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Created January 16, 2026 10:13
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ASO Atlas Analysis Report v2
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ASO Atlas Repository Analysis Report</title>
<style>
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h2 {
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margin-bottom: 20px;
padding-bottom: 10px;
border-bottom: 2px solid #e2e8f0;
display: flex;
align-items: center;
gap: 10px;
}
h3 {
color: var(--text);
margin: 20px 0 15px;
}
.grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(280px, 1fr));
gap: 20px;
margin: 20px 0;
}
.stat-card {
background: linear-gradient(135deg, #f0f9ff, #e0f2fe);
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width: 100%;
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background: #f8fafc;
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padding: 20px;
font-family: monospace;
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.file-tree li {
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}
.bar-fill {
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display: flex;
align-items: center;
padding-left: 10px;
color: white;
font-size: 0.85em;
font-weight: 600;
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.footer {
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padding: 30px;
color: white;
font-size: 0.9em;
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.footer a {
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content: ' ▼';
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padding: 15px 20px;
margin: 15px 0;
border-radius: 0 8px 8px 0;
}
</style>
</head>
<body>
<div class="container">
<div class="card header">
<h1>🗺️ ASO Atlas Analysis</h1>
<p class="subtitle">Comprehensive Repository Analysis Report</p>
<div style="margin-top: 20px;">
<span class="badge badge-primary">Python</span>
<span class="badge badge-success">Data Analysis</span>
<span class="badge badge-warning">App Store</span>
<span class="badge badge-danger">Sandbox Limited</span>
</div>
<p style="margin-top: 15px; color: var(--muted);">
Generated: 2026-01-16 10:08 UTC | Repository: <a href="https://github.com/barneyhill/aso_atlas" style="color: var(--primary);">barneyhill/aso_atlas</a>
</p>
</div>
<div class="card">
<h2><span class="section-icon">⚠️</span> Environment Status</h2>
<div class="alert alert-warning">
<span class="alert-icon">🔒</span>
<div>
<strong>Analysis Limited by Sandbox Environment</strong>
<p style="margin-top: 5px; color: var(--muted);">
This analysis is running in a restricted Docker sandbox without network access or essential development tools.
Full analysis requires host-level execution or an enhanced sandbox configuration.
</p>
</div>
</div>
<h3>Tool Availability Matrix</h3>
<table>
<thead>
<tr><th>Tool</th><th>Required</th><th>Available</th><th>Impact</th></tr>
</thead>
<tbody>
<tr><td><code>git</code></td><td>✅ Yes</td><td>❌ No</td><td>Cannot clone repository</td></tr>
<tr><td><code>curl/wget</code></td><td>✅ Yes</td><td>❌ No</td><td>Cannot download files</td></tr>
<tr><td><code>python3</code></td><td>✅ Yes</td><td>❌ No</td><td>Cannot run analysis scripts</td></tr>
<tr><td><code>uv/pip</code></td><td>✅ Yes</td><td>❌ No</td><td>Cannot install dependencies</td></tr>
<tr><td><code>gh</code> CLI</td><td>⚪ Optional</td><td>❌ No</td><td>Cannot query GitHub API</td></tr>
<tr><td>Network</td><td>✅ Yes</td><td>❌ Blocked</td><td>No external connectivity</td></tr>
<tr><td><code>perl</code></td><td>⚪ Fallback</td><td>✅ v5.36</td><td>Available but limited (no SSL)</td></tr>
<tr><td><code>bash</code></td><td>✅ Yes</td><td>✅ v5.2</td><td>Basic shell operations work</td></tr>
</tbody>
</table>
</div>
<div class="card">
<h2><span class="section-icon">📊</span> Repository Overview</h2>
<div class="grid">
<div class="stat-card">
<h4>Repository Name</h4>
<div class="value" style="font-size: 1.2em;">aso_atlas</div>
<p style="color: var(--muted);">by barneyhill</p>
</div>
<div class="stat-card">
<h4>Domain</h4>
<div class="value" style="font-size: 1.2em;">ASO</div>
<p style="color: var(--muted);">App Store Optimization</p>
</div>
<div class="stat-card">
<h4>Type</h4>
<div class="value" style="font-size: 1.2em;">Data/Analysis</div>
<p style="color: var(--muted);">Atlas = Comprehensive Dataset</p>
</div>
</div>
<div class="alert alert-info">
<span class="alert-icon">💡</span>
<div>
<strong>About ASO (App Store Optimization)</strong>
<p style="margin-top: 5px;">
ASO is the process of improving an app's visibility in app stores (Apple App Store, Google Play Store).
Key factors include: keywords, app title, description, screenshots, ratings, reviews, and download velocity.
An "atlas" typically implies a comprehensive mapping or collection of data in this domain.
</p>
</div>
</div>
<h3>Likely Repository Contents</h3>
<p style="color: var(--muted); margin-bottom: 15px;">Based on naming conventions and typical ASO research repositories:</p>
<div class="file-tree">
<ul>
<li class="folder">📁 aso_atlas/</li>
<ul>
<li class="file">📄 README.md - Project documentation</li>
<li class="file">📄 requirements.txt / pyproject.toml - Python dependencies</li>
<li class="folder">📁 data/</li>
<ul>
<li class="file">📊 app_metadata.csv - App store listings data</li>
<li class="file">📊 keywords.csv - Keyword rankings/volumes</li>
<li class="file">📊 categories.json - App category mappings</li>
</ul>
<li class="folder">📁 scripts/ or src/</li>
<ul>
<li class="file">🐍 scraper.py - Data collection scripts</li>
<li class="file">🐍 analysis.py - Data analysis utilities</li>
<li class="file">🐍 visualizations.py - Chart generation</li>
</ul>
<li class="folder">📁 notebooks/</li>
<ul>
<li class="file">📓 exploration.ipynb - Data exploration</li>
<li class="file">📓 analysis.ipynb - Statistical analysis</li>
</ul>
</ul>
</ul>
</div>
</div>
<div class="card">
<h2><span class="section-icon">🔬</span> Expected Analysis Components</h2>
<h3>Data Analysis Pipeline</h3>
<p style="color: var(--muted); margin-bottom: 20px;">
When full access is available, the following analyses would be performed:
</p>
<div class="grid">
<div style="background: #f0fdf4; padding: 20px; border-radius: 12px; border: 1px solid #86efac;">
<h4 style="color: var(--success);">📈 Statistical Analysis</h4>
<ul style="margin-top: 10px; color: var(--muted); list-style: none;">
<li>✓ Distribution of app ratings</li>
<li>✓ Download count correlations</li>
<li>✓ Keyword frequency analysis</li>
<li>✓ Category performance metrics</li>
</ul>
</div>
<div style="background: #eff6ff; padding: 20px; border-radius: 12px; border: 1px solid #93c5fd;">
<h4 style="color: var(--primary);">📊 Visualizations</h4>
<ul style="margin-top: 10px; color: var(--muted); list-style: none;">
<li>✓ Rating distribution histograms</li>
<li>✓ Category breakdown pie charts</li>
<li>✓ Time series trend analysis</li>
<li>✓ Correlation heatmaps</li>
</ul>
</div>
<div style="background: #fef3c7; padding: 20px; border-radius: 12px; border: 1px solid #fcd34d;">
<h4 style="color: var(--warning);">🔍 Code Analysis</h4>
<ul style="margin-top: 10px; color: var(--muted); list-style: none;">
<li>✓ Dependency mapping</li>
<li>✓ Code complexity metrics</li>
<li>✓ Module structure analysis</li>
<li>✓ Documentation coverage</li>
</ul>
</div>
</div>
</div>
<div class="card">
<h2><span class="section-icon">🛠️</span> Host Execution Commands</h2>
<p style="color: var(--muted); margin-bottom: 20px;">
Run these commands on the host (not in sandbox) to perform the full analysis:
</p>
<h3>1. Clone and Setup</h3>
<pre>
# Clone the repository
git clone https://github.com/barneyhill/aso_atlas.git /tmp/aso_atlas
cd /tmp/aso_atlas
# Set up Python environment with uv
uv venv --python 3.13
source .venv/bin/activate
# Install dependencies (if requirements.txt exists)
if [ -f "requirements.txt" ]; then
uv pip install -r requirements.txt
fi
# Or install common analysis packages
uv pip install pandas numpy matplotlib seaborn plotly jupyter scikit-learn</pre>
<h3>2. Explore Repository</h3>
<pre>
# List all files
find . -type f -name "*.py" -o -name "*.csv" -o -name "*.json" -o -name "*.ipynb"
# Check for data files
ls -la data/ 2>/dev/null || echo "No data directory"
# View README
cat README.md 2>/dev/null | head -100</pre>
<h3>3. Generate Analysis Report</h3>
<pre>
python3 << 'PYEOF'
import os
import json
from pathlib import Path
# Scan repository structure
def scan_repo(path):
structure = {"files": [], "dirs": [], "stats": {}}
for root, dirs, files in os.walk(path):
for f in files:
full_path = os.path.join(root, f)
rel_path = os.path.relpath(full_path, path)
ext = Path(f).suffix
size = os.path.getsize(full_path)
structure["files"].append({
"path": rel_path,
"ext": ext,
"size": size
})
structure["stats"][ext] = structure["stats"].get(ext, 0) + 1
return structure
repo_data = scan_repo("/tmp/aso_atlas")
print(json.dumps(repo_data, indent=2))
PYEOF</pre>
</div>
<div class="card">
<h2><span class="section-icon">📋</span> Analysis Checklist</h2>
<table>
<thead>
<tr><th>Task</th><th>Status</th><th>Details</th></tr>
</thead>
<tbody>
<tr>
<td>Clone repository</td>
<td><span class="badge badge-danger">Blocked</span></td>
<td>No git or network access</td>
</tr>
<tr>
<td>Install dependencies</td>
<td><span class="badge badge-danger">Blocked</span></td>
<td>No Python or pip/uv</td>
</tr>
<tr>
<td>Analyze data files</td>
<td><span class="badge badge-warning">Pending</span></td>
<td>Requires repo access</td>
</tr>
<tr>
<td>Generate visualizations</td>
<td><span class="badge badge-warning">Pending</span></td>
<td>Requires matplotlib/plotly</td>
</tr>
<tr>
<td>Code structure analysis</td>
<td><span class="badge badge-warning">Pending</span></td>
<td>Requires file access</td>
</tr>
<tr>
<td>Create HTML report</td>
<td><span class="badge badge-success">Complete</span></td>
<td>This document (with limitations)</td>
</tr>
</tbody>
</table>
</div>
<div class="card">
<h2><span class="section-icon">💡</span> Recommendations</h2>
<div class="content-preview">
<h4>Option 1: Run on Host</h4>
<p>Execute the analysis directly on the MacBook where git, python, and uv are available.
The host has full network access and can clone repositories without restrictions.</p>
</div>
<div class="content-preview">
<h4>Option 2: Enhanced Sandbox</h4>
<p>Request a Docker container with Python, git, and network access enabled.
This would allow the subagent to perform full analysis in isolation.</p>
</div>
<div class="content-preview">
<h4>Option 3: Pre-fetch Data</h4>
<p>Clone the repository on the host first, then mount the directory into the sandbox.
This keeps network operations on the host while allowing analysis in the sandbox.</p>
</div>
</div>
<div class="card" style="background: linear-gradient(135deg, #1e293b, #334155); color: white;">
<h2 style="color: white; border-bottom-color: #475569;"><span class="section-icon" style="background: linear-gradient(135deg, #fbbf24, #f59e0b);">🎯</span> Summary</h2>
<p style="font-size: 1.1em; line-height: 1.8; color: #cbd5e1;">
The <strong style="color: #fbbf24;">barneyhill/aso_atlas</strong> repository likely contains App Store Optimization data and analysis tools.
Due to sandbox network restrictions, a full analysis could not be performed.
</p>
<p style="margin-top: 20px; color: #94a3b8;">
To complete this analysis, the main agent should either:
</p>
<ul style="margin-top: 10px; color: #94a3b8; list-style: none;">
<li>✦ Execute on host with full network access</li>
<li>✦ Use an enhanced sandbox with required tools</li>
<li>✦ Pre-fetch the repository and mount into sandbox</li>
</ul>
</div>
<div class="footer">
<p>
<strong>Generated by:</strong> Clawdbot Subagent (aso-atlas-v2)<br>
<strong>Session:</strong> agent:main:subagent:aeb0778b-493a-4c93-b286-7370663445a5<br>
<strong>Runtime:</strong> Debian 12 (arm64) | Docker Sandbox | No Network<br><br>
<a href="https://github.com/barneyhill/aso_atlas">View Repository on GitHub →</a>
</p>
</div>
</div>
</body>
</html>
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