Context Optimizer v1.0.0 — Production-Ready Token Efficiency

[anshmajumdar121]

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🎯 Context Optimizer v1.0.0

Production-tested token reduction delivering 5x–27x efficiency gains for Claude AI.

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✨ What's New

This is the inaugural production release of Context Optimizer, bringing enterprise-grade token efficiency to Claude Desktop and Web users.

Core Features

• 🧠 Smart Context Mapping — Generate compressed structural manifests (5-15KB for 10K+ files)
• ⚡ Zero Dependencies — Pure Python 3.8+ standard library implementation
• 🔌 Claude Skill Integration — Custom Instructions for persistent optimization
• 📋 One-Click Prompts — Instant activation without installation
• 🌍 Multi-Language Support — 15+ programming languages out of the box

Performance

Metric	Result
Max Token Reduction	27x
Median Reduction	11.3x
Manifest Size	5-15KB (10K+ files)
Setup Time	< 30 seconds

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🚀 Quick Start

# Clone repository
git clone https://github.com/anshmajumdar121/context-optimizer.git

# Generate manifest
python tools/context_mapper.py /path/to/your/project

# Upload to Claude and start saving!

📖 Full Documentation: https://github.com/anshmajumdar121/context-optimizer#readme
🌐 Live Demo: https://anshmajumdar121.github.io/context-optimizer/

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📦 Assets

• Source Code (zip)
• Source Code (tar.gz)

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🔒 Security & Compliance

• ✅ 100% local execution — no code leaves your infrastructure
• ✅ Clean-room implementation — zero proprietary dependencies
• ✅ MIT Licensed — full commercial usage rights
• ✅ No API integration required

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🤝 Community

• Discussions: https://github.com/anshmajumdar121/context-optimizer/discussions
• Issues: https://github.com/anshmajumdar121/context-optimizer/issues
• Contributing: See CONTRIBUTING.md

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Full Changelog: https://github.com/anshmajumdar121/context-optimizer/blob/main/CHANGELOG.md

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Built with ❤️ by developers who care about token efficiency.

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This discussion was created from the release Context Optimizer v1.0.0 — Production-Ready Token Efficiency.

[anshmajumdar121]

How context-optimizer directly cuts your Claude API bill

If you're burning through Claude API credits faster than expected, the culprit is almost always context bloat — Claude reading 10–15 files per task when it only needs 2–3.

Here's what the numbers look like on a real codebase:

Health Sync (130 files, React + Firebase)

Task	Without optimizer	With optimizer	Savings
Fix auth bug	175,229 tokens	4,629 tokens	37x
Debug food scanner	175,229 tokens	6,656 tokens	26x
Add dashboard widget	175,229 tokens	8,805 tokens	20x
Update nutrition UI	175,229 tokens	13,363 tokens	13x

At Claude's pricing, that's the difference between $0.50 and $0.013 per task. Run 50+ Claude sessions a month on a real codebase and this compounds into serious money.

Why it works

Without any instructions, Claude reads every file it thinks might be relevant — often 10–15 before answering. With context-optimizer, Claude reads the manifest first (5–15KB), fetches 2–3 targeted files, then answers. Same result. Fraction of the context.

The two pieces:

1. CONTEXT_MANIFEST.md — a structural index Claude reads instead of scanning directories
2. Core skill — custom instructions that enforce manifest-first reasoning and cap file reads at 3/turn

Get started in one command:

npm install -g @anshmaj121/context-optimizer
context-optimizer init ./your-project
python3 tools/context_mapper.py ./your-project

Upload the generated CONTEXT_MANIFEST.md to a Claude Project as Knowledge — done. Every session after that runs lean.

100% local. No API keys. No code leaves your machine.