Added new advanced project idea#1108
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Dhanishka-CK wants to merge 2 commits intoflorinpop17:masterfrom
Open
Added new advanced project idea#1108Dhanishka-CK wants to merge 2 commits intoflorinpop17:masterfrom
Dhanishka-CK wants to merge 2 commits intoflorinpop17:masterfrom
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📝 WalkthroughWalkthroughAdded a new project specification document for an "AI Mood-Based Activity Recommender" and updated the README to list the project in the Tier-3 (Advanced) projects table. The spec defines user inputs, recommendations, user stories, bonus features, and resource links. Changes
Estimated code review effort🎯 1 (Trivial) | ⏱️ ~3 minutes Poem
🚥 Pre-merge checks | ✅ 2 | ❌ 1❌ Failed checks (1 inconclusive)
✅ Passed checks (2 passed)
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Actionable comments posted: 2
🧹 Nitpick comments (1)
Projects/3-Advanced/AI_Mood_Activity_Recommender.md (1)
32-35: Add explicit privacy/consent guardrails for mood + webcam features.Given the sensitive nature of mental-state inference and facial analysis, add a short note requiring explicit user consent, clear data retention rules, and an option to use the app without camera data.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md` around lines 32 - 35, Add explicit privacy and consent guardrails for the sensitive features: require explicit opt-in consent before enabling "webcam-based facial expression analysis", show a clear consent dialog for the "AI-powered chatbot" mood inference, and provide an explicit "Use app without camera data" toggle; document data retention and deletion policies (how long facial/mood data is stored, retention defaults, and a one-click delete option), state whether processing is local or sent to a server and how it is secured (encryption in transit/at rest), and add a privacy snippet to the "daily mood check-in reminders" settings explaining what data is collected and how to opt out. Ensure UI copy and backend config reference these controls so consent is recorded and enforceable.
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md`:
- Line 3: The Tier label in the document contains the incorrect value
"3-Intermediate"; update the tier string to "3-Advanced" so it matches the
file's advanced section and PR intent by replacing the "3-Intermediate" token
with "3-Advanced" in the file (look for the Tier: line and the literal
"3-Intermediate" text).
In `@README.md`:
- Line 123: The README table row for "AI Mood Activity Recommender" is missing a
link target; replace the plain bracketed project name with a Markdown link
pointing to the new project file (e.g., [AI Mood Activity
Recommender](path/to/ai-mood-activity-recommender.md)) so the table entry
becomes clickable, matching the style used by the other rows in the table.
---
Nitpick comments:
In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md`:
- Around line 32-35: Add explicit privacy and consent guardrails for the
sensitive features: require explicit opt-in consent before enabling
"webcam-based facial expression analysis", show a clear consent dialog for the
"AI-powered chatbot" mood inference, and provide an explicit "Use app without
camera data" toggle; document data retention and deletion policies (how long
facial/mood data is stored, retention defaults, and a one-click delete option),
state whether processing is local or sent to a server and how it is secured
(encryption in transit/at rest), and add a privacy snippet to the "daily mood
check-in reminders" settings explaining what data is collected and how to opt
out. Ensure UI copy and backend config reference these controls so consent is
recorded and enforceable.
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro
Run ID: fe251f3b-63f9-450c-8fb2-4ef2d55b2283
📒 Files selected for processing (2)
Projects/3-Advanced/AI_Mood_Activity_Recommender.mdREADME.md
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| | Name | Short Description | Tier | | ||
| | ----------------------------------------------------------------------------- | ------------------------------------------------------------------- | ---------- | | ||
| | [AI Mood Activity Recommender] | Suggest activities based on user mood using AI | 3-Advanced | |
There was a problem hiding this comment.
Add the missing README link target for the new project row.
Line 123 currently renders as bracketed text, not a clickable link. Please point it to the new project file like other entries in this table.
Suggested fix
-| [AI Mood Activity Recommender] | Suggest activities based on user mood using AI | 3-Advanced |
+| [AI Mood Activity Recommender](./Projects/3-Advanced/AI_Mood_Activity_Recommender.md) | Suggest activities based on user mood using AI | 3-Advanced |📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
Suggested change
| | [AI Mood Activity Recommender] | Suggest activities based on user mood using AI | 3-Advanced | | |
| | [AI Mood Activity Recommender](./Projects/3-Advanced/AI_Mood_Activity_Recommender.md) | Suggest activities based on user mood using AI | 3-Advanced | |
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@README.md` at line 123, The README table row for "AI Mood Activity
Recommender" is missing a link target; replace the plain bracketed project name
with a Markdown link pointing to the new project file (e.g., [AI Mood Activity
Recommender](path/to/ai-mood-activity-recommender.md)) so the table entry
becomes clickable, matching the style used by the other rows in the table.
There was a problem hiding this comment.
Actionable comments posted: 1
🧹 Nitpick comments (1)
Projects/3-Advanced/AI_Mood_Activity_Recommender.md (1)
9-9: Consider simplifying "on a daily basis" to "daily".The phrase "on a daily basis" can be streamlined to "daily" for conciseness. As per coding guidelines, this matches the static analysis hint EN_WORDINESS_PREMIUM_ON_A_DAILY_BASIS.
✍️ Suggested simplification
-The application is especially valuable for students managing academic stress, individuals navigating mental health challenges, or anyone seeking a healthier way to engage with their emotions on a daily basis. +The application is especially valuable for students managing academic stress, individuals navigating mental health challenges, or anyone seeking a healthier way to engage with their emotions daily.🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed. In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md` at line 9, Replace the phrase "on a daily basis" with the more concise word "daily" in the sentence that currently reads "The application is especially valuable for students managing academic stress, individuals navigating mental health challenges, or anyone seeking a healthier way to engage with their emotions on a daily basis." to satisfy the EN_WORDINESS_PREMIUM_ON_A_DAILY_BASIS guideline; ensure the edited sentence now ends with "daily."
🤖 Prompt for all review comments with AI agents
Verify each finding against the current code and only fix it if needed.
Inline comments:
In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md`:
- Around line 42-65: Replace the two broken URLs in the resources list: update
the "OpenAI API Docs" link (currently https://platform.openai.com/docs) to point
to a valid OpenAI docs page such as
https://platform.openai.com/docs/api-reference or
https://platform.openai.com/docs/guides/gpt, and replace the "Greater Good
Science Center" link (currently https://greatergood.berkeley.edu/topic/emotions)
with the working science of emotions page
https://greatergood.berkeley.edu/science_topics/emotion (or another valid
mental-health research URL); ensure the link text "OpenAI API Docs" and "Greater
Good Science Center" remain unchanged so readers still recognize the resources.
---
Nitpick comments:
In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md`:
- Line 9: Replace the phrase "on a daily basis" with the more concise word
"daily" in the sentence that currently reads "The application is especially
valuable for students managing academic stress, individuals navigating mental
health challenges, or anyone seeking a healthier way to engage with their
emotions on a daily basis." to satisfy the EN_WORDINESS_PREMIUM_ON_A_DAILY_BASIS
guideline; ensure the edited sentence now ends with "daily."
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
ℹ️ Review info
⚙️ Run configuration
Configuration used: defaults
Review profile: CHILL
Plan: Pro
Run ID: 52bdadbe-bc28-4e79-95e1-2050e42b97bc
📒 Files selected for processing (1)
Projects/3-Advanced/AI_Mood_Activity_Recommender.md
Comment on lines
+42
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| ## Useful Links and Resources | ||
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| ### AI & NLP | ||
| - [OpenAI API Docs](https://platform.openai.com/docs) — For GPT-powered mood analysis and recommendation generation | ||
| - [Google Gemini API](https://ai.google.dev/docs) — Alternative LLM for mood understanding | ||
| - [Hugging Face — Emotion Detection Models](https://huggingface.co/models?pipeline_tag=text-classification&search=emotion) — Pre-trained sentiment/emotion classifiers | ||
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||
| ### Facial Expression (Bonus) | ||
| - [face-api.js](https://github.com/justadudewhohacks/face-api.js) — In-browser face and emotion detection | ||
| - [MediaPipe Face Landmarker](https://developers.google.com/mediapipe/solutions/vision/face_landmarker) — Google's real-time facial landmark solution | ||
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| ### Frontend & UI | ||
| - [React Documentation](https://react.dev/) — Component-based UI framework | ||
| - [Framer Motion](https://www.framer.com/motion/) — Animations for mood transitions and activity cards | ||
| - [Chart.js](https://www.chartjs.org/) — For mood trend visualisations in the dashboard | ||
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| ### Backend & Storage | ||
| - [Firebase Firestore](https://firebase.google.com/docs/firestore) — Real-time NoSQL database for mood history | ||
| - [Supabase](https://supabase.com/docs) — Open-source Firebase alternative with PostgreSQL | ||
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| ### Mental Health & Activity Research | ||
| - [NHS — 5 Steps to Mental Wellbeing](https://www.nhs.uk/mental-health/self-help/guides-tools-and-activities/five-steps-to-mental-wellbeing/) — Evidence-based activity categories | ||
| - [Greater Good Science Center](https://greatergood.berkeley.edu/topic/emotions) — Research-backed emotional regulation strategies | ||
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🧩 Analysis chain
🏁 Script executed:
#!/bin/bash
# Description: Verify that the external resource URLs are accessible.
# This checks HTTP status codes for the main documentation links.
urls=(
"https://platform.openai.com/docs"
"https://ai.google.dev/docs"
"https://huggingface.co/models?pipeline_tag=text-classification&search=emotion"
"https://github.com/justadudewhohacks/face-api.js"
"https://developers.google.com/mediapipe/solutions/vision/face_landmarker"
"https://react.dev/"
"https://www.framer.com/motion/"
"https://www.chartjs.org/"
"https://firebase.google.com/docs/firestore"
"https://supabase.com/docs"
"https://www.nhs.uk/mental-health/self-help/guides-tools-and-activities/five-steps-to-mental-wellbeing/"
"https://greatergood.berkeley.edu/topic/emotions"
)
echo "Checking resource URLs..."
for url in "${urls[@]}"; do
echo -n "Checking $url ... "
status=$(curl -o /dev/null -s -w "%{http_code}" -L "$url")
if [ "$status" -eq 200 ]; then
echo "✓ OK ($status)"
else
echo "✗ FAILED ($status)"
fi
doneRepository: florinpop17/app-ideas
Length of output: 941
Update two broken resource links.
Two external URLs in the resources section are not accessible:
https://platform.openai.com/docsreturns 403 Forbidden — consider linking directly to the API documentation or getting started guide insteadhttps://greatergood.berkeley.edu/topic/emotionsreturns 404 — the page no longer exists; consider replacing with their science of emotions section or another mental health research resource
The remaining 10 links are all accessible and functional.
🤖 Prompt for AI Agents
Verify each finding against the current code and only fix it if needed.
In `@Projects/3-Advanced/AI_Mood_Activity_Recommender.md` around lines 42 - 65,
Replace the two broken URLs in the resources list: update the "OpenAI API Docs"
link (currently https://platform.openai.com/docs) to point to a valid OpenAI
docs page such as https://platform.openai.com/docs/api-reference or
https://platform.openai.com/docs/guides/gpt, and replace the "Greater Good
Science Center" link (currently https://greatergood.berkeley.edu/topic/emotions)
with the working science of emotions page
https://greatergood.berkeley.edu/science_topics/emotion (or another valid
mental-health research URL); ensure the link text "OpenAI API Docs" and "Greater
Good Science Center" remain unchanged so readers still recognize the resources.
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📌 Description
Added a new advanced project idea: AI Mood-Based Activity Recommender.
🛠️ Changes Made
🎯 Purpose
To introduce an AI-based application idea that focuses on mood detection and personalized activity recommendations.
🙌 Notes
This idea is inspired by real-world applications in mental health and special education.
Summary by CodeRabbit