read_attribute("extra_question_#{num}".to_sym)) && question.present? ? question : nil
+    ((question = read_attribute(:"extra_question_#{num}")) && question.present?) ? question : nil
   end
 
   def extra_answer(num)
-    (answer = read_attribute("extra_answer_#{num}".to_sym)) && answer.present? ? answer : nil
+    ((answer = read_attribute(:"extra_answer_#{num}")) && answer.present?) ? answer : nil
   end
 
   def hide!(reason, user)
diff --git a/app/models/project_analysis.rb b/app/models/project_analysis.rb
index 3ed711bd..ed135073 100644
--- a/app/models/project_analysis.rb
+++ b/app/models/project_analysis.rb
@@ -6,7 +6,7 @@ class ProjectAnalysis < ApplicationRecord
   validate :validate_scores
 
   # Serialize the tags array
-  serialize :tags, Array
+  # serialize :tags, Array
 
   # Access scores as a nested object
   def scores
diff --git a/app/models/project_analysis_scores.rb b/app/models/project_analysis_scores.rb
index af19f2a9..bf50b871 100644
--- a/app/models/project_analysis_scores.rb
+++ b/app/models/project_analysis_scores.rb
@@ -1,21 +1,22 @@
 class ProjectAnalysisScores
   SCORE_FIELDS = %w[
-    reach
-    proximity
     self_interest
+    proximity
+    novelty
     budget_clarity
-    impact_of_grant
+    whimsy
+    social_good
+    reach
     feasibility
+    urgency
+    impact_of_grant
     credibility
     innovation
     sustainability
     community_involvement
     cultural_relevance
     scalability
-    urgency
     alignment_with_mission
-    whimsy
-    social_good
     artistic_merit
   ]
 
diff --git a/db/migrate/20241029213306_add_project_analysis_suggestion_column.rb b/db/migrate/20241029213306_add_project_analysis_suggestion_column.rb
new file mode 100644
index 00000000..46f3af42
--- /dev/null
+++ b/db/migrate/20241029213306_add_project_analysis_suggestion_column.rb
@@ -0,0 +1,5 @@
+class AddProjectAnalysisSuggestionColumn < ActiveRecord::Migration[6.1]
+  def change
+    add_column :project_analyses, :suggestion, :text
+  end
+end
diff --git a/db/migrate/20241029213419_add_project_analysis_prompt_info_columns.rb b/db/migrate/20241029213419_add_project_analysis_prompt_info_columns.rb
new file mode 100644
index 00000000..b1f11613
--- /dev/null
+++ b/db/migrate/20241029213419_add_project_analysis_prompt_info_columns.rb
@@ -0,0 +1,11 @@
+class AddProjectAnalysisPromptInfoColumns < ActiveRecord::Migration[6.1]
+  def change
+    add_column :project_analyses, :prompt_usage_data, :jsonb, default: {}, null: false
+    add_column :project_analyses, :prompt_tokens, :integer
+    add_column :project_analyses, :completion_tokens, :integer
+    add_column :project_analyses, :cached_tokens, :integer
+    add_column :project_analyses, :prompt_estimated_cost, :float
+    add_column :project_analyses, :prompt_input_params, :jsonb, default: {}, null: false
+    add_column :project_analyses, :prompt_response_data, :jsonb, default: {}, null: false
+  end
+end
diff --git a/db/migrate/20241030001603_add_project_analysis_novelty_score.rb b/db/migrate/20241030001603_add_project_analysis_novelty_score.rb
new file mode 100644
index 00000000..b17d98f0
--- /dev/null
+++ b/db/migrate/20241030001603_add_project_analysis_novelty_score.rb
@@ -0,0 +1,6 @@
+class AddProjectAnalysisNoveltyScore < ActiveRecord::Migration[6.1]
+  def change
+    add_column :project_analyses, :novelty_score, :decimal, precision: 4, scale: 2
+    add_column :project_analyses, :novelty_score_reason, :text
+  end
+end

From b9a85f0807512784bf5589e5a630b2dfefc5a9e5 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Thu, 31 Oct 2024 19:05:43 -0500
Subject: [PATCH 08/20] add project analysis generator

---
 app/services/project_analysis_generator.rb    | 133 +++++++++
 config/openai.yml                             | 280 ++++++++++++++++++
 ...ect_analysis_generator_integration_spec.rb |  25 ++
 .../project_analysis_generator_spec.rb        |  58 ++++
 4 files changed, 496 insertions(+)
 create mode 100644 app/services/project_analysis_generator.rb
 create mode 100644 config/openai.yml
 create mode 100644 spec/services/project_analysis_generator_integration_spec.rb
 create mode 100644 spec/services/project_analysis_generator_spec.rb

diff --git a/app/services/project_analysis_generator.rb b/app/services/project_analysis_generator.rb
new file mode 100644
index 00000000..eb265a3d
--- /dev/null
+++ b/app/services/project_analysis_generator.rb
@@ -0,0 +1,133 @@
+require "openai"
+require "nokogiri"
+
+class ProjectAnalysisGenerator
+  def initialize(project_id)
+    @project = Project.find(project_id)
+    openai_config = Rails.application.config_for(:openai)
+
+    # puts(JSON.generate({openai_config: openai_config}, indent: "  "))
+
+    @openai_api_key = openai_config[:api_key]
+    raise "Error: OPENAI_API_KEY is not set in the configuration." if @openai_api_key.blank?
+
+    @client = OpenAI::Client.new(
+      access_token: @openai_api_key,
+      log_error: true
+    )
+
+    config = openai_config[:project_analysis]
+    @model = config[:model]
+    @prompt = config[:prompt_text]
+    @format_instructions = config[:format_instructions]
+    @response_schema = config[:response_schema]
+  end
+
+  def call
+    project_data = prepare_project_data
+    response = make_api_call(project_data)
+
+    if response.nil?
+      raise "Error: OpenAI API call failed."
+    end
+
+    parse_and_save_response(response)
+  end
+
+  private
+
+  def prepare_project_data
+    {
+      "project_id" => @project.id,
+      "title" => @project.title,
+      "about_me" => @project.about_me,
+      "about_project" => @project.about_project,
+      "use_for_money" => @project.use_for_money,
+      "created_at" => @project.created_at,
+      "chapter_name" => @project.chapter.name,
+      "chapter_country" => @project.chapter.country,
+      "chapter_description" => Nokogiri::HTML.fragment(@project.chapter.description).text.strip,
+      "extra_questions" => [
+        {question: @project.extra_question_1, answer: @project.extra_answer_1},
+        {question: @project.extra_question_2, answer: @project.extra_answer_2},
+        {question: @project.extra_question_3, answer: @project.extra_answer_3}
+      ].reject { |qa| qa[:question].blank? && qa[:answer].blank? }
+    }
+  end
+
+  def make_api_call(project_data)
+    parameters = {
+      model: @model,
+      messages: [
+        {role: "user", content: @prompt},
+        {role: "user", content: project_data.to_json},
+        {role: "user", content: @format_instructions}
+      ],
+      functions: [
+        {
+          name: "structured_output",
+          parameters: @response_schema
+        }
+      ],
+      function_call: "auto"
+    }
+    response = @client.chat(parameters: parameters)
+    puts(JSON.generate({response: response}, indent: "  "))
+    # response.merge(
+    #   "prompt_usage_data" => { "total_tokens" => 800, "prompt_tokens" => 500, "completion_tokens" => 300 },
+    #   "prompt_estimated_cost" => 0.02
+    # )
+    response
+  rescue => e
+    Rails.logger.error("OpenAI API call failed: #{e}")
+    nil
+  end
+
+  def parse_and_save_response(response)
+    response_messages = response.dig("choices", 0, "message")
+    response_data = if response_messages["function_call"]
+      JSON.parse(response_messages["function_call"]["arguments"])
+    else
+      JSON.parse(response_messages["content"])
+    end
+
+    project_analysis_attributes = map_response_to_attributes(response_data)
+
+    project_analysis = ProjectAnalysis.find_or_initialize_by(project_id: @project.id)
+    project_analysis.assign_attributes(project_analysis_attributes)
+    project_analysis.save!
+
+    project_analysis
+  rescue JSON::ParserError => e
+    Rails.logger.error("Failed to parse OpenAI response: #{e.message}")
+    nil
+  end
+
+  def map_response_to_attributes(response_data)
+    project_analysis_attributes = {
+      summary: response_data["summary"],
+      language_code: response_data["language_code"],
+      applicant_role: response_data["applicant_role"],
+      funding_deadline: response_data["funding_deadline"],
+      tags: response_data["tags"],
+      suggestion: response_data["suggestions"]
+      # prompt_usage_data: response["usage"]
+    }
+
+    # Parse scores
+    scores = response_data["scores"]
+
+    ProjectAnalysisScores::SCORE_FIELDS.each do |field|
+      score_data = scores[field]
+
+      if score_data
+        project_analysis_attributes["#{field}_score"] = score_data["score"]
+        project_analysis_attributes["#{field}_score_reason"] = score_data["reason"]
+      else
+        Rails.logger.warn("Score for #{field} is missing in the response.")
+      end
+    end
+
+    project_analysis_attributes
+  end
+end
diff --git a/config/openai.yml b/config/openai.yml
new file mode 100644
index 00000000..1136efba
--- /dev/null
+++ b/config/openai.yml
@@ -0,0 +1,280 @@
+default_settings: &default
+  api_key: <%= ENV['OPENAI_API_KEY'] || '' %>
+  project_analysis:
+    model: gpt-4o
+    prompt_text: |
+      You are an Awesome Foundation trustee. You have been asked to review the
+      following grant application and provide your feedback to qualify it for the
+      monthly award.
+
+    format_instructions: |
+      DO NOT start the summary with unnecessary setup like 'This grant application
+      seeks funding for a community garden in Rogers Park...'. Instead just say
+      something like 'A community garden in Rogers Park...'
+
+      For the score fields, provide a decimal value between 0 and 1, as well as a short
+      2-sentence explanation for why the application meets or does not meet the
+      criteria described in the field.
+
+      For the score fields, provide a JSON object with the score value as a number
+      (without quotes) and the reason field as a string.
+
+      DO provide values for all scores.
+      DO NOT provide any other text in the result beyond the JSON.
+      DO NOT surround the JSON in backticks.
+
+      Return all responses in English.
+
+    response_schema:
+      "$defs":
+        ApplicantRole:
+          enum:
+            - community_leader
+            - teacher
+            - student
+            - artist
+            - academic
+            - entrepreneur
+            - nonprofit_organizer
+            - activist
+            - healthcare_worker
+            - scientist
+            - engineer
+            - social_worker
+            - musician
+            - filmmaker
+            - writer
+            - performer
+            - environmentalist
+            - technologist
+            - craftsperson
+            - parent
+          title: ApplicantRole
+          type: string
+        ProjectTag:
+          enum:
+            - science
+            - music
+            - technology
+            - art
+            - education
+            - environment
+            - health
+            - community
+            - social_justice
+            - culture
+            - history
+            - literature
+            - sports
+            - mental_health
+            - youth
+            - seniors
+            - accessibility
+            - urban_gardening
+            - sustainability
+            - renewable_energy
+            - robotics
+            - coding
+            - wildlife_conservation
+            - food_security
+            - housing
+            - dance
+            - theater
+            - filmmaking
+            - photography
+            - public_art
+            - disaster_relief
+            - transportation
+            - civic_engagement
+            - public_health
+            - water_safety
+            - astronomy
+            - journalism
+            - advocacy
+            - peacebuilding
+            - maker_space
+            - entrepreneurship
+            - clean_technology
+            - urban_planning
+            - heritage
+            - migration
+            - storytelling
+            - digital_inclusion
+            - biodiversity
+            - maker_education
+            - language_preservation
+            - homelessness
+            - libraries
+            - autism
+            - arts_activism
+            - food
+            - disability
+            - gender_equality
+            - lgbtq
+            - bicycles
+            - media_literacy
+            - animals
+            - crafts
+            - parks
+          title: ProjectTag
+          type: string
+        Score:
+          properties:
+            score:
+              title: Score
+              type: number
+              description:
+                Decimal value between 0 and 1 representing whether or not the
+                project fits this criterion described in the field. Two digit precision.
+            reason:
+              title: Reason
+              type: string
+              description:
+                One to two sentences explaining why the application received its score
+                for this field.
+          required:
+            - score
+            - reason
+          title: Score
+          type: object
+        Scores:
+          properties:
+            reach:
+              "$ref": "#/$defs/Score"
+              description: Number of people impacted, focusing on those local to the chapter's region.
+            proximity:
+              "$ref": "#/$defs/Score"
+              description: Geographic closeness of project and applicant to chapter community.
+            novelty:
+              "$ref": "#/$defs/Score"
+              description: Originality and uniqueness of the project’s concept or approach.
+            public_beneficiary:
+              "$ref": "#/$defs/Score"
+              description: |
+                Prioritizes funds that benefit the public or community over the applicant’s personal gain.
+                Score low if funds are mainly used for applicant’s personal expenses (e.g., stipends).
+            budget_clarity:
+              "$ref": "#/$defs/Score"
+              description: Clarity and detail of fund allocation within the proposal.
+            impact_of_grant:
+              "$ref": "#/$defs/Score"
+              description: Significance of the $1000 grant in achieving the project’s goals.
+            feasibility:
+              "$ref": "#/$defs/Score"
+              description: Practicality of executing the project within the stated timeline and budget.
+            credibility:
+              "$ref": "#/$defs/Score"
+              description: Applicant’s experience and credibility relevant to the project’s scope.
+            innovation:
+              "$ref": "#/$defs/Score"
+              description: Originality of the idea and potential to introduce new solutions.
+            sustainability:
+              "$ref": "#/$defs/Score"
+              description: Long-term viability and potential for impact beyond the grant period.
+            community_involvement:
+              "$ref": "#/$defs/Score"
+              description: Degree of community engagement and opportunities for collaboration.
+            cultural_relevance:
+              "$ref": "#/$defs/Score"
+              description: Alignment with local cultural values and potential to raise awareness.
+            scalability:
+              "$ref": "#/$defs/Score"
+              description: Potential for project expansion or replication in other contexts.
+            urgency:
+              "$ref": "#/$defs/Score"
+              description: Immediacy of need for funds; score lower if impact isn’t time-sensitive.
+            alignment_with_mission:
+              "$ref": "#/$defs/Score"
+              description: Project alignment with the Awesome Foundation’s mission or chapter focus.
+            whimsy:
+              "$ref": "#/$defs/Score"
+              description: Playful, imaginative qualities that inspire curiosity or delight.
+            social_good:
+              "$ref": "#/$defs/Score"
+              description: Potential for positive social impact and contribution to community welfare.
+            artistic_merit:
+              "$ref": "#/$defs/Score"
+              description: Artistic quality or creativity, especially for arts-focused projects.
+          required:
+            - reach
+            - proximity
+            - public_beneficiary
+            - budget_clarity
+            - impact_of_grant
+            - feasibility
+            - innovation
+            - sustainability
+            - community_involvement
+            - cultural_relevance
+            - scalability
+            - urgency
+            - alignment_with_mission
+            - whimsy
+            - social_good
+            - artistic_merit
+          title: Scores
+          type: object
+      properties:
+        project_id:
+          title: Project Id
+          type: integer
+        summary:
+          description:
+            A brief overview of the project, outlining its goals, activities,
+            and potential risks.
+          title: Summary
+          type: string
+        tags:
+          description:
+            List of tags representing the project's themes. Should be instances
+            of the provided list of enums.
+          items:
+            "$ref": "#/$defs/ProjectTag"
+          title: Tags
+          type: array
+        applicant_role:
+          "$ref": "#/$defs/ApplicantRole"
+          description:
+            The applicant's primary role or background in relation to the project.
+            Should be an be one of the provided list of enums.
+        language_code:
+          description:
+            The ISO 639-1 code representing the language of the project description,
+            e.g., 'en' for English.
+          title: Language Code
+          type: string
+        funding_deadline:
+          anyOf:
+            - type: string
+            - type: "null"
+          default:
+          description:
+            The date by which the grant funds are needed to ensure timely execution
+            of the project, in ISO format.
+          title: Funding Deadline
+        suggestions:
+          description:
+            4 - 6 sentences with any additional comments or suggestions for the
+            applicant.
+          title: Suggestions
+          type: string
+        scores:
+          "$ref": "#/$defs/Scores"
+      required:
+        - project_id
+        - summary
+        - tags
+        - applicant_role
+        - language_code
+        - scores
+      title: ProjectSummary
+      type: object
+
+development:
+  <<: *default
+
+production:
+  <<: *default
+
+test:
+  <<: *default
diff --git a/spec/services/project_analysis_generator_integration_spec.rb b/spec/services/project_analysis_generator_integration_spec.rb
new file mode 100644
index 00000000..91127baa
--- /dev/null
+++ b/spec/services/project_analysis_generator_integration_spec.rb
@@ -0,0 +1,25 @@
+require "rails_helper"
+
+RSpec.describe "ProjectAnalysisGenerator Integration", type: :integration do
+  let(:project) { create(:project) }
+
+  before do
+    skip "Integration test skipped: OPENAI_API_KEY is not configured." if ENV["OPENAI_API_KEY"].blank?
+  end
+
+  it "calls the OpenAI API with a real key and validates the response", integration: true do
+    generator = ProjectAnalysisGenerator.new(project.id)
+    expect { generator.call }.not_to raise_error
+
+    analysis = ProjectAnalysis.last
+    expect(analysis).not_to be_nil
+    expect(analysis.summary).to be_a(String)
+    expect(analysis.language_code).to be_a(String)
+    expect(analysis.scores).to be_a(Hash)
+    expect(analysis.scores).to include(*ProjectAnalysisScores::SCORE_FIELDS)
+
+    [*ProjectAnalysisScores::SCORE_FIELDS].each do |field|
+      expect(analysis.scores[field][:reason]).to be_a(String)
+    end
+  end
+end
diff --git a/spec/services/project_analysis_generator_spec.rb b/spec/services/project_analysis_generator_spec.rb
new file mode 100644
index 00000000..94f5691f
--- /dev/null
+++ b/spec/services/project_analysis_generator_spec.rb
@@ -0,0 +1,58 @@
+require "rails_helper"
+
+RSpec.describe ProjectAnalysisGenerator, type: :service do
+  let(:project) { create(:project) }
+
+  before do
+    # Mock the OpenAI API client
+    @mock_client = instance_double(OpenAI::Client)
+    allow(OpenAI::Client).to receive(:new).and_return(@mock_client)
+  end
+
+  describe "#call" do
+    context "when OpenAI API returns a valid response" do
+      it "creates a ProjectAnalysis record" do
+        # Mock the API response
+        api_response = {
+          "choices" => [
+            {
+              "message" => {
+                "content" => {
+                  "summary" => "A great project.",
+                  "language_code" => "en",
+                  "applicant_role" => "Founder",
+                  "scores" => {
+                    "impact" => {"score" => 0.9, "reason" => "High impact"},
+                    "feasibility" => {"score" => 0.8, "reason" => "Feasible"},
+                    "innovation" => {"score" => 0.7, "reason" => "Innovative"}
+                  }
+                }.to_json
+              }
+            }
+          ]
+        }
+        allow(@mock_client).to receive(:chat).and_return(api_response)
+
+        generator = ProjectAnalysisGenerator.new(project.id)
+        expect {
+          generator.call
+        }.to change { ProjectAnalysis.count }.by(1)
+
+        analysis = ProjectAnalysis.last
+        expect(analysis.summary).to eq("A great project.")
+        expect(analysis.language_code).to eq("en")
+        expect(analysis.scores.impact_score).to eq(0.9)
+        expect(analysis.scores.impact_reason).to eq("High impact")
+      end
+    end
+
+    context "when OpenAI API fails" do
+      it "raises an error" do
+        allow(@mock_client).to receive(:chat).and_raise(StandardError.new("API Error"))
+
+        generator = ProjectAnalysisGenerator.new(project.id)
+        expect { generator.call }.to raise_error("Error: OpenAI API call failed.")
+      end
+    end
+  end
+end

From 27d8fba3822f1c94792e724b1c846d7b4d7163e8 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Thu, 31 Oct 2024 19:06:18 -0500
Subject: [PATCH 09/20] add project analysis asynchronous job

---
 app/jobs/application_job.rb      | 7 +++++++
 app/jobs/project_analysis_job.rb | 9 +++++++++
 2 files changed, 16 insertions(+)
 create mode 100644 app/jobs/application_job.rb
 create mode 100644 app/jobs/project_analysis_job.rb

diff --git a/app/jobs/application_job.rb b/app/jobs/application_job.rb
new file mode 100644
index 00000000..d394c3d1
--- /dev/null
+++ b/app/jobs/application_job.rb
@@ -0,0 +1,7 @@
+class ApplicationJob < ActiveJob::Base
+  # Automatically retry jobs that encountered a deadlock
+  # retry_on ActiveRecord::Deadlocked
+
+  # Most jobs are safe to ignore if the underlying records are no longer available
+  # discard_on ActiveJob::DeserializationError
+end
diff --git a/app/jobs/project_analysis_job.rb b/app/jobs/project_analysis_job.rb
new file mode 100644
index 00000000..3e7b7874
--- /dev/null
+++ b/app/jobs/project_analysis_job.rb
@@ -0,0 +1,9 @@
+class ProjectAnalysisJob < ApplicationJob
+  queue_as :default
+
+  def perform(project_id)
+    ProjectAnalysisGenerator.new(project_id).call
+  rescue => e
+    Rails.logger.error("Failed to generate project analysis for Project #{project_id}: #{e.message}")
+  end
+end

From 34537329a28842c6a8356b2b53dc6354658c92d1 Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Thu, 31 Oct 2024 19:06:48 -0500
Subject: [PATCH 10/20] add project analysis view

---
 app/assets/stylesheets/_base-variables.scss   |  24 +++-
 app/assets/stylesheets/_project_analyses.scss |  45 ++++++
 app/assets/stylesheets/_projects-index.scss   | 132 ++++++++++--------
 app/assets/stylesheets/application.css.scss   |  65 ++++-----
 .../project_analyses_controller.rb            |  27 ++++
 app/views/project_analyses/show.html.erb      |  51 +++++++
 app/views/projects/_project_details.html.erb  |   1 +
 config/locales/en.yml                         |   2 +
 config/routes.rb                              |  72 +++++-----
 spec/factories.rb                             |  20 ++-
 spec/jobs/project_analysis_job_spec.rb        |   5 +
 11 files changed, 305 insertions(+), 139 deletions(-)
 create mode 100644 app/assets/stylesheets/_project_analyses.scss
 create mode 100644 app/controllers/project_analyses_controller.rb
 create mode 100644 app/views/project_analyses/show.html.erb
 create mode 100644 spec/jobs/project_analysis_job_spec.rb

diff --git a/app/assets/stylesheets/_base-variables.scss b/app/assets/stylesheets/_base-variables.scss
index e62a646f..db3074c3 100644
--- a/app/assets/stylesheets/_base-variables.scss
+++ b/app/assets/stylesheets/_base-variables.scss
@@ -2,16 +2,28 @@ $gw-column: 60px;
 $gw-gutter: 20px;
 
 $serif: Georgia, Cambria, serif;
-$sans-serif: 'museo-sans', 'proxima-nova', $helvetica;
+$sans-serif: "museo-sans", "proxima-nova", $helvetica;
 
-$base-font-color: rgb(55,55,55);
-$lighter-base-font-color: rgb(46,46,46);
+$base-font-color: rgb(55, 55, 55);
+$lighter-base-font-color: rgb(46, 46, 46);
 $muted-color: #ccc;
 
 $pink: rgb(255, 75, 126);
 $button-pink: rgb(252, 103, 147);
 
-$blue: rgb(34,122,255); //blue
+$blue: rgb(34, 122, 255); //blue
+
+$green-background: #a7f3d0;
+$green-text: #065f46;
+
+$yellow-background: #fef08a;
+$yellow-text: #854d0e;
+
+$red-background: #fecaca;
+$red-text: #7f1d1d;
+
+$base-font-color: rgb(55, 55, 55);
+$lighter-base-font-color: rgb(46, 46, 46);
 
 /***
  * Responsiveness Sizes        
@@ -22,7 +34,7 @@ $blue: rgb(34,122,255); //blue
  * mobile-small:    for additional changes that accommdate very small screens like iPhone 5S
 ***/
 
-$maximum-width: 60em;   // Equivalent to 969px;
+$maximum-width: 60em; // Equivalent to 969px;
 $tablet-standard: 60em;
 $mobile-standard: 30em; // Equivalent to 480px;
-$mobile-small: 20em;    // Equivalent to 320px;
+$mobile-small: 20em; // Equivalent to 320px;
diff --git a/app/assets/stylesheets/_project_analyses.scss b/app/assets/stylesheets/_project_analyses.scss
new file mode 100644
index 00000000..d7bf7825
--- /dev/null
+++ b/app/assets/stylesheets/_project_analyses.scss
@@ -0,0 +1,45 @@
+// @import "base_variables";
+
+body.project-analysis-show {
+  h1 {
+    font-size: 24px;
+    margin-bottom: 16px;
+  }
+
+  .scores-table {
+    width: 100%;
+    border-collapse: collapse;
+    margin-bottom: 20px;
+
+    th,
+    td {
+      padding: 8px;
+      border: 1px solid #ddd;
+    }
+
+    th {
+      background-color: #f0f0f0;
+      text-align: left;
+      font-weight: bold;
+    }
+
+    // Define classes for score rows using the color variables
+    tr.score-row--high {
+      background-color: $green-background;
+      color: $green-text;
+      font-weight: 900;
+    }
+
+    tr.score-row--medium {
+      background-color: $yellow-background;
+      color: $yellow-text;
+    }
+
+    tr.score-row--low {
+      background-color: $red-background;
+      color: $red-text;
+    }
+  }
+
+  // Additional styles can be defined here, following your SCSS strategies
+}
diff --git a/app/assets/stylesheets/_projects-index.scss b/app/assets/stylesheets/_projects-index.scss
index 6d5ca16f..7c3df572 100644
--- a/app/assets/stylesheets/_projects-index.scss
+++ b/app/assets/stylesheets/_projects-index.scss
@@ -1,15 +1,13 @@
 body.projects-index {
-
   section.container {
     @extend .clearfix;
   }
-  
+
   @media all and (max-width: $maximum-width) {
     section.container {
       margin-top: 0.5em !important;
     }
   }
-  
 }
 
 .application__image-wrapper {
@@ -32,7 +30,7 @@ body.projects-index {
 }
 
 .admin-panel {
-  border-right: 1px solid rgb(200,200,200);
+  border-right: 1px solid rgb(200, 200, 200);
   float: left;
   margin-right: 39px;
   padding: 0px 20px 20px 0px;
@@ -76,13 +74,13 @@ body.projects-index {
   }
 
   h2 {
-    border-bottom: 1px dotted rgb(200,200,200);
+    border-bottom: 1px dotted rgb(200, 200, 200);
     font: 300 18px/20px $sans-serif;
     margin: 15px 0px;
     padding-bottom: 30px;
     text-align: center;
     @media all and (max-width: $maximum-width) {
-      border-bottom: 1px solid rgb(200,200,200);
+      border-bottom: 1px solid rgb(200, 200, 200);
       margin-bottom: 0px;
       text-align: left;
       padding-left: 70px;
@@ -94,7 +92,7 @@ body.projects-index {
     margin: 0px;
 
     li {
-      border-bottom: 1px dotted rgb(200,200,200);
+      border-bottom: 1px dotted rgb(200, 200, 200);
       list-style: none;
       margin-bottom: 15px;
       padding: 0px 0px 15px 0px;
@@ -121,7 +119,7 @@ body.projects-index {
       }
 
       a {
-        color: rgb(55,55,55);
+        color: rgb(55, 55, 55);
         display: block;
         font: normal 12px/14px $sans-serif;
         padding: 5px 0px 5px 10px;
@@ -132,7 +130,7 @@ body.projects-index {
 
         &:hover {
           background: $pink;
-          color: rgb(255,255,255);
+          color: rgb(255, 255, 255);
         }
       }
     }
@@ -142,7 +140,7 @@ body.projects-index {
 .applications {
   float: left;
   max-width: grid-width(9);
-  
+
   /* Ensure 'Back to Chapter' link on admin view of project page is the correct font size */
   > p:nth-child(2) {
     font-size: 0.8em;
@@ -169,11 +167,12 @@ body.projects-index {
   }
 
   .application-filters {
-    background: rgb(230,230,230);
-    border: 1px solid rgb(200,200,200);
+    background: rgb(230, 230, 230);
+    border: 1px solid rgb(200, 200, 200);
     border-radius: 4px;
-    box-shadow: inset 0 -1px 0 0 rgba(255,255,255, 0.3), inset 0 1px 0 0 rgba(255,255,255, 0.8);
-    @include linear-gradient(rgb(240,240,240), rgb(220,220,220));
+    box-shadow: inset 0 -1px 0 0 rgba(255, 255, 255, 0.3),
+      inset 0 1px 0 0 rgba(255, 255, 255, 0.8);
+    @include linear-gradient(rgb(240, 240, 240), rgb(220, 220, 220));
     margin-bottom: 10px;
     position: relative;
     width: grid-width(9);
@@ -187,8 +186,8 @@ body.projects-index {
       position: relative;
 
       a.chapter-selection {
-        background: rgb(230,230,230);
-        border: 1px solid rgb(190,190,190);
+        background: rgb(230, 230, 230);
+        border: 1px solid rgb(190, 190, 190);
         border-radius: 3px;
         display: block;
         padding: 5px 40px 5px 10px;
@@ -196,18 +195,18 @@ body.projects-index {
         z-index: 2;
 
         &:hover {
-          background: rgb(220,220,220);
+          background: rgb(220, 220, 220);
         }
 
         span {
-          color: rgb(55,55,55);
+          color: rgb(55, 55, 55);
           font: normal 16px/18px $sans-serif;
-          text-shadow: 0 1px rgba(255,255,255, 0.75);
+          text-shadow: 0 1px rgba(255, 255, 255, 0.75);
         }
 
         span.arrow {
           border: {
-            top: 7px solid rgb(150,150,150);
+            top: 7px solid rgb(150, 150, 150);
             right: 7px solid transparent;
             bottom: 7px solid transparent;
             left: 7px solid transparent;
@@ -218,18 +217,18 @@ body.projects-index {
         }
 
         &.expanded {
-          background: rgb(220,220,220);
-          border: 1px solid rgb(150,150,150);
+          background: rgb(220, 220, 220);
+          border: 1px solid rgb(150, 150, 150);
           border-radius: 3px 3px 0px 0px;
           cursor: pointer;
         }
       }
 
       ol.chapter-selector {
-        background: rgb(255,255,255);
-        border: 1px solid rgb(150,150,150);
+        background: rgb(255, 255, 255);
+        border: 1px solid rgb(150, 150, 150);
         @include border-bottom-radius(4px);
-        box-shadow: 0 3px 5px 0 rgba(0,0,0, 0.2);
+        box-shadow: 0 3px 5px 0 rgba(0, 0, 0, 0.2);
         opacity: 0;
         overflow-y: auto;
         position: relative;
@@ -237,13 +236,13 @@ body.projects-index {
         z-index: 1;
         margin-top: -1px;
         margin-bottom: 0px;
-        
+
         &.bounded {
-          max-height: 428px;          
+          max-height: 428px;
         }
 
         li {
-          border-bottom: 1px solid rgb(200,200,200);
+          border-bottom: 1px solid rgb(200, 200, 200);
           list-style: none;
           margin: 0 5px;
           padding: 3px 0px;
@@ -253,14 +252,14 @@ body.projects-index {
           }
 
           a {
-            color: rgb(55,55,55);
+            color: rgb(55, 55, 55);
             display: block;
             padding: 5px 8px;
             text-decoration: none;
 
             &:hover {
               background: $pink;
-              color: rgb(255,255,255);
+              color: rgb(255, 255, 255);
             }
           }
         }
@@ -276,7 +275,9 @@ body.projects-index {
       float: right;
       padding: 0px 10px 10px 10px;
 
-      div.short-list-toggle, div.funded-toggle, div.toggle {
+      div.short-list-toggle,
+      div.funded-toggle,
+      div.toggle {
         float: left;
         margin-right: 10px;
         margin-top: 20px;
@@ -289,28 +290,29 @@ body.projects-index {
         }
 
         label {
-          background: rgb(230,230,230);
-          border: 1px solid rgb(190,190,190);
+          background: rgb(230, 230, 230);
+          border: 1px solid rgb(190, 190, 190);
           border-radius: 3px;
           font: normal 12px $sans-serif;
           height: 21px;
           margin: 0px;
-          text-shadow: 0 1px rgba(255,255,255, 0.8);
+          text-shadow: 0 1px rgba(255, 255, 255, 0.8);
           padding: 8px 12px 0px 30px;
 
           &:hover {
-            background: rgb(220,220,220);
+            background: rgb(220, 220, 220);
             cursor: pointer;
           }
         }
 
         input[type="checkbox"]:checked + label {
-          background: rgb(220,220,220);
+          background: rgb(220, 220, 220);
           cursor: pointer;
         }
       }
 
-      div.date-range, div.search {
+      div.date-range,
+      div.search {
         float: left;
         margin-right: 10px;
         margin-top: 20px;
@@ -320,12 +322,12 @@ body.projects-index {
         }
 
         input[type="text"] {
-          color: rgb(180,180,180);
+          color: rgb(180, 180, 180);
           height: 30px;
           width: 90px;
 
           &:focus {
-            color: rgb(55,55,55);
+            color: rgb(55, 55, 55);
           }
         }
 
@@ -334,8 +336,9 @@ body.projects-index {
         }
       }
 
-      input[type="submit"], button[type="submit"] {
-        @include button(rgb(230,230,230));
+      input[type="submit"],
+      button[type="submit"] {
+        @include button(rgb(230, 230, 230));
         margin: 0px;
         margin-top: 20px;
         width: auto;
@@ -351,10 +354,10 @@ body.projects-index {
   }
 
   article.project {
-    border: 1px solid rgb(200,200,200);
-    background: rgb(255,255,255);
+    border: 1px solid rgb(200, 200, 200);
+    background: rgb(255, 255, 255);
     border-radius: 4px;
-    box-shadow: 0 1px 6px 0 rgba(0,0,0, 0.15);
+    box-shadow: 0 1px 6px 0 rgba(0, 0, 0, 0.15);
     margin-top: 20px;
     margin-bottom: 20px;
 
@@ -363,7 +366,7 @@ body.projects-index {
 
       div.title {
         @extend .clearfix;
-        border-bottom: 1px solid rgb(200,200,200);
+        border-bottom: 1px solid rgb(200, 200, 200);
         padding: 10px;
 
         a.title {
@@ -379,7 +382,7 @@ body.projects-index {
 
         .public-link {
           display: none;
-          padding-top: .5em;
+          padding-top: 0.5em;
           font-size: 0.8em;
           clear: both;
 
@@ -400,7 +403,7 @@ body.projects-index {
         a.short-list,
         a.mark-as-winner,
         a.project-actions-toggle {
-          @include button(rgb(240,240,240));
+          @include button(rgb(240, 240, 240));
           float: right;
           margin-left: 10px;
           text-decoration: none;
@@ -410,13 +413,28 @@ body.projects-index {
           }
 
           &.mark-as-winner:hover {
-            @include button(rgb(34,122,255));
+            @include button(rgb(34, 122, 255));
           }
         }
 
         a.project-actions-toggle {
           font-size: 1.1em;
         }
+
+        a.auto-awesome {
+          @include button(rgb(240, 240, 240));
+          float: right;
+          margin-left: 10px;
+          text-decoration: none;
+
+          &.auto-awesome:hover {
+            @include button($pink);
+          }
+
+          // &.mark-as-winner:hover {
+          //   @include button(rgb(34,122,255));
+          // }
+        }
       }
 
       .contact {
@@ -429,7 +447,7 @@ body.projects-index {
       }
 
       .meta-data {
-        border-bottom: 1px solid rgb(200,200,200);
+        border-bottom: 1px solid rgb(200, 200, 200);
         padding: 10px;
         font-size: 0.8em;
 
@@ -439,7 +457,7 @@ body.projects-index {
         }
 
         .project-actions-toggle {
-          margin-left: .25em;
+          margin-left: 0.25em;
           font-size: 1.2em;
           float: right;
         }
@@ -474,7 +492,7 @@ body.projects-index {
         margin-bottom: 0;
 
         li {
-          padding-bottom: .5em;
+          padding-bottom: 0.5em;
 
           a {
             text-decoration: none;
@@ -509,7 +527,8 @@ body.projects-index {
         font: normal 16px/20px $serif;
         padding: 10px;
 
-        h3, p {
+        h3,
+        p {
           margin: 0;
           padding: 0;
           font: normal 14px/20px $serif;
@@ -544,7 +563,7 @@ body.projects-index {
 
       .see-more {
         background: rgba(245, 245, 245, 1);
-        border-top: 1px solid rgb(200,200,200);
+        border-top: 1px solid rgb(200, 200, 200);
         @include border-bottom-radius(4px);
         display: block;
         text-decoration: none;
@@ -567,11 +586,12 @@ body.projects-index {
     }
 
     .filtering {
-      border-top: 1px solid rgb(200,200,200);
+      border-top: 1px solid rgb(200, 200, 200);
       padding: 10px;
       font-size: 0.8em;
 
-      .hiding-form, .unhiding-form {
+      .hiding-form,
+      .unhiding-form {
         p {
           margin: 0;
         }
@@ -592,7 +612,7 @@ body.projects-index {
         }
 
         input.hide-action {
-          @include button(rgb(230,230,230));
+          @include button(rgb(230, 230, 230));
           width: 80px;
           position: relative;
           margin: 0;
diff --git a/app/assets/stylesheets/application.css.scss b/app/assets/stylesheets/application.css.scss
index 042988d8..887fcc64 100644
--- a/app/assets/stylesheets/application.css.scss
+++ b/app/assets/stylesheets/application.css.scss
@@ -5,37 +5,38 @@
  *= require_self
 */
 
-@import 'flutie';
-@import 'bourbon';
-@import 'flexbox-ultralight';
-@import 'lightgallery';
+@import "flutie";
+@import "bourbon";
+@import "flexbox-ultralight";
+@import "lightgallery";
 
-@import 'base-variables';
-@import 'base-extends';
-@import 'base-mixins';
-@import 'base-animations';
-@import 'base';
-@import 'buttons';
-@import 'navigation';
-@import 'shared-feed';
-@import 'shared-forms';
-@import 'chapters';
-@import 'projects';
-@import 'comments';
-@import 'home';
-@import 'invitations-new';
-@import 'users';
-@import 'finalists';
-@import 'shared-header';
-@import 'shared-footer';
-@import 'shared-date-picker';
-@import 'shared-flash-messages';
-@import 'about';
-@import 'faq';
-@import 'winners';
-@import 'funded-projects';
-@import 'pagination';
-@import 'magnific-popup';
+@import "base-variables";
+@import "base-extends";
+@import "base-mixins";
+@import "base-animations";
+@import "base";
+@import "buttons";
+@import "navigation";
+@import "shared-feed";
+@import "shared-forms";
+@import "chapters";
+@import "projects";
+@import "project_analyses";
+@import "comments";
+@import "home";
+@import "invitations-new";
+@import "users";
+@import "finalists";
+@import "shared-header";
+@import "shared-footer";
+@import "shared-date-picker";
+@import "shared-flash-messages";
+@import "about";
+@import "faq";
+@import "winners";
+@import "funded-projects";
+@import "pagination";
+@import "magnific-popup";
 
-@import 'owl.carousel.min';
-@import 'owl.theme.default.min';
+@import "owl.carousel.min";
+@import "owl.theme.default.min";
diff --git a/app/controllers/project_analyses_controller.rb b/app/controllers/project_analyses_controller.rb
new file mode 100644
index 00000000..fed46dc7
--- /dev/null
+++ b/app/controllers/project_analyses_controller.rb
@@ -0,0 +1,27 @@
+class ProjectAnalysesController < ApplicationController
+  before_action :require_login
+  before_action :set_project
+
+  def show_or_create
+    # Delete existing analysis if force is true
+    if params[:force].to_s == "true" && @project.project_analysis.present?
+      @project.project_analysis.destroy
+    end
+
+    # Use cached analysis if it exists, otherwise generate a new one
+    @project_analysis = @project.project_analysis || ProjectAnalysisGenerator.new(@project.id).call
+
+    flash[:notice] = if @project_analysis.persisted?
+      "Project analysis loaded from cache."
+    else
+      "New project analysis generated."
+    end
+    render :show
+  end
+
+  private
+
+  def set_project
+    @project = Project.find(params[:project_id])
+  end
+end
diff --git a/app/views/project_analyses/show.html.erb b/app/views/project_analyses/show.html.erb
new file mode 100644
index 00000000..8dfc46f5
--- /dev/null
+++ b/app/views/project_analyses/show.html.erb
@@ -0,0 +1,51 @@
+<% provide(:body_class, 'project-analysis-show') %>
+<body class="<%= content_for?(:body_class) ? yield(:body_class) : '' %>">
+  <h1>Project Analysis for "<%= @project.title %>"</h1>
+
+
+  <p><strong>Summary:</strong> <%= @project_analysis.summary %></p>
+  <p><strong>Applicant Role:</strong> <%= @project_analysis.applicant_role.humanize %></p>
+  <p><strong>Language:</strong> <%= @project_analysis.language_code %></p>
+  <p><strong>Tags:</strong> <%= @project_analysis.tags.join(', ') %></p>
+
+  <table class="scores-table">
+    <thead>
+      <tr style="padding: 0 1em;">
+        <th style="padding: 0 1em;">Criterion</th>
+        <th style="padding: 0 1em;">Score</th>
+        <th style="padding: 0 1em;">Reason</th>
+      </tr>
+    </thead>
+    <tbody>
+      <% # Collect and sort the scores from highest to lowest %>
+      <% scores = ProjectAnalysisScores::SCORE_FIELDS.map do |field|
+          score_obj = @project_analysis.scores.send(field)
+          {
+            field: field.humanize,
+            score: score_obj.score.to_f * 100,
+            reason: score_obj.reason
+          }
+        end
+        # end.sort_by { |s| -s[:score] } %>
+
+      <% # Loop through the sorted scores and apply color coding %>
+      <% scores.each do |score_hash| %>
+        <% # Determine the color classes based on the score %>
+        <% if score_hash[:score] >= 80 %>
+          <% row_style = 'background-color: #d1fae5; color: #022c22;' %>
+        <% elsif score_hash[:score] >= 50 %>
+          <% row_style = 'background-color: #fef9c3; color: #422006;' %>
+        <% else %>
+          <% row_style = 'background-color: #ffe4e6; color: #4c0519;' %>
+        <% end %>
+        <tr style="">
+          <td style="padding: 1em; <%= row_style %>"><%= score_hash[:field] %></td>
+          <td style="padding: 1em; <%= row_style %>"><%= (score_hash[:score]).round %></td>
+          <td style="padding: 1em;"><%= score_hash[:reason] %></td>
+        </tr>
+      <% end %>
+    </tbody>
+  </table>
+
+  <p><strong>Suggestions:</strong> <%= @project_analysis.suggestion %></p>
+</body>
\ No newline at end of file
diff --git a/app/views/projects/_project_details.html.erb b/app/views/projects/_project_details.html.erb
index cd31b902..0490553e 100644
--- a/app/views/projects/_project_details.html.erb
+++ b/app/views/projects/_project_details.html.erb
@@ -12,6 +12,7 @@
 
     <% if display_project_actions?(current_user, project) %>
       <%= link_to '<i class="icon-gear"></i>'.html_safe, "#", class: "project-actions-toggle", data: { action: "click->toggler#toggle" } %>
+      <%= link_to I18n.t("auto_awesome", scope: "projects.project.buttons"), show_or_create_project_project_analysis_path(project), class: "auto-awesome" %>
     <% end %>
     </div>
 
diff --git a/config/locales/en.yml b/config/locales/en.yml
index 10963a5c..3a7d10ed 100644
--- a/config/locales/en.yml
+++ b/config/locales/en.yml
@@ -168,6 +168,8 @@ en:
       add-comment: Add a comment
       confirm-delete-comment: Are you sure you want to remove this comment?
       delete-comment: Delete comment
+      buttons:
+        auto_awesome: Auto-awesome
     hide_form:
       hide: Hide
       unhide: Unhide
diff --git a/config/routes.rb b/config/routes.rb
index 1a5ae987..31d411b2 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -1,53 +1,53 @@
 Rails.application.routes.draw do
   if ENV["AWS_BUCKET"].present?
-    mount Shrine.uppy_s3_multipart(:cache) => '/s3/multipart'
+    mount Shrine.uppy_s3_multipart(:cache) => "/s3/multipart"
   else
-    mount Tus::Server => '/uploads'
+    mount Tus::Server => "/uploads"
   end
 
   constraints(SubdomainConstraint) do
     get "/apply" => "subdomains#apply"
-    get "*url"   => "subdomains#chapter"
-    get "/"      => "subdomains#chapter"
+    get "*url" => "subdomains#chapter"
+    get "/" => "subdomains#chapter"
   end
 
   constraints(DomainConstraint) do
     get "*url" => "subdomains#canonical"
-    get "/"    => "subdomains#canonical"
+    get "/" => "subdomains#canonical"
   end
 
   get "/blog/contact/" => redirect("/en/contact")
-  get "/blog/about/"   => redirect("/en/about_us")
-  get "/blog"          => redirect("http://blog.awesomefoundation.org")
-  get "/blog/*path"    => redirect { |params, request| "http://blog.awesomefoundation.org/#{Addressable::URI.escape(params[:path])}" }, :format => false
-  get "/apply"         => redirect("/en/submissions/new")
+  get "/blog/about/" => redirect("/en/about_us")
+  get "/blog" => redirect("http://blog.awesomefoundation.org")
+  get "/blog/*path" => redirect { |params, request| "http://blog.awesomefoundation.org/#{Addressable::URI.escape(params[:path])}" }, :format => false
+  get "/apply" => redirect("/en/submissions/new")
 
-  resources :passwords, :controller => 'clearance/passwords', :only => [:new, :create]
+  resources :passwords, controller: "clearance/passwords", only: [:new, :create]
 
-  resources :users, :shallow => true do
-    resource :password, :controller => 'clearance/passwords', :only => [:create, :edit, :update]
+  resources :users, shallow: true do
+    resource :password, controller: "clearance/passwords", only: [:create, :edit, :update]
   end
 
   scope "(:locale)", locale: /#{I18n.available_locales.join("|")}/ do
-    resource  :session, controller: :sessions, only: [:new, :create, :destroy]
+    resource :session, controller: :sessions, only: [:new, :create, :destroy]
 
-    get "sign_in",  :to => "sessions#new"
-    delete "sign_out", :to => "sessions#destroy"
+    get "sign_in", to: "sessions#new"
+    delete "sign_out", to: "sessions#destroy"
 
-    resources :users, :only => [:index, :update, :edit] do
-      resource :admins, :only => [:create, :destroy]
+    resources :users, only: [:index, :update, :edit] do
+      resource :admins, only: [:create, :destroy]
     end
 
-    resources :chapters, :only => [:index, :show, :new, :create, :edit, :update] do
-      resources :finalists, :only => [:index]
-      resources :projects,  :only => [:index, :show] do
-        resource :winner, :only => [:edit]
+    resources :chapters, only: [:index, :show, :new, :create, :edit, :update] do
+      resources :finalists, only: [:index]
+      resources :projects, only: [:index, :show] do
+        resource :winner, only: [:edit]
       end
-      resources :users,     :only => [:index]
+      resources :users, only: [:index]
     end
 
-    resources :invitations, :only => [:new, :create] do
-      resources :acceptances, :only => [:new, :create]
+    resources :invitations, only: [:new, :create] do
+      resources :acceptances, only: [:new, :create]
     end
 
     resources :funded_projects, path: "projects", only: [:index, :show]
@@ -58,8 +58,12 @@
         put "unhide"
       end
       resources :comments
-      resource :winner, :only => [:create, :update, :destroy]
-      resource :vote, :only => [:create, :destroy]
+      resource :winner, only: [:create, :update, :destroy]
+      resource :vote, only: [:create, :destroy]
+
+      resource :project_analysis, only: [] do
+        get "show_or_create", to: "project_analyses#show_or_create"
+      end
     end
 
     resources :submissions, controller: "projects" do
@@ -68,21 +72,21 @@
       end
     end
 
-    resources :roles, :only => [:destroy] do
-      resource :promotions, :only => [:create, :destroy]
+    resources :roles, only: [:destroy] do
+      resource :promotions, only: [:create, :destroy]
     end
 
-    %w(about_us faq start_a_chapter).each do |page|
-      get page, :to => 'high_voltage/pages#show', :id => page
+    %w[about_us faq start_a_chapter].each do |page|
+      get page, to: "high_voltage/pages#show", id: page
     end
 
-    root :to => 'home#index'
+    root to: "home#index"
   end
 
-  get "/404", :to => "errors#not_found"
-  get "/500", :to => "errors#internal_server_error"
+  get "/404", to: "errors#not_found"
+  get "/500", to: "errors#internal_server_error"
 
   # All other routes are considered 404s. ActionController::RoutingError
   # will catch them, but that fills our logs with noisy exceptions.
-  get '*url', :to => 'errors#not_found'
+  get "*url", to: "errors#not_found"
 end
diff --git a/spec/factories.rb b/spec/factories.rb
index 4b600208..365e8c31 100644
--- a/spec/factories.rb
+++ b/spec/factories.rb
@@ -1,7 +1,6 @@
-# coding: utf-8
 FactoryGirl.define do
-  sequence(:email) {|n| "user#{n}@example.com" }
-  sequence(:title) {|n| "Something Awesome ##{n}" }
+  sequence(:email) { |n| "user#{n}@example.com" }
+  sequence(:title) { |n| "Something Awesome ##{n}" }
   sequence(:index)
 
   factory :chapter do
@@ -14,7 +13,7 @@
     end
   end
 
-  factory :user, :aliases => [:inviter, :invitee] do
+  factory :user, aliases: [:inviter, :invitee] do
     first_name "Joe"
     last_name "Schmoe"
     email
@@ -27,13 +26,13 @@
 
     factory :user_with_dean_role do
       after(:create) do |user|
-        FactoryGirl.create(:role, :user => user, :name => "dean")
+        FactoryGirl.create(:role, user: user, name: "dean")
         user.reload
       end
     end
 
     factory :user_with_trustee_role do
-      chapters { [association(:chapter) ] }
+      chapters { [association(:chapter)] }
     end
   end
 
@@ -48,7 +47,7 @@
 
   factory :invitation do
     email
-    association :inviter, :factory => :user_with_dean_role
+    association :inviter, factory: :user_with_dean_role
 
     after(:build) do |invitation, proxy|
       invitation.chapter = invitation.inviter.chapters.first
@@ -66,11 +65,11 @@
     chapter
 
     factory :project_with_rss_feed do
-      rss_feed_url Rails.root.join('spec', 'support', 'feed.xml').to_s
+      rss_feed_url Rails.root.join("spec", "support", "feed.xml").to_s
     end
 
     factory :winning_project do
-      sequence(:funded_on) { |n| (3000-n.to_i).days.ago }
+      sequence(:funded_on) { |n| (3000 - n.to_i).days.ago }
     end
 
     factory :hidden_project do
@@ -107,11 +106,10 @@
   # custom storage the way we do.
   factory :s3_photo, class: "Photo" do
     project
-    storage_keys { { store: :s3_store, cache: :s3_cache } }
+    storage_keys { {store: :s3_store, cache: :s3_cache} }
     image_data { FakeData.shrine_uploaded_file("1.JPG") }
   end
 
-
   factory :comment do
     project
     user
diff --git a/spec/jobs/project_analysis_job_spec.rb b/spec/jobs/project_analysis_job_spec.rb
new file mode 100644
index 00000000..5fcd287f
--- /dev/null
+++ b/spec/jobs/project_analysis_job_spec.rb
@@ -0,0 +1,5 @@
+require 'rails_helper'
+
+RSpec.describe ProjectAnalysisJob, type: :job do
+  pending "add some examples to (or delete) #{__FILE__}"
+end

From d5e76d535afd8b4b9348660a9e1de5f39ac20b1b Mon Sep 17 00:00:00 2001
From: Cedric Hurst <cedric@spantree.net>
Date: Fri, 1 Nov 2024 14:38:42 -0500
Subject: [PATCH 11/20] cull gpt prompt criteria scores

reduce the number of scores for fewer input tokens and less redundancy
---
 config/openai.yml | 76 +++++++++++++++++++----------------------------
 1 file changed, 30 insertions(+), 46 deletions(-)

diff --git a/config/openai.yml b/config/openai.yml
index 1136efba..717d1053 100644
--- a/config/openai.yml
+++ b/config/openai.yml
@@ -141,77 +141,61 @@ default_settings: &default
           properties:
             reach:
               "$ref": "#/$defs/Score"
-              description: Number of people impacted, focusing on those local to the chapter's region.
-            proximity:
+              description: |
+                Number of people impacted, focusing on those local to the chapter's region.
+            alignment:
               "$ref": "#/$defs/Score"
-              description: Geographic closeness of project and applicant to chapter community.
+              description: |
+                Project alignment with the Awesome Foundation’s mission and geographical focus.
             novelty:
-              "$ref": "#/$defs/Score"
-              description: Originality and uniqueness of the project’s concept or approach.
-            public_beneficiary:
               "$ref": "#/$defs/Score"
               description: |
-                Prioritizes funds that benefit the public or community over the applicant’s personal gain.
-                Score low if funds are mainly used for applicant’s personal expenses (e.g., stipends).
-            budget_clarity:
+                Originality, cleverness, and uniqueness of the project’s concept or approach. Should
+                not be an obvious idea that replicates other existing work.
+            use_of_proceeds:
               "$ref": "#/$defs/Score"
-              description: Clarity and detail of fund allocation within the proposal.
+              description: |
+                Clarity and detail of fund allocation within the proposal, as well as ensuring the
+                funds will NOT finacially enrich the applicant directly (e.g., stipends paid to the
+                applicant).
             impact_of_grant:
               "$ref": "#/$defs/Score"
-              description: Significance of the $1000 grant in achieving the project’s goals.
+              description: |
+                Significance of the $1000 grant in achieving the project’s goals. The grant should
+                be executable solely with no additional outside funding.
             feasibility:
               "$ref": "#/$defs/Score"
-              description: Practicality of executing the project within the stated timeline and budget.
-            credibility:
-              "$ref": "#/$defs/Score"
-              description: Applicant’s experience and credibility relevant to the project’s scope.
-            innovation:
-              "$ref": "#/$defs/Score"
-              description: Originality of the idea and potential to introduce new solutions.
+              description: |
+                Practicality of executing the project within the stated timeline and budget. Also
+                evaluate applicant’s experience and credibility relevant to the project’s scope.
             sustainability:
               "$ref": "#/$defs/Score"
-              description: Long-term viability and potential for impact beyond the grant period.
-            community_involvement:
-              "$ref": "#/$defs/Score"
-              description: Degree of community engagement and opportunities for collaboration.
-            cultural_relevance:
-              "$ref": "#/$defs/Score"
-              description: Alignment with local cultural values and potential to raise awareness.
-            scalability:
-              "$ref": "#/$defs/Score"
-              description: Potential for project expansion or replication in other contexts.
+              description: |
+                Long-term viability and potential for impact beyond the grant period,
+                as well as potential for project expansion or replication in other contexts.
             urgency:
               "$ref": "#/$defs/Score"
-              description: Immediacy of need for funds; score lower if impact isn’t time-sensitive.
-            alignment_with_mission:
-              "$ref": "#/$defs/Score"
-              description: Project alignment with the Awesome Foundation’s mission or chapter focus.
+              description: |
+                Immediacy of need for funds; score lower if impact isn’t time-sensitive.
             whimsy:
               "$ref": "#/$defs/Score"
-              description: Playful, imaginative qualities that inspire curiosity or delight.
+              description: |
+                Playful, imaginative qualities that inspire curiosity or delight.
             social_good:
               "$ref": "#/$defs/Score"
-              description: Potential for positive social impact and contribution to community welfare.
-            artistic_merit:
-              "$ref": "#/$defs/Score"
-              description: Artistic quality or creativity, especially for arts-focused projects.
+              description: |
+                Potential for positive social impact and contribution to community welfare.
           required:
             - reach
-            - proximity
-            - public_beneficiary
-            - budget_clarity
+            - alignment
+            - novelty
+            - use_of_proceeds
             - impact_of_grant
             - feasibility
-            - innovation
             - sustainability
-            - community_involvement
-            - cultural_relevance
-            - scalability
             - urgency
-            - alignment_with_mission
             - whimsy
             - social_good
-            - artistic_merit
           title: Scores
           type: object
       properties:

From 432f4666f3b37d53962ff8ff1d7c8d492856fd82 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 16:12:23 -0500
Subject: [PATCH 12/20] First pass at fixing specs & bad master merge

---
 .tool-versions                                |  2 +-
 Gemfile.lock                                  | 66 +++++++++----------
 app/models/project.rb                         |  1 +
 spec/factories.rb                             |  5 +-
 spec/jobs/project_analysis_job_spec.rb        |  2 +-
 ...ect_analysis_generator_integration_spec.rb |  2 +-
 .../project_analysis_generator_spec.rb        |  2 +-
 7 files changed, 39 insertions(+), 41 deletions(-)

diff --git a/.tool-versions b/.tool-versions
index 33a8789f..5aa8e0c3 100644
--- a/.tool-versions
+++ b/.tool-versions
@@ -1 +1 @@
-ruby 2.7.7
+ruby 3.3.6
diff --git a/Gemfile.lock b/Gemfile.lock
index 47b1f363..eb58781b 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -81,7 +81,7 @@ GEM
     argon2 (2.3.2)
       ffi (~> 1.15)
       ffi-compiler (~> 1.0)
-    ast (2.4.2)
+    ast (2.4.3)
     aws-eventstream (1.3.2)
     aws-partitions (1.1083.0)
     aws-sdk-core (3.222.1)
@@ -198,7 +198,7 @@ GEM
     faraday-multipart (1.0.4)
       multipart-post (~> 2)
     faraday-net_http (3.0.2)
-    ffi (1.17.1)
+    ffi (1.17.1-x86_64-darwin)
     ffi-compiler (1.3.2)
       ffi (>= 1.15.5)
       rake
@@ -245,12 +245,13 @@ GEM
     jquery-ui-rails (3.0.1)
       jquery-rails
       railties (>= 3.1.0)
-    json (2.7.4)
-    language_server-protocol (3.17.0.3)
+    json (2.18.1)
+    language_server-protocol (3.17.0.5)
     launchy (2.5.2)
       addressable (~> 2.8)
     letter_opener (1.8.1)
       launchy (>= 2.2, < 3)
+    lint_roller (1.1.0)
     listen (3.9.0)
       rb-fsevent (~> 0.10, >= 0.10.3)
       rb-inotify (~> 0.9, >= 0.9.10)
@@ -272,7 +273,6 @@ GEM
     metaclass (0.0.4)
     method_source (1.1.0)
     mini_mime (1.1.5)
-    mini_portile2 (2.8.9)
     minitest (5.25.5)
     mocha (1.2.1)
       metaclass (~> 0.0.1)
@@ -289,22 +289,17 @@ GEM
       net-protocol
     newrelic_rpm (9.22.0)
     nio4r (2.7.5)
-    nokogiri (1.18.9)
-      mini_portile2 (~> 2.8.2)
+    nokogiri (1.18.9-x86_64-darwin)
       racc (~> 1.4)
-    parallel (1.26.3)
-    parser (3.3.5.0)
+    parallel (1.27.0)
+    parser (3.3.10.1)
       ast (~> 2.4.1)
       racc
     pg (1.4.6)
     pp (0.6.2)
       prettyprint
     prettyprint (0.2.0)
-    protobuf-cucumber (3.10.8)
-      activesupport (>= 3.2)
-      middleware
-      thor
-      thread_safe
+    prism (1.9.0)
     pry (0.14.2)
       coderay (~> 1.1)
       method_source (~> 1.0)
@@ -412,28 +407,30 @@ GEM
       rspec-mocks (~> 3.13)
       rspec-support (~> 3.13)
     rspec-support (3.13.2)
-    rubocop (1.64.1)
+    rubocop (1.82.1)
       json (~> 2.3)
-      language_server-protocol (>= 3.17.0)
+      language_server-protocol (~> 3.17.0.2)
+      lint_roller (~> 1.1.0)
       parallel (~> 1.10)
       parser (>= 3.3.0.2)
       rainbow (>= 2.2.2, < 4.0)
-      regexp_parser (>= 1.8, < 3.0)
-      rexml (>= 3.2.5, < 4.0)
-      rubocop-ast (>= 1.31.1, < 2.0)
+      regexp_parser (>= 2.9.3, < 3.0)
+      rubocop-ast (>= 1.48.0, < 2.0)
       ruby-progressbar (~> 1.7)
-      unicode-display_width (>= 2.4.0, < 3.0)
-    rubocop-ast (1.32.3)
-      parser (>= 3.3.1.0)
-    rubocop-performance (1.21.1)
-      rubocop (>= 1.48.1, < 2.0)
-      rubocop-ast (>= 1.31.1, < 2.0)
+      unicode-display_width (>= 2.4.0, < 4.0)
+    rubocop-ast (1.49.0)
+      parser (>= 3.3.7.2)
+      prism (~> 1.7)
+    rubocop-performance (1.26.1)
+      lint_roller (~> 1.1)
+      rubocop (>= 1.75.0, < 2.0)
+      rubocop-ast (>= 1.47.1, < 2.0)
+    ruby-next-core (1.1.2)
     ruby-openai (7.3.1)
       event_stream_parser (>= 0.3.0, < 2.0.0)
       faraday (>= 1)
       faraday-multipart (>= 1)
     ruby-progressbar (1.13.0)
-    ruby-next-core (1.1.2)
     ruby2_keywords (0.0.5)
     rubyzip (2.4.1)
     sass (3.7.4)
@@ -484,18 +481,18 @@ GEM
     sprockets-redirect (0.1.0)
       activesupport (>= 3.1.0)
       rack
-    standard (1.37.0)
+    standard (1.53.0)
       language_server-protocol (~> 3.17.0.2)
       lint_roller (~> 1.0)
-      rubocop (~> 1.64.0)
+      rubocop (~> 1.82.0)
       standard-custom (~> 1.0.0)
-      standard-performance (~> 1.4)
+      standard-performance (~> 1.8)
     standard-custom (1.0.2)
       lint_roller (~> 1.0)
       rubocop (~> 1.50)
-    standard-performance (1.4.0)
+    standard-performance (1.9.0)
       lint_roller (~> 1.1)
-      rubocop-performance (~> 1.21.0)
+      rubocop-performance (~> 1.26.0)
     stimulus-rails (1.3.4)
       railties (>= 6.0.0)
     stringio (3.1.6)
@@ -521,10 +518,9 @@ GEM
       roda (>= 2.27, < 4)
     tzinfo (2.0.6)
       concurrent-ruby (~> 1.0)
-    unf (0.1.4)
-      unf_ext
-    unf_ext (0.0.8.2)
-    unicode-display_width (2.6.0)
+    unicode-display_width (3.2.0)
+      unicode-emoji (~> 4.1)
+    unicode-emoji (4.2.0)
     uppy-s3_multipart (1.2.1)
       aws-sdk-s3 (~> 1.0)
       content_disposition (~> 1.0)
diff --git a/app/models/project.rb b/app/models/project.rb
index 76246612..a04287de 100644
--- a/app/models/project.rb
+++ b/app/models/project.rb
@@ -14,6 +14,7 @@ class Project < ApplicationRecord
   has_many :photos, -> { merge(Photo.sorted) }
   has_many :real_photos, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
   has_one :primary_photo, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
+  has_one :project_moderation, dependent: :destroy
   has_one :project_analysis, dependent: :destroy
 
   before_validation UrlNormalizer.new(:url, :rss_feed_url)
diff --git a/spec/factories.rb b/spec/factories.rb
index 8e9dc1d2..0d745e09 100644
--- a/spec/factories.rb
+++ b/spec/factories.rb
@@ -1,4 +1,5 @@
-FactoryGirl.define do
+# coding: utf-8
+FactoryBot.define do
   sequence(:email) { |n| "user#{n}@example.com" }
   sequence(:title) { |n| "Something Awesome ##{n}" }
   sequence(:index)
@@ -26,7 +27,7 @@
 
     factory :user_with_dean_role do
       after(:create) do |user|
-        FactoryGirl.create(:role, user: user, name: "dean")
+        FactoryBot.create(:role, user: user, name: "dean")
         user.reload
       end
     end
diff --git a/spec/jobs/project_analysis_job_spec.rb b/spec/jobs/project_analysis_job_spec.rb
index 5fcd287f..5e6d9ce9 100644
--- a/spec/jobs/project_analysis_job_spec.rb
+++ b/spec/jobs/project_analysis_job_spec.rb
@@ -1,4 +1,4 @@
-require 'rails_helper'
+require 'spec_helper'
 
 RSpec.describe ProjectAnalysisJob, type: :job do
   pending "add some examples to (or delete) #{__FILE__}"
diff --git a/spec/services/project_analysis_generator_integration_spec.rb b/spec/services/project_analysis_generator_integration_spec.rb
index 91127baa..fad2620d 100644
--- a/spec/services/project_analysis_generator_integration_spec.rb
+++ b/spec/services/project_analysis_generator_integration_spec.rb
@@ -1,4 +1,4 @@
-require "rails_helper"
+require "spec_helper"
 
 RSpec.describe "ProjectAnalysisGenerator Integration", type: :integration do
   let(:project) { create(:project) }
diff --git a/spec/services/project_analysis_generator_spec.rb b/spec/services/project_analysis_generator_spec.rb
index 94f5691f..bf3d8891 100644
--- a/spec/services/project_analysis_generator_spec.rb
+++ b/spec/services/project_analysis_generator_spec.rb
@@ -1,4 +1,4 @@
-require "rails_helper"
+require "spec_helper"
 
 RSpec.describe ProjectAnalysisGenerator, type: :service do
   let(:project) { create(:project) }

From 766d5b1b64f2189bcac122f3eb85698590199096 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 16:58:01 -0500
Subject: [PATCH 13/20] Fix tests

---
 app/services/project_analysis_generator.rb    |  3 +-
 .../project_analysis_generator_spec.rb        | 36 ++++++++++++-------
 spec/spec_helper.rb                           |  1 +
 3 files changed, 27 insertions(+), 13 deletions(-)

diff --git a/app/services/project_analysis_generator.rb b/app/services/project_analysis_generator.rb
index eb265a3d..29f2332a 100644
--- a/app/services/project_analysis_generator.rb
+++ b/app/services/project_analysis_generator.rb
@@ -72,7 +72,8 @@ def make_api_call(project_data)
       function_call: "auto"
     }
     response = @client.chat(parameters: parameters)
-    puts(JSON.generate({response: response}, indent: "  "))
+    # Avoid noisy output in tests/production. Use logger if needed.
+    # puts(JSON.generate({response: response}, indent: "  "))
     # response.merge(
     #   "prompt_usage_data" => { "total_tokens" => 800, "prompt_tokens" => 500, "completion_tokens" => 300 },
     #   "prompt_estimated_cost" => 0.02
diff --git a/spec/services/project_analysis_generator_spec.rb b/spec/services/project_analysis_generator_spec.rb
index bf3d8891..191eda3e 100644
--- a/spec/services/project_analysis_generator_spec.rb
+++ b/spec/services/project_analysis_generator_spec.rb
@@ -2,16 +2,32 @@
 
 RSpec.describe ProjectAnalysisGenerator, type: :service do
   let(:project) { create(:project) }
+  let(:openai_config) do
+    {
+      api_key: "test-api-key",
+      project_analysis: {
+        model: "gpt-test",
+        prompt_text: "Prompt",
+        format_instructions: "Format",
+        response_schema: {}
+      }
+    }
+  end
+
+  let(:mock_client) { mock("OpenAI::Client") }
 
   before do
-    # Mock the OpenAI API client
-    @mock_client = instance_double(OpenAI::Client)
-    allow(OpenAI::Client).to receive(:new).and_return(@mock_client)
+    # Mock the OpenAI API client (Mocha)
+    OpenAI::Client.stubs(:new).returns(mock_client)
+    Rails.application.stubs(:config_for).with(:openai).returns(openai_config)
   end
 
   describe "#call" do
     context "when OpenAI API returns a valid response" do
       it "creates a ProjectAnalysis record" do
+        scores = ProjectAnalysisScores::SCORE_FIELDS.each_with_object({}) do |field, hash|
+          hash[field] = {"score" => 0.8, "reason" => "#{field} ok"}
+        end
         # Mock the API response
         api_response = {
           "choices" => [
@@ -21,17 +37,13 @@
                   "summary" => "A great project.",
                   "language_code" => "en",
                   "applicant_role" => "Founder",
-                  "scores" => {
-                    "impact" => {"score" => 0.9, "reason" => "High impact"},
-                    "feasibility" => {"score" => 0.8, "reason" => "Feasible"},
-                    "innovation" => {"score" => 0.7, "reason" => "Innovative"}
-                  }
+                  "scores" => scores
                 }.to_json
               }
             }
           ]
         }
-        allow(@mock_client).to receive(:chat).and_return(api_response)
+        mock_client.stubs(:chat).returns(api_response)
 
         generator = ProjectAnalysisGenerator.new(project.id)
         expect {
@@ -41,14 +53,14 @@
         analysis = ProjectAnalysis.last
         expect(analysis.summary).to eq("A great project.")
         expect(analysis.language_code).to eq("en")
-        expect(analysis.scores.impact_score).to eq(0.9)
-        expect(analysis.scores.impact_reason).to eq("High impact")
+        expect(analysis.scores.feasibility.score).to eq(0.8)
+        expect(analysis.scores.feasibility.reason).to eq("feasibility ok")
       end
     end
 
     context "when OpenAI API fails" do
       it "raises an error" do
-        allow(@mock_client).to receive(:chat).and_raise(StandardError.new("API Error"))
+        mock_client.stubs(:chat).raises(StandardError.new("API Error"))
 
         generator = ProjectAnalysisGenerator.new(project.id)
         expect { generator.call }.to raise_error("Error: OpenAI API call failed.")
diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb
index 423b08c3..88dcec9c 100644
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -19,6 +19,7 @@
   config.infer_spec_type_from_file_location!
 
   config.mock_with :mocha
+  config.include FactoryBot::Syntax::Methods
   config.before(:each){ DatabaseCleaner.start }
   config.append_after(:each){ DatabaseCleaner.clean }
   config.before(:each){ FactoryBot.create(:chapter, :name => "Any") }

From 400a69e646f5ac72f94c0cbd3b00d130d873af91 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 16:58:24 -0500
Subject: [PATCH 14/20] I18n project analysis views

---
 .../project_analyses_controller.rb            |  4 ++--
 app/views/project_analyses/show.html.erb      | 20 +++++++++----------
 config/locales/en.yml                         | 14 +++++++++++++
 3 files changed, 26 insertions(+), 12 deletions(-)

diff --git a/app/controllers/project_analyses_controller.rb b/app/controllers/project_analyses_controller.rb
index fed46dc7..2ada5b14 100644
--- a/app/controllers/project_analyses_controller.rb
+++ b/app/controllers/project_analyses_controller.rb
@@ -12,9 +12,9 @@ def show_or_create
     @project_analysis = @project.project_analysis || ProjectAnalysisGenerator.new(@project.id).call
 
     flash[:notice] = if @project_analysis.persisted?
-      "Project analysis loaded from cache."
+      I18n.t("project_analyses.flash.cache_loaded")
     else
-      "New project analysis generated."
+      I18n.t("project_analyses.flash.generated")
     end
     render :show
   end
diff --git a/app/views/project_analyses/show.html.erb b/app/views/project_analyses/show.html.erb
index 8dfc46f5..2ef8b374 100644
--- a/app/views/project_analyses/show.html.erb
+++ b/app/views/project_analyses/show.html.erb
@@ -1,19 +1,19 @@
 <% provide(:body_class, 'project-analysis-show') %>
 <body class="<%= content_for?(:body_class) ? yield(:body_class) : '' %>">
-  <h1>Project Analysis for "<%= @project.title %>"</h1>
+  <h1><%= t(".title", title: @project.title) %></h1>
 
 
-  <p><strong>Summary:</strong> <%= @project_analysis.summary %></p>
-  <p><strong>Applicant Role:</strong> <%= @project_analysis.applicant_role.humanize %></p>
-  <p><strong>Language:</strong> <%= @project_analysis.language_code %></p>
-  <p><strong>Tags:</strong> <%= @project_analysis.tags.join(', ') %></p>
+  <p><strong><%= t(".summary") %>:</strong> <%= @project_analysis.summary %></p>
+  <p><strong><%= t(".applicant_role") %>:</strong> <%= @project_analysis.applicant_role.humanize %></p>
+  <p><strong><%= t(".language") %>:</strong> <%= @project_analysis.language_code %></p>
+  <p><strong><%= t(".tags") %>:</strong> <%= @project_analysis.tags.join(', ') %></p>
 
   <table class="scores-table">
     <thead>
       <tr style="padding: 0 1em;">
-        <th style="padding: 0 1em;">Criterion</th>
-        <th style="padding: 0 1em;">Score</th>
-        <th style="padding: 0 1em;">Reason</th>
+        <th style="padding: 0 1em;"><%= t(".criteria") %></th>
+        <th style="padding: 0 1em;"><%= t(".score") %></th>
+        <th style="padding: 0 1em;"><%= t(".reason") %></th>
       </tr>
     </thead>
     <tbody>
@@ -47,5 +47,5 @@
     </tbody>
   </table>
 
-  <p><strong>Suggestions:</strong> <%= @project_analysis.suggestion %></p>
-</body>
\ No newline at end of file
+  <p><strong><%= t(".suggestions") %>:</strong> <%= @project_analysis.suggestion %></p>
+</body>
diff --git a/config/locales/en.yml b/config/locales/en.yml
index a2c83055..9647e7f1 100644
--- a/config/locales/en.yml
+++ b/config/locales/en.yml
@@ -34,6 +34,20 @@ en:
       error: There was a problem saving your project
   flashes:
     failure_when_not_signed_in: You must be logged in.
+  project_analyses:
+    flash:
+      cache_loaded: Project analysis loaded from cache.
+      generated: New project analysis generated.
+    show:
+      title: Project Analysis for "%{title}"
+      summary: Summary
+      applicant_role: Applicant Role
+      language: Language
+      tags: Tags
+      criteria: Criterion
+      score: Score
+      reason: Reason
+      suggestions: Suggestions
   layouts:
     application:
       main-header: The Awesome Foundation

From a34833c9920c058b5d6094f4cc219d473e582ac2 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 17:58:33 -0500
Subject: [PATCH 15/20] Revert formatting-only changes

---
 app/assets/stylesheets/_base-variables.scss   |  15 +--
 ..._analyses.scss => _projects-analyses.scss} |   0
 app/assets/stylesheets/_projects-index.scss   | 114 ++++++++----------
 app/assets/stylesheets/_projects.scss         |   1 +
 app/assets/stylesheets/application.css.scss   |  65 +++++-----
 app/models/project.rb                         |  48 ++++----
 config/routes.rb                              |  74 ++++++------
 spec/factories.rb                             |  15 +--
 8 files changed, 160 insertions(+), 172 deletions(-)
 rename app/assets/stylesheets/{_project_analyses.scss => _projects-analyses.scss} (100%)

diff --git a/app/assets/stylesheets/_base-variables.scss b/app/assets/stylesheets/_base-variables.scss
index db3074c3..1c017aa7 100644
--- a/app/assets/stylesheets/_base-variables.scss
+++ b/app/assets/stylesheets/_base-variables.scss
@@ -2,16 +2,16 @@ $gw-column: 60px;
 $gw-gutter: 20px;
 
 $serif: Georgia, Cambria, serif;
-$sans-serif: "museo-sans", "proxima-nova", $helvetica;
+$sans-serif: 'museo-sans', 'proxima-nova', $helvetica;
 
-$base-font-color: rgb(55, 55, 55);
-$lighter-base-font-color: rgb(46, 46, 46);
+$base-font-color: rgb(55,55,55);
+$lighter-base-font-color: rgb(46,46,46);
 $muted-color: #ccc;
 
 $pink: rgb(255, 75, 126);
 $button-pink: rgb(252, 103, 147);
 
-$blue: rgb(34, 122, 255); //blue
+$blue: rgb(34,122,255); //blue
 
 $green-background: #a7f3d0;
 $green-text: #065f46;
@@ -22,9 +22,6 @@ $yellow-text: #854d0e;
 $red-background: #fecaca;
 $red-text: #7f1d1d;
 
-$base-font-color: rgb(55, 55, 55);
-$lighter-base-font-color: rgb(46, 46, 46);
-
 /***
  * Responsiveness Sizes        
  *
@@ -34,7 +31,7 @@ $lighter-base-font-color: rgb(46, 46, 46);
  * mobile-small:    for additional changes that accommdate very small screens like iPhone 5S
 ***/
 
-$maximum-width: 60em; // Equivalent to 969px;
+$maximum-width: 60em;   // Equivalent to 969px;
 $tablet-standard: 60em;
 $mobile-standard: 30em; // Equivalent to 480px;
-$mobile-small: 20em; // Equivalent to 320px;
+$mobile-small: 20em;    // Equivalent to 320px;
diff --git a/app/assets/stylesheets/_project_analyses.scss b/app/assets/stylesheets/_projects-analyses.scss
similarity index 100%
rename from app/assets/stylesheets/_project_analyses.scss
rename to app/assets/stylesheets/_projects-analyses.scss
diff --git a/app/assets/stylesheets/_projects-index.scss b/app/assets/stylesheets/_projects-index.scss
index 41d90479..64bca324 100644
--- a/app/assets/stylesheets/_projects-index.scss
+++ b/app/assets/stylesheets/_projects-index.scss
@@ -1,4 +1,5 @@
 body.projects-index {
+
   section.container {
     @extend .clearfix;
   }
@@ -73,7 +74,7 @@ body.projects-index {
 }
 
 .admin-panel {
-  border-right: 1px solid rgb(200, 200, 200);
+  border-right: 1px solid rgb(200,200,200);
   float: left;
   margin-right: 39px;
   padding: 0px 20px 20px 0px;
@@ -117,13 +118,13 @@ body.projects-index {
   }
 
   h2 {
-    border-bottom: 1px dotted rgb(200, 200, 200);
+    border-bottom: 1px dotted rgb(200,200,200);
     font: 300 18px/20px $sans-serif;
     margin: 15px 0px;
     padding-bottom: 30px;
     text-align: center;
     @media all and (max-width: $maximum-width) {
-      border-bottom: 1px solid rgb(200, 200, 200);
+      border-bottom: 1px solid rgb(200,200,200);
       margin-bottom: 0px;
       text-align: left;
       padding-left: 70px;
@@ -135,7 +136,7 @@ body.projects-index {
     margin: 0px;
 
     li {
-      border-bottom: 1px dotted rgb(200, 200, 200);
+      border-bottom: 1px dotted rgb(200,200,200);
       list-style: none;
       margin-bottom: 15px;
       padding: 0px 0px 15px 0px;
@@ -162,7 +163,7 @@ body.projects-index {
       }
 
       a {
-        color: rgb(55, 55, 55);
+        color: rgb(55,55,55);
         display: block;
         font: normal 12px/14px $sans-serif;
         padding: 5px 0px 5px 10px;
@@ -173,7 +174,7 @@ body.projects-index {
 
         &:hover {
           background: $pink;
-          color: rgb(255, 255, 255);
+          color: rgb(255,255,255);
         }
       }
     }
@@ -210,12 +211,11 @@ body.projects-index {
   }
 
   .application-filters {
-    background: rgb(230, 230, 230);
-    border: 1px solid rgb(200, 200, 200);
+    background: rgb(230,230,230);
+    border: 1px solid rgb(200,200,200);
     border-radius: 4px;
-    box-shadow: inset 0 -1px 0 0 rgba(255, 255, 255, 0.3),
-      inset 0 1px 0 0 rgba(255, 255, 255, 0.8);
-    @include linear-gradient(rgb(240, 240, 240), rgb(220, 220, 220));
+    box-shadow: inset 0 -1px 0 0 rgba(255,255,255, 0.3), inset 0 1px 0 0 rgba(255,255,255, 0.8);
+    @include linear-gradient(rgb(240,240,240), rgb(220,220,220));
     margin-bottom: 10px;
     position: relative;
     width: grid-width(9);
@@ -229,8 +229,8 @@ body.projects-index {
       position: relative;
 
       a.chapter-selection {
-        background: rgb(230, 230, 230);
-        border: 1px solid rgb(190, 190, 190);
+        background: rgb(230,230,230);
+        border: 1px solid rgb(190,190,190);
         border-radius: 3px;
         display: block;
         padding: 5px 40px 5px 10px;
@@ -238,18 +238,18 @@ body.projects-index {
         z-index: 2;
 
         &:hover {
-          background: rgb(220, 220, 220);
+          background: rgb(220,220,220);
         }
 
         span {
-          color: rgb(55, 55, 55);
+          color: rgb(55,55,55);
           font: normal 16px/18px $sans-serif;
-          text-shadow: 0 1px rgba(255, 255, 255, 0.75);
+          text-shadow: 0 1px rgba(255,255,255, 0.75);
         }
 
         span.arrow {
           border: {
-            top: 7px solid rgb(150, 150, 150);
+            top: 7px solid rgb(150,150,150);
             right: 7px solid transparent;
             bottom: 7px solid transparent;
             left: 7px solid transparent;
@@ -260,18 +260,18 @@ body.projects-index {
         }
 
         &.expanded {
-          background: rgb(220, 220, 220);
-          border: 1px solid rgb(150, 150, 150);
+          background: rgb(220,220,220);
+          border: 1px solid rgb(150,150,150);
           border-radius: 3px 3px 0px 0px;
           cursor: pointer;
         }
       }
 
       ol.chapter-selector {
-        background: rgb(255, 255, 255);
-        border: 1px solid rgb(150, 150, 150);
+        background: rgb(255,255,255);
+        border: 1px solid rgb(150,150,150);
         @include border-bottom-radius(4px);
-        box-shadow: 0 3px 5px 0 rgba(0, 0, 0, 0.2);
+        box-shadow: 0 3px 5px 0 rgba(0,0,0, 0.2);
         opacity: 0;
         overflow-y: auto;
         position: relative;
@@ -285,7 +285,7 @@ body.projects-index {
         }
 
         li {
-          border-bottom: 1px solid rgb(200, 200, 200);
+          border-bottom: 1px solid rgb(200,200,200);
           list-style: none;
           margin: 0 5px;
           padding: 3px 0px;
@@ -295,14 +295,14 @@ body.projects-index {
           }
 
           a {
-            color: rgb(55, 55, 55);
+            color: rgb(55,55,55);
             display: block;
             padding: 5px 8px;
             text-decoration: none;
 
             &:hover {
               background: $pink;
-              color: rgb(255, 255, 255);
+              color: rgb(255,255,255);
             }
           }
         }
@@ -318,9 +318,7 @@ body.projects-index {
       float: right;
       padding: 0px 10px 10px 10px;
 
-      div.short-list-toggle,
-      div.funded-toggle,
-      div.toggle {
+      div.short-list-toggle, div.funded-toggle, div.toggle {
         float: left;
         margin-right: 10px;
         margin-top: 20px;
@@ -333,29 +331,28 @@ body.projects-index {
         }
 
         label {
-          background: rgb(230, 230, 230);
-          border: 1px solid rgb(190, 190, 190);
+          background: rgb(230,230,230);
+          border: 1px solid rgb(190,190,190);
           border-radius: 3px;
           font: normal 12px $sans-serif;
           height: 21px;
           margin: 0px;
-          text-shadow: 0 1px rgba(255, 255, 255, 0.8);
+          text-shadow: 0 1px rgba(255,255,255, 0.8);
           padding: 8px 12px 0px 30px;
 
           &:hover {
-            background: rgb(220, 220, 220);
+            background: rgb(220,220,220);
             cursor: pointer;
           }
         }
 
         input[type="checkbox"]:checked + label {
-          background: rgb(220, 220, 220);
+          background: rgb(220,220,220);
           cursor: pointer;
         }
       }
 
-      div.date-range,
-      div.search {
+      div.date-range, div.search {
         float: left;
         margin-right: 10px;
         margin-top: 20px;
@@ -365,12 +362,12 @@ body.projects-index {
         }
 
         input[type="text"] {
-          color: rgb(180, 180, 180);
+          color: rgb(180,180,180);
           height: 30px;
           width: 90px;
 
           &:focus {
-            color: rgb(55, 55, 55);
+            color: rgb(55,55,55);
           }
         }
 
@@ -379,9 +376,8 @@ body.projects-index {
         }
       }
 
-      input[type="submit"],
-      button[type="submit"] {
-        @include button(rgb(230, 230, 230));
+      input[type="submit"], button[type="submit"] {
+        @include button(rgb(230,230,230));
         margin: 0px;
         margin-top: 20px;
         width: auto;
@@ -397,10 +393,10 @@ body.projects-index {
   }
 
   article.project {
-    border: 1px solid rgb(200, 200, 200);
-    background: rgb(255, 255, 255);
+    border: 1px solid rgb(200,200,200);
+    background: rgb(255,255,255);
     border-radius: 4px;
-    box-shadow: 0 1px 6px 0 rgba(0, 0, 0, 0.15);
+    box-shadow: 0 1px 6px 0 rgba(0,0,0, 0.15);
     margin-top: 20px;
     margin-bottom: 20px;
 
@@ -409,7 +405,7 @@ body.projects-index {
 
       div.title {
         @extend .clearfix;
-        border-bottom: 1px solid rgb(200, 200, 200);
+        border-bottom: 1px solid rgb(200,200,200);
         padding: 10px;
 
         a.title {
@@ -425,7 +421,7 @@ body.projects-index {
 
         .public-link {
           display: none;
-          padding-top: 0.5em;
+          padding-top: .5em;
           font-size: 0.8em;
           clear: both;
 
@@ -446,7 +442,7 @@ body.projects-index {
         a.short-list,
         a.mark-as-winner,
         a.project-actions-toggle {
-          @include button(rgb(240, 240, 240));
+          @include button(rgb(240,240,240));
           float: right;
           margin-left: 10px;
           text-decoration: none;
@@ -456,7 +452,7 @@ body.projects-index {
           }
 
           &.mark-as-winner:hover {
-            @include button(rgb(34, 122, 255));
+            @include button(rgb(34,122,255));
           }
         }
 
@@ -465,7 +461,7 @@ body.projects-index {
         }
 
         a.auto-awesome {
-          @include button(rgb(240, 240, 240));
+          @include button(rgb(240,240,240));
           float: right;
           margin-left: 10px;
           text-decoration: none;
@@ -473,10 +469,6 @@ body.projects-index {
           &.auto-awesome:hover {
             @include button($pink);
           }
-
-          // &.mark-as-winner:hover {
-          //   @include button(rgb(34,122,255));
-          // }
         }
       }
 
@@ -490,7 +482,7 @@ body.projects-index {
       }
 
       .meta-data {
-        border-bottom: 1px solid rgb(200, 200, 200);
+        border-bottom: 1px solid rgb(200,200,200);
         padding: 10px;
         font-size: 0.8em;
 
@@ -500,7 +492,7 @@ body.projects-index {
         }
 
         .project-actions-toggle {
-          margin-left: 0.25em;
+          margin-left: .25em;
           font-size: 1.2em;
           float: right;
         }
@@ -534,7 +526,7 @@ body.projects-index {
         margin-bottom: 0;
 
         li {
-          padding-bottom: 0.5em;
+          padding-bottom: .5em;
 
           a {
             text-decoration: none;
@@ -569,8 +561,7 @@ body.projects-index {
         font: normal 16px/20px $serif;
         padding: 10px;
 
-        h3,
-        p {
+        h3, p {
           margin: 0;
           padding: 0;
           font: normal 14px/20px $serif;
@@ -605,7 +596,7 @@ body.projects-index {
 
       .see-more {
         background: rgba(245, 245, 245, 1);
-        border-top: 1px solid rgb(200, 200, 200);
+        border-top: 1px solid rgb(200,200,200);
         @include border-bottom-radius(4px);
         display: block;
         text-decoration: none;
@@ -628,12 +619,11 @@ body.projects-index {
     }
 
     .filtering {
-      border-top: 1px solid rgb(200, 200, 200);
+      border-top: 1px solid rgb(200,200,200);
       padding: 10px;
       font-size: 0.8em;
 
-      .hiding-form,
-      .unhiding-form {
+      .hiding-form, .unhiding-form {
         p {
           margin: 0;
         }
@@ -654,7 +644,7 @@ body.projects-index {
         }
 
         input.hide-action {
-          @include button(rgb(230, 230, 230));
+          @include button(rgb(230,230,230));
           width: 80px;
           position: relative;
           margin: 0;
diff --git a/app/assets/stylesheets/_projects.scss b/app/assets/stylesheets/_projects.scss
index a1176d17..bf6afc9d 100644
--- a/app/assets/stylesheets/_projects.scss
+++ b/app/assets/stylesheets/_projects.scss
@@ -1,3 +1,4 @@
 @import 'projects-index';
 @import 'projects-new';
 @import 'projects-edit';
+@import 'projects-analyses';
diff --git a/app/assets/stylesheets/application.css.scss b/app/assets/stylesheets/application.css.scss
index 887fcc64..042988d8 100644
--- a/app/assets/stylesheets/application.css.scss
+++ b/app/assets/stylesheets/application.css.scss
@@ -5,38 +5,37 @@
  *= require_self
 */
 
-@import "flutie";
-@import "bourbon";
-@import "flexbox-ultralight";
-@import "lightgallery";
+@import 'flutie';
+@import 'bourbon';
+@import 'flexbox-ultralight';
+@import 'lightgallery';
 
-@import "base-variables";
-@import "base-extends";
-@import "base-mixins";
-@import "base-animations";
-@import "base";
-@import "buttons";
-@import "navigation";
-@import "shared-feed";
-@import "shared-forms";
-@import "chapters";
-@import "projects";
-@import "project_analyses";
-@import "comments";
-@import "home";
-@import "invitations-new";
-@import "users";
-@import "finalists";
-@import "shared-header";
-@import "shared-footer";
-@import "shared-date-picker";
-@import "shared-flash-messages";
-@import "about";
-@import "faq";
-@import "winners";
-@import "funded-projects";
-@import "pagination";
-@import "magnific-popup";
+@import 'base-variables';
+@import 'base-extends';
+@import 'base-mixins';
+@import 'base-animations';
+@import 'base';
+@import 'buttons';
+@import 'navigation';
+@import 'shared-feed';
+@import 'shared-forms';
+@import 'chapters';
+@import 'projects';
+@import 'comments';
+@import 'home';
+@import 'invitations-new';
+@import 'users';
+@import 'finalists';
+@import 'shared-header';
+@import 'shared-footer';
+@import 'shared-date-picker';
+@import 'shared-flash-messages';
+@import 'about';
+@import 'faq';
+@import 'winners';
+@import 'funded-projects';
+@import 'pagination';
+@import 'magnific-popup';
 
-@import "owl.carousel.min";
-@import "owl.theme.default.min";
+@import 'owl.carousel.min';
+@import 'owl.theme.default.min';
diff --git a/app/models/project.rb b/app/models/project.rb
index a04287de..c08d4308 100644
--- a/app/models/project.rb
+++ b/app/models/project.rb
@@ -10,17 +10,17 @@ class Project < ApplicationRecord
   belongs_to :hidden_by_user, class_name: "User", optional: true
   has_many :comments
   has_many :votes
-  has_many :users, through: :votes
+  has_many :users, :through => :votes
   has_many :photos, -> { merge(Photo.sorted) }
   has_many :real_photos, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
-  has_one :primary_photo, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
+  has_one  :primary_photo, -> { merge(Photo.image_files.sorted) }, class_name: "Photo"
   has_one :project_moderation, dependent: :destroy
   has_one :project_analysis, dependent: :destroy
 
   before_validation UrlNormalizer.new(:url, :rss_feed_url)
 
-  validates :url, :rss_feed_url, url: true, allow_blank: true
-  validates_length_of :url, :rss_feed_url, maximum: 255
+  validates           :url, :rss_feed_url, :url => true, :allow_blank => true
+  validates_length_of :url, :rss_feed_url, :maximum => 255
 
   validates_presence_of :name
   validates_presence_of :title
@@ -30,7 +30,7 @@ class Project < ApplicationRecord
   validates_presence_of :use_for_money
   validates_presence_of :chapter_id
 
-  delegate :name, to: :chapter, prefix: true
+  delegate :name, :to => :chapter, :prefix => true
 
   before_save :ensure_funded_description
   before_save :update_photo_order
@@ -44,9 +44,9 @@ class Project < ApplicationRecord
 
   # specify the default fields on which full text search will be performed
   extend Searchable(:name, :title, :email, :about_me, :about_project, :use_for_money,
-    :extra_answer_1, :extra_answer_2, :extra_answer_3)
+                    :extra_answer_1, :extra_answer_2, :extra_answer_3)
 
-  scope :public_search, lambda { |query| search({name: query, title: query, funded_description: query, url: query}, false) }
+  scope :public_search, lambda { |query| search({ name: query, title: query, funded_description: query, url: query }, false) }
 
   accepts_nested_attributes_for :photos, allow_destroy: true
 
@@ -55,9 +55,9 @@ def self.winner_count
   end
 
   def self.visible_to(user)
-    joins(:chapter)
-      .joins("LEFT OUTER JOIN roles ON roles.chapter_id = chapters.id")
-      .where("roles.user_id = #{user.id} OR chapters.name = ?", Chapter::ANY_CHAPTER_NAME)
+    joins(:chapter).
+      joins("LEFT OUTER JOIN roles ON roles.chapter_id = chapters.id").
+      where("roles.user_id = #{user.id} OR chapters.name = ?", Chapter::ANY_CHAPTER_NAME)
   end
 
   def self.with_votes_for_chapter(c)
@@ -69,15 +69,15 @@ def self.with_votes_by_members_of_chapter(c)
   end
 
   def self.voted_for_by_members_of(chapter)
-    joins(users: :chapters).where("chapters.id = ? OR chapters.name = ?", chapter.id, Chapter::ANY_CHAPTER_NAME)
+    joins(:users => :chapters).where("chapters.id = ? OR chapters.name = ?", chapter.id, Chapter::ANY_CHAPTER_NAME)
   end
 
   def self.during_timeframe(start_date, end_date)
     # FIXME the database stores dates in UTC, whereas we parse the dates
     # provided in the local zone. This can result in mismatches when the
     # overlap crosses midnight.
-    start_date = 100.years.ago.strftime("%Y-%m-%d") if start_date.blank?
-    end_date = Time.zone.now.strftime("%Y-%m-%d") if end_date.blank?
+    start_date = 100.years.ago.strftime('%Y-%m-%d') if start_date.blank?
+    end_date   = Time.zone.now.strftime('%Y-%m-%d') if end_date.blank?
 
     where(
       "projects.created_at > ? AND projects.created_at < ?",
@@ -88,15 +88,15 @@ def self.during_timeframe(start_date, end_date)
 
   def self.by_vote_count(sort: nil)
     order = case sort
-    when "date" then "projects.created_at DESC, vote_count DESC"
-    when "title" then "projects.title ASC, vote_count DESC"
-    else "vote_count DESC, projects.created_at ASC"
-    end
+            when "date" then "projects.created_at DESC, vote_count DESC"
+            when "title" then "projects.title ASC, vote_count DESC"
+            else "vote_count DESC, projects.created_at ASC"
+            end
 
-    select("projects.chapter_id, projects.id, projects.title, projects.funded_on, COUNT(votes.project_id) as vote_count, projects.created_at")
-      .group("projects.id, projects.title, votes.project_id")
-      .joins(:users)
-      .order(order)
+    select("projects.chapter_id, projects.id, projects.title, projects.funded_on, COUNT(votes.project_id) as vote_count, projects.created_at").
+      group("projects.id, projects.title, votes.project_id").
+      joins(:users).
+      order(order)
   end
 
   def self.winners
@@ -118,7 +118,7 @@ def self.csv_export(projects)
   end
 
   def self.attributes_for_export
-    %w[name title about_project use_for_money about_me url email phone chapter_name id created_at funded_on extra_question_1 extra_answer_1 extra_question_2 extra_answer_2 extra_question_3 extra_answer_3 rss_feed_url hidden_at hidden_reason]
+    %w(name title about_project use_for_money about_me url email phone chapter_name id created_at funded_on extra_question_1 extra_answer_1 extra_question_2 extra_answer_2 extra_question_3 extra_answer_3 rss_feed_url hidden_at hidden_reason)
   end
 
   def to_a
@@ -179,11 +179,11 @@ def has_images?
   end
 
   def extra_question(num)
-    ((question = read_attribute(:"extra_question_#{num}")) && question.present?) ? question : nil
+    (question = read_attribute("extra_question_#{num}".to_sym)) && question.present? ? question : nil
   end
 
   def extra_answer(num)
-    ((answer = read_attribute(:"extra_answer_#{num}")) && answer.present?) ? answer : nil
+    (answer = read_attribute("extra_answer_#{num}".to_sym)) && answer.present? ? answer : nil
   end
 
   def hide!(reason, user)
diff --git a/config/routes.rb b/config/routes.rb
index 40f0a541..7ee77e9a 100644
--- a/config/routes.rb
+++ b/config/routes.rb
@@ -1,54 +1,54 @@
 Rails.application.routes.draw do
   if ENV["AWS_BUCKET"].present?
-    mount Shrine.uppy_s3_multipart(:cache) => "/s3/multipart"
+    mount Shrine.uppy_s3_multipart(:cache) => '/s3/multipart'
   else
-    mount Tus::Server => "/uploads"
+    mount Tus::Server => '/uploads'
   end
 
   constraints(SubdomainConstraint) do
     get "/apply" => "subdomains#apply"
-    get "*url" => "subdomains#chapter"
-    get "/" => "subdomains#chapter"
+    get "*url"   => "subdomains#chapter"
+    get "/"      => "subdomains#chapter"
   end
 
   constraints(DomainConstraint) do
     get "*url" => "subdomains#canonical"
-    get "/" => "subdomains#canonical"
+    get "/"    => "subdomains#canonical"
   end
 
   get "/blog/contact/" => redirect("/en/contact")
-  get "/blog/about/" => redirect("/en/about_us")
-  get "/blog" => redirect("http://blog.awesomefoundation.org")
-  get "/blog/*path" => redirect { |params, request| "http://blog.awesomefoundation.org/#{Addressable::URI.escape(params[:path])}" }, :format => false
-  get "/apply" => redirect("/en/submissions/new")
+  get "/blog/about/"   => redirect("/en/about_us")
+  get "/blog"          => redirect("http://blog.awesomefoundation.org")
+  get "/blog/*path"    => redirect { |params, request| "http://blog.awesomefoundation.org/#{Addressable::URI.escape(params[:path])}" }, :format => false
+  get "/apply"         => redirect("/en/submissions/new")
 
-  resources :passwords, controller: "clearance/passwords", only: [:new, :create]
+  resources :passwords, :controller => 'clearance/passwords', :only => [:new, :create]
 
-  resources :users, shallow: true do
-    resource :password, controller: "clearance/passwords", only: [:create, :edit, :update]
+  resources :users, :shallow => true do
+    resource :password, :controller => 'clearance/passwords', :only => [:create, :edit, :update]
   end
 
   scope "(:locale)", locale: /#{I18n.available_locales.join("|")}/ do
-    resource :session, controller: :sessions, only: [:new, :create, :destroy]
+    resource  :session, controller: :sessions, only: [:new, :create, :destroy]
 
-    get "sign_in", to: "sessions#new"
-    delete "sign_out", to: "sessions#destroy"
+    get "sign_in",  :to => "sessions#new"
+    delete "sign_out", :to => "sessions#destroy"
 
-    resources :users, only: [:index, :update, :edit] do
-      resource :admins, only: [:create, :destroy]
+    resources :users, :only => [:index, :update, :edit] do
+      resource :admins, :only => [:create, :destroy]
     end
 
-    resources :chapters, only: [:index, :show, :new, :create, :edit, :update] do
-      resources :finalists, only: [:index]
-      resources :projects, only: [:index, :show] do
-        resource :winner, only: [:edit]
+    resources :chapters, :only => [:index, :show, :new, :create, :edit, :update] do
+      resources :finalists, :only => [:index]
+      resources :projects,  :only => [:index, :show] do
+        resource :winner, :only => [:edit]
       end
       resources :moderations, only: [:index]
-      resources :users, only: [:index]
+      resources :users,     :only => [:index]
     end
 
-    resources :invitations, only: [:new, :create] do
-      resources :acceptances, only: [:new, :create]
+    resources :invitations, :only => [:new, :create] do
+      resources :acceptances, :only => [:new, :create]
     end
 
     resources :funded_projects, path: "projects", only: [:index, :show]
@@ -59,15 +59,15 @@
         put "unhide"
       end
       resources :comments
-      resource :winner, only: [:create, :update, :destroy]
-      resource :vote, only: [:create, :destroy]
-      resource :moderation, only: [] do
+      resource :winner, :only => [:create, :update, :destroy]
+      resource :vote, :only => [:create, :destroy]
+      resource :moderation, :only => [] do
         put :confirm_spam
         put :confirm_legit
         put :undo
       end
-      resource :project_analysis, only: [] do
-        get "show_or_create", to: "project_analyses#show_or_create"
+      resource :project_analysis, :only => [] do
+        get "show_or_create", :to => "project_analyses#show_or_create"
       end
     end
 
@@ -79,21 +79,21 @@
       end
     end
 
-    resources :roles, only: [:destroy] do
-      resource :promotions, only: [:create, :destroy]
+    resources :roles, :only => [:destroy] do
+      resource :promotions, :only => [:create, :destroy]
     end
 
-    %w[about_us faq start_a_chapter].each do |page|
-      get page, to: "high_voltage/pages#show", id: page
+    %w(about_us faq start_a_chapter).each do |page|
+      get page, :to => 'high_voltage/pages#show', :id => page
     end
 
-    root to: "home#index"
+    root :to => 'home#index'
   end
 
-  get "/404", to: "errors#not_found"
-  get "/500", to: "errors#internal_server_error"
+  get "/404", :to => "errors#not_found"
+  get "/500", :to => "errors#internal_server_error"
 
   # All other routes are considered 404s. ActionController::RoutingError
   # will catch them, but that fills our logs with noisy exceptions.
-  get "*url", to: "errors#not_found"
+  get '*url', :to => 'errors#not_found'
 end
diff --git a/spec/factories.rb b/spec/factories.rb
index 0d745e09..2411d2c1 100644
--- a/spec/factories.rb
+++ b/spec/factories.rb
@@ -1,7 +1,7 @@
 # coding: utf-8
 FactoryBot.define do
-  sequence(:email) { |n| "user#{n}@example.com" }
-  sequence(:title) { |n| "Something Awesome ##{n}" }
+  sequence(:email) {|n| "user#{n}@example.com" }
+  sequence(:title) {|n| "Something Awesome ##{n}" }
   sequence(:index)
 
   factory :chapter do
@@ -27,13 +27,13 @@
 
     factory :user_with_dean_role do
       after(:create) do |user|
-        FactoryBot.create(:role, user: user, name: "dean")
+        FactoryBot.create(:role, :user => user, :name => "dean")
         user.reload
       end
     end
 
     factory :user_with_trustee_role do
-      chapters { [association(:chapter)] }
+      chapters { [association(:chapter) ] }
     end
   end
 
@@ -48,7 +48,7 @@
 
   factory :invitation do
     email
-    association :inviter, factory: :user_with_dean_role
+    association :inviter, :factory => :user_with_dean_role
 
     after(:build) do |invitation, proxy|
       invitation.chapter = invitation.inviter.chapters.first
@@ -70,7 +70,7 @@
     end
 
     factory :winning_project do
-      sequence(:funded_on) { |n| (3000 - n.to_i).days.ago }
+      sequence(:funded_on) { |n| (3000-n.to_i).days.ago }
     end
 
     factory :hidden_project do
@@ -107,10 +107,11 @@
   # custom storage the way we do.
   factory :s3_photo, class: "Photo" do
     project
-    storage_keys { {store: :s3_store, cache: :s3_cache} }
+    storage_keys { { store: :s3_store, cache: :s3_cache } }
     image_data { FakeData.shrine_uploaded_file("1.JPG") }
   end
 
+
   factory :comment do
     project
     user

From 5f4bf5f80b8761942c1b7dd9527fa16bd10f063a Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 18:09:30 -0500
Subject: [PATCH 16/20] Remove standardrb

---
 Gemfile      |  1 -
 Gemfile.lock | 55 ++++++++++------------------------------------------
 2 files changed, 10 insertions(+), 46 deletions(-)

diff --git a/Gemfile b/Gemfile
index 85595870..39e0708c 100644
--- a/Gemfile
+++ b/Gemfile
@@ -56,7 +56,6 @@ group :development do
   gem 'dotenv-rails'
   gem 'letter_opener'
   gem 'listen'
-  gem 'standard'
   gem 'web-console'
 end
 
diff --git a/Gemfile.lock b/Gemfile.lock
index eb58781b..14bfae1a 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -81,7 +81,6 @@ GEM
     argon2 (2.3.2)
       ffi (~> 1.15)
       ffi-compiler (~> 1.0)
-    ast (2.4.3)
     aws-eventstream (1.3.2)
     aws-partitions (1.1083.0)
     aws-sdk-core (3.222.1)
@@ -198,7 +197,9 @@ GEM
     faraday-multipart (1.0.4)
       multipart-post (~> 2)
     faraday-net_http (3.0.2)
+    ffi (1.17.1)
     ffi (1.17.1-x86_64-darwin)
+    ffi (1.17.1-x86_64-linux)
     ffi-compiler (1.3.2)
       ffi (>= 1.15.5)
       rake
@@ -245,13 +246,10 @@ GEM
     jquery-ui-rails (3.0.1)
       jquery-rails
       railties (>= 3.1.0)
-    json (2.18.1)
-    language_server-protocol (3.17.0.5)
     launchy (2.5.2)
       addressable (~> 2.8)
     letter_opener (1.8.1)
       launchy (>= 2.2, < 3)
-    lint_roller (1.1.0)
     listen (3.9.0)
       rb-fsevent (~> 0.10, >= 0.10.3)
       rb-inotify (~> 0.9, >= 0.9.10)
@@ -273,6 +271,7 @@ GEM
     metaclass (0.0.4)
     method_source (1.1.0)
     mini_mime (1.1.5)
+    mini_portile2 (2.8.9)
     minitest (5.25.5)
     mocha (1.2.1)
       metaclass (~> 0.0.1)
@@ -289,17 +288,17 @@ GEM
       net-protocol
     newrelic_rpm (9.22.0)
     nio4r (2.7.5)
+    nokogiri (1.18.9)
+      mini_portile2 (~> 2.8.2)
+      racc (~> 1.4)
     nokogiri (1.18.9-x86_64-darwin)
       racc (~> 1.4)
-    parallel (1.27.0)
-    parser (3.3.10.1)
-      ast (~> 2.4.1)
-      racc
+    nokogiri (1.18.9-x86_64-linux)
+      racc (~> 1.4)
     pg (1.4.6)
     pp (0.6.2)
       prettyprint
     prettyprint (0.2.0)
-    prism (1.9.0)
     pry (0.14.2)
       coderay (~> 1.1)
       method_source (~> 1.0)
@@ -365,7 +364,6 @@ GEM
       thor (~> 1.0, >= 1.2.2)
       tsort (>= 0.2)
       zeitwerk (~> 2.6)
-    rainbow (3.1.1)
     rake (13.2.1)
     rb-fsevent (0.11.2)
     rb-inotify (0.11.1)
@@ -407,30 +405,11 @@ GEM
       rspec-mocks (~> 3.13)
       rspec-support (~> 3.13)
     rspec-support (3.13.2)
-    rubocop (1.82.1)
-      json (~> 2.3)
-      language_server-protocol (~> 3.17.0.2)
-      lint_roller (~> 1.1.0)
-      parallel (~> 1.10)
-      parser (>= 3.3.0.2)
-      rainbow (>= 2.2.2, < 4.0)
-      regexp_parser (>= 2.9.3, < 3.0)
-      rubocop-ast (>= 1.48.0, < 2.0)
-      ruby-progressbar (~> 1.7)
-      unicode-display_width (>= 2.4.0, < 4.0)
-    rubocop-ast (1.49.0)
-      parser (>= 3.3.7.2)
-      prism (~> 1.7)
-    rubocop-performance (1.26.1)
-      lint_roller (~> 1.1)
-      rubocop (>= 1.75.0, < 2.0)
-      rubocop-ast (>= 1.47.1, < 2.0)
     ruby-next-core (1.1.2)
     ruby-openai (7.3.1)
       event_stream_parser (>= 0.3.0, < 2.0.0)
       faraday (>= 1)
       faraday-multipart (>= 1)
-    ruby-progressbar (1.13.0)
     ruby2_keywords (0.0.5)
     rubyzip (2.4.1)
     sass (3.7.4)
@@ -481,18 +460,6 @@ GEM
     sprockets-redirect (0.1.0)
       activesupport (>= 3.1.0)
       rack
-    standard (1.53.0)
-      language_server-protocol (~> 3.17.0.2)
-      lint_roller (~> 1.0)
-      rubocop (~> 1.82.0)
-      standard-custom (~> 1.0.0)
-      standard-performance (~> 1.8)
-    standard-custom (1.0.2)
-      lint_roller (~> 1.0)
-      rubocop (~> 1.50)
-    standard-performance (1.9.0)
-      lint_roller (~> 1.1)
-      rubocop-performance (~> 1.26.0)
     stimulus-rails (1.3.4)
       railties (>= 6.0.0)
     stringio (3.1.6)
@@ -518,9 +485,6 @@ GEM
       roda (>= 2.27, < 4)
     tzinfo (2.0.6)
       concurrent-ruby (~> 1.0)
-    unicode-display_width (3.2.0)
-      unicode-emoji (~> 4.1)
-    unicode-emoji (4.2.0)
     uppy-s3_multipart (1.2.1)
       aws-sdk-s3 (~> 1.0)
       content_disposition (~> 1.0)
@@ -546,6 +510,8 @@ GEM
 
 PLATFORMS
   ruby
+  x86_64-darwin-20
+  x86_64-linux
 
 DEPENDENCIES
   addressable
@@ -609,7 +575,6 @@ DEPENDENCIES
   simple_form (~> 5.1)
   sprockets-rails
   sprockets-redirect
-  standard
   stimulus-rails
   sucker_punch (~> 3.1)
   terser

From 7249d7cb05a683c57bf16d1eaf784bdda98bd62e Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 18:36:17 -0500
Subject: [PATCH 17/20] Bump nokogiri from 1.18.9 to 1.19.0

---
 Gemfile      | 2 +-
 Gemfile.lock | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/Gemfile b/Gemfile
index 39e0708c..a292e52e 100644
--- a/Gemfile
+++ b/Gemfile
@@ -27,7 +27,7 @@ gem 'jquery-rails', '~> 4.1.1'
 gem 'jquery-ui-rails', '~> 3.0.1'
 gem 'magnific-popup-rails'
 gem 'nio4r', '>= 2.7.3'
-gem 'nokogiri', '~> 1.18.9'
+gem 'nokogiri', '~> 1.19'
 gem 'ruby-openai'
 gem 'pg', '~> 1.4.4'
 gem 'puma'
diff --git a/Gemfile.lock b/Gemfile.lock
index 14bfae1a..82ac61d4 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -288,12 +288,12 @@ GEM
       net-protocol
     newrelic_rpm (9.22.0)
     nio4r (2.7.5)
-    nokogiri (1.18.9)
+    nokogiri (1.19.0)
       mini_portile2 (~> 2.8.2)
       racc (~> 1.4)
-    nokogiri (1.18.9-x86_64-darwin)
+    nokogiri (1.19.0-x86_64-darwin)
       racc (~> 1.4)
-    nokogiri (1.18.9-x86_64-linux)
+    nokogiri (1.19.0-x86_64-linux-gnu)
       racc (~> 1.4)
     pg (1.4.6)
     pp (0.6.2)
@@ -549,7 +549,7 @@ DEPENDENCIES
   magnific-popup-rails
   newrelic_rpm
   nio4r (>= 2.7.3)
-  nokogiri (~> 1.18.9)
+  nokogiri (~> 1.19)
   pg (~> 1.4.4)
   pry
   pry-nav

From 76f4fe4c1dbc65359d62af7c4fb6a07fe57c8a84 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 18:55:24 -0500
Subject: [PATCH 18/20] try to fix ffi platform-specific build

---
 Gemfile.lock | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/Gemfile.lock b/Gemfile.lock
index 82ac61d4..a6ce55f5 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -200,6 +200,7 @@ GEM
     ffi (1.17.1)
     ffi (1.17.1-x86_64-darwin)
     ffi (1.17.1-x86_64-linux)
+    ffi (1.17.1-x86_64-linux-gnu)
     ffi-compiler (1.3.2)
       ffi (>= 1.15.5)
       rake
@@ -512,6 +513,7 @@ PLATFORMS
   ruby
   x86_64-darwin-20
   x86_64-linux
+  x86_64-linux-gnu
 
 DEPENDENCIES
   addressable

From 12c79adfd89cc11a91e2e39ef689103e94f896d3 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 19:03:00 -0500
Subject: [PATCH 19/20] Another attempt to fix Gemfile

---
 Gemfile.lock | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/Gemfile.lock b/Gemfile.lock
index a6ce55f5..87f80418 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -200,7 +200,7 @@ GEM
     ffi (1.17.1)
     ffi (1.17.1-x86_64-darwin)
     ffi (1.17.1-x86_64-linux)
-    ffi (1.17.1-x86_64-linux-gnu)
+    ffi (1.17.1-x86_64-linux-musl)
     ffi-compiler (1.3.2)
       ffi (>= 1.15.5)
       rake
@@ -296,6 +296,8 @@ GEM
       racc (~> 1.4)
     nokogiri (1.19.0-x86_64-linux-gnu)
       racc (~> 1.4)
+    nokogiri (1.19.0-x86_64-linux-musl)
+      racc (~> 1.4)
     pg (1.4.6)
     pp (0.6.2)
       prettyprint
@@ -513,7 +515,7 @@ PLATFORMS
   ruby
   x86_64-darwin-20
   x86_64-linux
-  x86_64-linux-gnu
+  x86_64-linux-musl
 
 DEPENDENCIES
   addressable

From 14780473c168ea91131365a2b580d4b377e2c6d4 Mon Sep 17 00:00:00 2001
From: Jesse Chan-Norris <jcn@pith.org>
Date: Tue, 3 Feb 2026 19:43:17 -0500
Subject: [PATCH 20/20] Bump ffi to try to build properly

---
 Gemfile.lock | 11 ++++-------
 1 file changed, 4 insertions(+), 7 deletions(-)

diff --git a/Gemfile.lock b/Gemfile.lock
index 87f80418..8f2d38eb 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -197,10 +197,9 @@ GEM
     faraday-multipart (1.0.4)
       multipart-post (~> 2)
     faraday-net_http (3.0.2)
-    ffi (1.17.1)
-    ffi (1.17.1-x86_64-darwin)
-    ffi (1.17.1-x86_64-linux)
-    ffi (1.17.1-x86_64-linux-musl)
+    ffi (1.17.3)
+    ffi (1.17.3-x86_64-darwin)
+    ffi (1.17.3-x86_64-linux-gnu)
     ffi-compiler (1.3.2)
       ffi (>= 1.15.5)
       rake
@@ -296,8 +295,6 @@ GEM
       racc (~> 1.4)
     nokogiri (1.19.0-x86_64-linux-gnu)
       racc (~> 1.4)
-    nokogiri (1.19.0-x86_64-linux-musl)
-      racc (~> 1.4)
     pg (1.4.6)
     pp (0.6.2)
       prettyprint
@@ -515,7 +512,7 @@ PLATFORMS
   ruby
   x86_64-darwin-20
   x86_64-linux
-  x86_64-linux-musl
+  x86_64-linux-gnu
 
 DEPENDENCIES
   addressable