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@Punitkumar756 Punitkumar756 commented Dec 13, 2025

Hey! I submitted a small PR to clean up the README.md. I fixed some typos and improved the formatting to enhance readability. Happy to make any changes if needed!

Summary by CodeRabbit

  • Documentation
    • Fully redesigned README with centered, marketing-oriented layout and badges.
    • Reorganized into new sections: About, Features, Screenshots, Technical Stack, Getting Started, Architecture, Contributing, Documentation, Roadmap, License, Acknowledgments, and Links.
    • Rewritten product-focused narrative highlighting AI, privacy-first and offline/local processing, performance, and UI.
    • Replaced step-by-step setup details with a high-level overview and visuals (including an architecture diagram) linking to detailed guides.

✏️ Tip: You can customize this high-level summary in your review settings.

Copilot AI review requested due to automatic review settings December 13, 2025 09:18
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⚠️ No issue was linked in the PR description.
Please make sure to link an issue (e.g., 'Fixes #issue_number')

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coderabbitai bot commented Dec 13, 2025

Note

Other AI code review bot(s) detected

CodeRabbit has detected other AI code review bot(s) in this pull request and will avoid duplicating their findings in the review comments. This may lead to a less comprehensive review.

Walkthrough

README.md was restructured from a traditional, text-heavy format into a center-aligned, marketing-oriented page with badges and new sections (About, Features, Screenshots, Technical Stack, Getting Started, Architecture, Contributing, Documentation, Roadmap, License, Acknowledgments, Links). Detailed setup/back-end steps were condensed or relocated.

Changes

Cohort / File(s) Change Summary
README Restructuring
README.md
Rewrote README to a marketing-focused layout with HTML center alignment and badges; added/rewrote sections (About, Features, Screenshots, Technical Stack, Getting Started, Architecture diagram, Contributing, Documentation, Roadmap, License, Acknowledgments, Links); removed or condensed low-level setup and backend-specific instructions into high-level overviews.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~10 minutes

  • Verify accuracy and tone of new content and headings
  • Check links, image/diagram paths, and badges render correctly
  • Ensure no required step-by-step setup info was accidentally removed

Possibly related PRs

Suggested labels

documentation, good first issue

Poem

🐇 In center-aligned glory I hop and sing,
Badges sparkle, screenshots take wing,
Sections trimmed, the story made neat,
PictoPy's new page — a marketing treat! 🎨

Pre-merge checks and finishing touches

❌ Failed checks (1 inconclusive)
Check name Status Explanation Resolution
Title check ❓ Inconclusive The PR title '#readme.md' is vague and generic, failing to describe the actual changes made to the README file. Use a descriptive title that summarizes the main change, such as 'Restructure README with marketing-focused layout and comprehensive sections' or 'Refactor README: add badges, features, and architecture documentation'.
✅ Passed checks (2 passed)
Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Docstring Coverage ✅ Passed No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
✨ Finishing touches
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⚠️ No issue was linked in the PR description.
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Pull request overview

This PR represents a comprehensive overhaul of the README.md file, transforming it from a minimal documentation page into a feature-rich, professionally formatted guide. The changes go beyond the described "small PR to clean up" and include extensive additions such as badges, detailed feature descriptions, architecture diagrams, and comprehensive setup instructions.

Key Changes

  • Added professional badges, centered header with emojis, and navigation links for improved visual appeal
  • Expanded features section with detailed AI capabilities, privacy assurances, and user experience highlights
  • Introduced comprehensive Getting Started guide with automated and manual setup options, plus architecture diagrams and contribution workflows

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.


```bash
# 1. Fork and clone the repository
git clone https://github.com/yourusername/PictoPy.git
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The URL contains a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name for the repository.

Suggested change
git clone https://github.com/yourusername/PictoPy.git
git clone https://github.com/<your-github-org-or-username>/PictoPy.git

Copilot uses AI. Check for mistakes.

## 🙏 Acknowledgments

- Thanks to all our [contributors](https://github.com/yourusername/PictoPy/graphs/contributors)
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The contributors URL contains a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name for the repository.

Copilot uses AI. Check for mistakes.

&nbsp;&nbsp;&nbsp;<a href="https://discord.gg/hjUhu33uAn"><img src="https://github.com/user-attachments/assets/3ed93273-5055-4532-a524-87a337a4fbba" height="40"></a>
[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
[![Discord](https://img.shields.io/discord/your-discord-id?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)
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The Discord badge contains a placeholder 'your-discord-id' that needs to be replaced with the actual Discord server ID. You can find this by right-clicking your Discord server and selecting "Copy Server ID" (requires Developer Mode enabled).

Suggested change
[![Discord](https://img.shields.io/discord/your-discord-id?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)
[![Discord](https://img.shields.io/discord/1103723483780767824?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)

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## 🔗 Links

- 🌐 [Website](https://pictopy.dev) (if available)
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The website link includes a placeholder domain 'pictopy.dev' with "(if available)" note. If this website doesn't exist, this link should be removed or the line should be commented out to avoid broken links.

Suggested change
- 🌐 [Website](https://pictopy.dev) (if available)

Copilot uses AI. Check for mistakes.
- 🌐 [Website](https://pictopy.dev) (if available)
- 💬 [Discord Community](https://discord.gg/hjUhu33uAn)
- 🐛 [Issue Tracker](https://github.com/yourusername/PictoPy/issues)
- 📧 [Contact Us](mailto:contact@pictopy.dev)
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The contact email 'contact@pictopy.dev' appears to be a placeholder. If this email address is not active, this link should be removed or replaced with a valid contact method.

Suggested change
- 📧 [Contact Us](mailto:contact@pictopy.dev)

Copilot uses AI. Check for mistakes.
**Windows & Ubuntu/Debian:**
```bash
# Clone the repository
git clone https://github.com/yourusername/PictoPy.git
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The URL contains a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name for the repository.

Suggested change
git clone https://github.com/yourusername/PictoPy.git
git clone https://github.com/PictoPy/PictoPy.git

Copilot uses AI. Check for mistakes.
README.md Outdated

## 📚 Documentation

- 📖 [Full Documentation](https://yourusername.github.io/PictoPy)
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The documentation URL contains a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name. If the documentation site doesn't exist yet, consider removing this link or marking it as "Coming Soon".

Suggested change
- 📖 [Full Documentation](https://yourusername.github.io/PictoPy)
- 📖 Full Documentation (Coming Soon)

Copilot uses AI. Check for mistakes.

- 🌐 [Website](https://pictopy.dev) (if available)
- 💬 [Discord Community](https://discord.gg/hjUhu33uAn)
- 🐛 [Issue Tracker](https://github.com/yourusername/PictoPy/issues)
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The issue tracker URL contains a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name for the repository.

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⭐ Star us on GitHub — it helps!

[Report Bug](https://github.com/yourusername/PictoPy/issues) · [Request Feature](https://github.com/yourusername/PictoPy/issues) · [Join Discord](https://discord.gg/hjUhu33uAn)
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The bug report and feature request URLs contain a placeholder 'yourusername' that needs to be replaced with the actual GitHub username or organization name for the repository.

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#### Option 1: Automated Setup (Recommended)

**Windows & Ubuntu/Debian:**
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The heading mentions "Windows & Ubuntu/Debian" but the script instructions below cover "Windows (PowerShell)" and "Linux/macOS". The heading should be updated to match the actual platforms covered, such as "Windows, Linux & macOS" or simply removed since the script instructions below already specify the platforms.

Suggested change
**Windows & Ubuntu/Debian:**
**Windows, Linux & macOS:**

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Actionable comments posted: 4

📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between d07d817 and 9ad047e.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md

5-5: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


14-14: Link fragments should be valid

(MD051, link-fragments)


166-166: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


304-304: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

⏰ Context from checks skipped due to timeout of 90000ms. You can increase the timeout in your CodeRabbit configuration to a maximum of 15 minutes (900000ms). (1)
  • GitHub Check: Agent
🔇 Additional comments (2)
README.md (2)

65-76: Verify screenshots exist (otherwise README renders broken images).
If docs/assets/screenshots/{home,ai-tagging,settings}.png aren't in-repo, either add them or replace with working paths/URLs.


115-123: The documented Getting Started commands are accurate and align with the actual project structure.

The README commands python main.py and npm run tauri dev are not speculative. The backend/main.py includes an explicit if __name__ == "__main__" entry point designed to run with python main.py (with custom Windows multiprocessing support), the frontend/package.json defines the "tauri": "tauri" script enabling npm run tauri dev, and the Tauri configuration in frontend/src-tauri/tauri.conf.json is properly set up with correct paths to frontend dist and backend resources.

Likely an incorrect or invalid review comment.

Comment on lines +5 to 6
**Your Intelligent Photo Gallery - Powered by AI, Protected by Privacy**

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⚠️ Potential issue | 🟡 Minor

Avoid bold “taglines” that act like headings (markdownlint MD036); use an actual heading level.

-**Your Intelligent Photo Gallery - Powered by AI, Protected by Privacy**
+## Your Intelligent Photo Gallery — Powered by AI, Protected by Privacy
...
-**Made with ❤️ by the PictoPy Community**
+### Made with ❤️ by the PictoPy Community

Also applies to: 304-307

🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

5-5: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

🤖 Prompt for AI Agents
In README.md around lines 5-6 (and also affecting lines 304-307), the bold
tagline is being used like a heading which triggers markdownlint MD036; replace
the bolded line(s) with an actual markdown heading (e.g., start the line with
one or more # followed by a single, unbolded title) and remove the surrounding
** markers so the text is a proper heading instead of bold inline text.

Comment on lines +7 to +14
[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)
[![Discord](https://img.shields.io/discord/your-discord-id?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)
[![Made with Tauri](https://img.shields.io/badge/Made%20with-Tauri-FFC131?logo=tauri)](https://tauri.app)
[![Python](https://img.shields.io/badge/Python-3.11+-3776AB?logo=python&logoColor=white)](https://python.org)
[![React](https://img.shields.io/badge/React-18+-61DAFB?logo=react&logoColor=black)](https://reactjs.org)
[![TypeScript](https://img.shields.io/badge/TypeScript-5+-3178C6?logo=typescript&logoColor=white)](https://typescriptlang.org)

1. First, join the **[Discord Server](https://discord.gg/hjUhu33uAn) (Go to Projects->PictoPy)** to chat with everyone.
2. For detailed setup instructions, coding guidelines, and the contribution process, please check out our [CONTRIBUTING.md](./CONTRIBUTING.md) file.
[Features](#-features) • [Screenshots](#-screenshots) • [Getting Started](#-getting-started) • [Contributing](#-contributing) • [Documentation](#-documentation)
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⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Read README.md to verify placeholder values at specified line ranges
wc -l README.md

Repository: AOSSIE-Org/PictoPy

Length of output: 75


🏁 Script executed:

#!/bin/bash
# Check lines 7-14 (already provided in snippet), then check other ranges
echo "=== Lines 126-141 (clone URL area) ==="
sed -n '126,141p' README.md

echo -e "\n=== Lines 211-228 (docs link area) ==="
sed -n '211,228p' README.md

echo -e "\n=== Lines 256-263 (contributors area) ==="
sed -n '256,263p' README.md

echo -e "\n=== Lines 287-299 (contact area) ==="
sed -n '287,299p' README.md

echo -e "\n=== Lines 308-309 (footer) ==="
sed -n '308,309p' README.md

Repository: AOSSIE-Org/PictoPy

Length of output: 1943


Replace placeholder URLs/IDs before merge (badges, clone URL, docs, issue tracker, contributors, contact).
Multiple instances of yourusername and placeholder values will break user onboarding and misdirect contributors.

-[![Discord](https://img.shields.io/discord/your-discord-id?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)
+[![Discord](https://img.shields.io/discord/<REAL_SERVER_ID>?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)

-git clone https://github.com/yourusername/PictoPy.git
+git clone https://github.com/AOSSIE-Org/PictoPy.git

-- 📖 [Full Documentation](https://yourusername.github.io/PictoPy)
+- 📖 [Full Documentation](https://<REAL_DOCS_SITE>)

-- Thanks to all our [contributors](https://github.com/yourusername/PictoPy/graphs/contributors)
+- Thanks to all our [contributors](https://github.com/AOSSIE-Org/PictoPy/graphs/contributors)

-- 🐛 [Issue Tracker](https://github.com/yourusername/PictoPy/issues)
+- 🐛 [Issue Tracker](https://github.com/AOSSIE-Org/PictoPy/issues)

-- 📧 [Contact Us](mailto:contact@pictopy.dev)
+- 📧 [Contact Us](mailto:<REAL_CONTACT_EMAIL>)

Also appears at lines 128, 213, and 308–309 in contribution/footer sections.

Committable suggestion skipped: line range outside the PR's diff.

🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

14-14: Link fragments should be valid

(MD051, link-fragments)

🤖 Prompt for AI Agents
In README.md around lines 7 to 14 (and also check occurrences at lines 128, 213,
and 308–309), there are placeholder URLs and IDs (e.g., your-discord-id,
yourusername, placeholder clone URL, docs, issue tracker, contributors, contact)
that must be replaced before merging; search the file for all placeholder tokens
and replace them with the project's real values (actual Discord server ID or
invite link, repository clone URL, real docs and issue tracker links,
license/author/contributor contacts, correct badge image links), verify each
replacement resolves and points to the live resource, and run a quick link-check
to ensure no remaining placeholders remain anywhere in the README.

Comment on lines +14 to +16
[Features](#-features) • [Screenshots](#-screenshots) • [Getting Started](#-getting-started) • [Contributing](#-contributing) • [Documentation](#-documentation)

# Architecture
</div>
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⚠️ Potential issue | 🟡 Minor

🧩 Analysis chain

🏁 Script executed:

# First, find and read the README.md file
find . -name "README.md" -type f | head -5

Repository: AOSSIE-Org/PictoPy

Length of output: 197


🏁 Script executed:

# Get the full README.md content with line numbers to examine the specific lines mentioned
wc -l README.md

Repository: AOSSIE-Org/PictoPy

Length of output: 75


🏁 Script executed:

# Read the README.md file to see the structure and the flagged lines
head -70 README.md | cat -n

Repository: AOSSIE-Org/PictoPy

Length of output: 3736


🏁 Script executed:

# Read lines around the flagged sections
sed -n '10,25p' README.md | cat -n
sed -n '32,40p' README.md | cat -n
sed -n '60,70p' README.md | cat -n
sed -n '110,120p' README.md | cat -n
sed -n '194,202p' README.md | cat -n
sed -n '251,260p' README.md | cat -n

Repository: AOSSIE-Org/PictoPy

Length of output: 2592


🌐 Web query:

GitHub markdown heading ID generation emojis anchor links

💡 Result:

Short answer — GitHub (and tools that emulate it) create heading IDs by "slugifying" the heading text: convert to lower‑case, strip formatting/punctuation/unsupported characters, replace spaces with hyphens, and make duplicates unique by appending -1, -2, etc. GitHub-style slugs are produced by the github-slugger algorithm; it also removes emoji characters (which can leave a leading hyphen if the emoji was at the start). [1][2]

Notes / examples:

  • "My Heading" → "my-heading". [2]
  • Duplicate headings get suffixes: "foo" → "foo", next "foo" → "foo-1". [2]
  • Emoji handling: "😄 emoji" → "-emoji" (the emoji is removed). [2]
  • GitHub docs summarize the rules: lower-case, spaces→hyphens, punctuation removed, markup stripped, uniqueness via -1, -2. [1]

If you need exact behavior for a specific renderer (GitHub.com, Enterprise, a static site generator, or a library), tell me which one and I’ll show the exact slug output and/or code you can reuse.

Sources:
[1] GitHub Docs — Basic writing and formatting syntax (automatic anchor rules).
[2] github-slugger (README / examples).


🌐 Web query:

GitHub heading fragment identifier emoji behavior

💡 Result:

Short answer: GitHub’s auto-generated heading anchors use the same slugification rules as the open-source github-slugger algorithm — emoji characters are removed (not preserved as emoji), so they can produce unexpected hyphens or empty segments in the slug. Example: the slugger maps "😄 emoji" → "-emoji". Use plain text, move or remove emoji, or set an explicit id to control the fragment. [1][2]

Sources:

  • GitHub docs: rules used to generate section links (lowercase, spaces→hyphens, remove punctuation/formatting). [1]
  • github-slugger (implementation and examples showing emoji handling, e.g. '😄 emoji' → '-emoji'). [2]

🌐 Web query:

GitHub heading anchor "#-features" emoji prefix hyphen works

💡 Result:

Short answer: It’s not reliable. GitHub’s slug rules remove punctuation and whitespace and lower-case text, but emoji handling is inconsistent across renderers — sometimes the emoji is stripped and you get a slug like "#-features" or "#features", sometimes the emoji (or its name) ends up in the slug. Test in your repo or, for a stable result, add an explicit anchor (e.g. or use heading {#features}). [1][2][3]

Sources:

  • GitHub Docs — rules used to generate heading anchors (punctuation removed, spaces → hyphens). [1]
  • github-slugger / markdown tooling that emulates GitHub slug rules. [2]
  • Reports/discussion showing inconsistent emoji behavior in headings/anchors. [3]

🌐 Web query:

GitHub markdown explicit anchor id HTML <a> tags fragment links

💡 Result:

Short answer

  • GitHub automatically generates anchors for headings; link with text. [1][4]
  • If you need an explicit anchor ID, add an HTML anchor before the heading: or then link to it with link. This works in README/markdown on github.com. [5][1]
  • Note: GitHub sanitizes HTML and may rewrite or prefix IDs (e.g. user-content-...) or strip some attributes, so prefer the heading-slug or test the rendered page to confirm the exact fragment. [6][2]

Examples

  • Heading auto-anchor:
    • Markdown: ## My Cool Heading
    • Link: Go. [1][4]
  • Explicit HTML anchor:
    • Markdown:

      Section title

    • Link: Jump. [5][1]

Sources
[1] GitHub Docs — Basic writing and formatting syntax (section links).
[2] GitHub community / markup discussion — HTML sanitization (IDs/classes may be affected).
[4] GitHub Flavored Markdown spec — fragment identifiers in links.
[5] Community examples/gists showing before headings.


🌐 Web query:

GitHub markdown heading attributes {#custom-id} syntax

💡 Result:

Short answer: GitHub.com (GFM) does not support Pandoc-/kramdown-style inline heading attributes like {#custom-id}. GitHub automatically generates anchor IDs for headings (you can link with #generated-id), but the {#id} attribute syntax is not part of the GFM spec. If you build a site with GitHub Pages using Jekyll/kramdown (or use a Markdown processor/plugin that supports it) you can add custom IDs via that processor’s attribute syntax (kramdown/Pandoc/markdown-it-attrs), or by writing raw HTML. (github.github.io)

Examples / options

  • GFM (github.com): rely on auto-generated heading IDs (no {#id} support). (github.github.io)
  • GitHub Pages with kramdown/Jekyll: enable kramdown and use its attribute/IAL syntax (processor-specific) to set IDs. (docs.github.com)
  • Other processors/plugins (Pandoc, markdown-it + markdown-it-attrs/markdown-it-anchor): support #id syntax (e.g. # Heading {#my-id}). (github.com)

If you tell me where you’re rendering the Markdown (github.com README, GitHub Pages, a static site generator, or a particular tool), I’ll give the exact syntax that will work there.

Citations:


Use explicit HTML anchors to replace emoji-dependent heading IDs for reliable section links.

The current anchor links (#-features, etc.) rely on GitHub's emoji stripping behavior, which is inconsistent across renderers. While <a name="id"></a> anchors are supported on GitHub.com, note that GitHub may sanitize and prefix IDs with user-content-, so test the rendered page to confirm the exact fragment identifiers work.

-[Features](#-features) • [Screenshots](#-screenshots) • [Getting Started](#-getting-started) • [Contributing](#-contributing) • [Documentation](#-documentation)
+<a name="features"></a>
+<a name="screenshots"></a>
+<a name="getting-started"></a>
+<a name="contributing"></a>
+<a name="documentation"></a>
+
+[Features](#features) • [Screenshots](#screenshots) • [Getting Started](#getting-started) • [Contributing](#contributing) • [Documentation](#documentation)

Also applies to: 35-36, 63-64, 113-114, 197-198, 254-256

🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

14-14: Link fragments should be valid

(MD051, link-fragments)

🤖 Prompt for AI Agents
In README.md around lines 14-16 (also apply same change at 35-36, 63-64,
113-114, 197-198, 254-256), replace the emoji-dependent fragment links (e.g.
#‑features) by adding explicit HTML anchor elements with stable IDs immediately
before the corresponding section headings (for example: <a name="features"></a>
before the Features heading) and update the navigation links to point to those
stable IDs; after changes, test the rendered README on GitHub to verify the
final fragment identifiers (note GitHub may prefix with user-content- in some
contexts) and adjust anchor names if needed so links work reliably across
renderers.

Comment on lines +166 to +193
```
┌─────────────────────────────────────────────────────────────┐
│ Desktop Application │
│ ┌────────────────────────────────────────────────────────┐ │
│ │ React Frontend (TypeScript) │ │
│ │ • Modern UI Components (ShadCN) │ │
│ │ • State Management (Redux) │ │
│ │ • Routing & Navigation │ │
│ └───────────────────┬────────────────────────────────────┘ │
│ │ Tauri IPC │
│ ┌───────────────────▼────────────────────────────────────┐ │
│ │ Rust Backend (Tauri Core) │ │
│ │ • File System Operations │ │
│ │ • Secure System Bridge │ │
│ │ • Native OS Integration │ │
│ └───────────────────┬────────────────────────────────────┘ │
└────────────────────────────────────────────────────────────┘
│ HTTP/REST API
┌───────────────────────▼──────────────────────────────────────┐
│ Python Backend (FastAPI) │
│ ┌──────────────┐ ┌──────────────┐ ┌──────────────────┐ │
│ │ AI Models │ │ Database │ │ Image Analysis │ │
│ │ • YOLOv11 │ │ SQLite │ │ • OpenCV │ │
│ │ • FaceNet │ │ • Metadata │ │ • ONNX │ │
│ │ • DBSCAN │ │ • Embeddings│ │ • Processing │ │
│ └──────────────┘ └──────────────┘ └──────────────────┘ │
└────────────────────────────────────────────────────────────┘
```
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⚠️ Potential issue | 🟡 Minor

Add a language tag to the fenced block (markdownlint MD040) and consider text for the ASCII diagram.

-```
+```text
┌─────────────────────────────────────────────────────────────┐
...
└────────────────────────────────────────────────────────────┘
-```
+```
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

166-166: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🤖 Prompt for AI Agents
In README.md around lines 166 to 193 the fenced code block containing the ASCII
diagram lacks a language tag (violates markdownlint MD040); update the opening
fence to include a language tag (use "text") so it becomes ```text and ensure
the closing fence remains ``` so the block is a proper fenced code block with
the language specified.

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⚠️ No issue was linked in the PR description.
Please make sure to link an issue (e.g., 'Fixes #issue_number')

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@github-actions
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⚠️ No issue was linked in the PR description.
Please make sure to link an issue (e.g., 'Fixes #issue_number')

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Actionable comments posted: 1

♻️ Duplicate comments (12)
README.md (12)

5-5: Use proper heading syntax instead of bold text (markdownlint MD036).

Replace the bold tagline with an actual Markdown heading.

-**Your Intelligent Photo Gallery - Powered by AI, Protected by Privacy**
+## Your Intelligent Photo Gallery — Powered by AI, Protected by Privacy

8-8: Replace placeholder Discord server ID before merge.

The Discord badge contains your-discord-id which must be replaced with the actual Discord server ID.

-[![Discord](https://img.shields.io/discord/your-discord-id?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)
+[![Discord](https://img.shields.io/discord/<ACTUAL_SERVER_ID>?color=7289da&label=Discord&logo=discord&logoColor=white)](https://discord.gg/hjUhu33uAn)

14-14: Replace emoji-dependent fragment links with explicit anchors for reliability.

The navigation links use unreliable emoji-based fragments (#-features, etc.). Replace them with explicit HTML anchors before the corresponding section headings.

-[Features](#-features) • [Screenshots](#-screenshots) • [Getting Started](#-getting-started) • [Contributing](#-contributing) • [Documentation](#-documentation)
+<a name="features"></a>
+<a name="screenshots"></a>
+<a name="getting-started"></a>
+<a name="contributing"></a>
+<a name="documentation"></a>
+
+[Features](#features) • [Screenshots](#screenshots) • [Getting Started](#getting-started) • [Contributing](#contributing) • [Documentation](#documentation)

128-128: Update platform heading to match actual setup instructions.

The heading specifies "Windows & Ubuntu/Debian" but the instructions below cover "Windows (PowerShell)" and "Linux/macOS". Update for consistency.

-**Windows & Ubuntu/Debian:**
+**Windows, Linux & macOS:**

131-131: Replace yourusername placeholder in clone URL.

The repository clone URL must use the actual organization name.

-git clone https://github.com/yourusername/PictoPy.git
+git clone https://github.com/AOSSIE-Org/PictoPy.git

166-166: Add language tag to fenced code block (markdownlint MD040).

Specify the language for the ASCII diagram block to comply with markdown linting rules.

-```
+```text
 ┌─────────────────────────────────────────────────────────────┐
 │                     Desktop Application                      │
 ...
 └────────────────────────────────────────────────────────────┘

---

`213-213`: **Replace `yourusername` placeholder in development workflow clone URL.**

Update the repository URL to use the actual organization name.

```diff
-git clone https://github.com/yourusername/PictoPy.git
+git clone https://github.com/AOSSIE-Org/PictoPy.git

288-288: Replace yourusername placeholder in contributors link.

Update the URL to point to the actual organization.

-- Thanks to all our [contributors](https://github.com/yourusername/PictoPy/graphs/contributors)
+- Thanks to all our [contributors](https://github.com/AOSSIE-Org/PictoPy/graphs/contributors)

296-296: Clarify or remove placeholder website link.

The website link includes "(if available)" which suggests it may not exist. Either replace with the actual URL or remove this line.

-- 🌐 [Website](https://pictopy.dev) (if available)
+- 🌐 [Website](https://<ACTUAL_WEBSITE>) 

Or if the website doesn't exist:

-- 🌐 [Website](https://pictopy.dev) (if available)
+

299-299: Replace or remove placeholder contact email.

The email address appears to be a placeholder. Replace with the actual contact email or remove the line if a contact method is unavailable.

-- 📧 [Contact Us](mailto:contact@pictopy.dev)
+- 📧 [Contact Us](mailto:<ACTUAL_EMAIL>)

Or remove if no contact email exists:

-- 📧 [Contact Us](mailto:contact@pictopy.dev)
+

305-305: Use proper heading syntax instead of bold text (markdownlint MD036).

Replace the bold tagline with an actual Markdown heading.

-**Made with ❤️ by the PictoPy Community**
+### Made with ❤️ by the PictoPy Community

309-309: Replace yourusername placeholders in issue tracker links.

Update the URLs to use the actual organization name.

-[Report Bug](https://github.com/yourusername/PictoPy/issues) · [Request Feature](https://github.com/yourusername/PictoPy/issues) · [Join Discord](https://discord.gg/hjUhu33uAn)
+[Report Bug](https://github.com/AOSSIE-Org/PictoPy/issues) · [Request Feature](https://github.com/AOSSIE-Org/PictoPy/issues) · [Join Discord](https://discord.gg/hjUhu33uAn)
📜 Review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 9ad047e and 205a8ff.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🧰 Additional context used
🪛 markdownlint-cli2 (0.18.1)
README.md

5-5: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)


14-14: Link fragments should be valid

(MD051, link-fragments)


166-166: Fenced code blocks should have a language specified

(MD040, fenced-code-language)


256-256: Bare URL used

(MD034, no-bare-urls)


305-305: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

Comment on lines +256 to +257
- 📖 [Full Documentation](https://AOSSIE-Org
PictoPy.github.io/PictoPy)
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⚠️ Potential issue | 🔴 Critical

Fix malformed documentation URL (line break in middle of URL).

The documentation URL is broken across lines and incomplete. Provide the correct, continuous URL.

-- 📖 [Full Documentation](https://AOSSIE-Org
-PictoPy.github.io/PictoPy)
+- 📖 [Full Documentation](https://<ACTUAL_DOCS_SITE>)
🧰 Tools
🪛 markdownlint-cli2 (0.18.1)

256-256: Bare URL used

(MD034, no-bare-urls)

🤖 Prompt for AI Agents
In README.md around lines 256 to 257, the documentation link is broken by a line
break inside the URL; replace the broken split text with a single continuous,
correct URL (for example: https://AOSSIE-Org/PictoPy.github.io/PictoPy) so the
markdown link renders and navigates correctly.

@rahulharpal1603
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Adding emojis to the README and some diagrams doesn't account for "README cleanup". Also there is no linked issue, you opened a PR directly.

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2 participants