manojmallick/sigmap
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Star History
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+16
STARS · LAST 30 DAYS
1
PER DAY
#515
MOST-STARRED JavaScript
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +16 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
sigmap gained 16 stars in the last 30 days, about 1 a day, and now has 644. It is about 1 year old and has averaged roughly 644 stars a year. It ranks #515 among JavaScript repositories and #6,528 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#6736
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
sigmap has maintained a continuous presence across global trending indexes, peaking at #6736. Below is the 30-day activity profile:
💡 Overview
sigmap is an open-source project written in JavaScript: ~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai, ai-code-review, ai-grounding. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in JavaScript for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ npm install sigmap⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Node.js >= 18 or modern Evergreen browser
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
sigmap coordinates its core functionality through a modular JavaScript pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with sigmap.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install sigmap using your package manager: `npm install sigmap`
Initialize your project workspace or configuration file for sigmap.
Import sigmap into your codebase or invoke it directly from your terminal.
Execute your test suite or run `sigmap --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with JavaScript, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
manojmallick/sigmap is currently ranked #6,528 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,517 | getopenpost/openpost | TypeScript | ★ 646 | Compare ↗ |
| #6,524 | membrane/api-gateway | Java | ★ 645 | Compare ↗ |
| #6,524 | nextcloud/contacts | JavaScript | ★ 645 | Compare ↗ |
| #6,524 | qoomon/git-conventional-commits | JavaScript | ★ 645 | Compare ↗ |
| #6,524 | MorpheApp/morphe-desktop | Kotlin | ★ 645 | Compare ↗ |
| #6,528 | manojmallick/sigmap This Project | JavaScript | ★ 644 | |
| #6,528 | etewiah/property_web_builder | Ruby | ★ 644 | Compare ↗ |
| #6,528 | decentralized-identity/universal-resolver | Java | ★ 644 | Compare ↗ |
| #6,528 | kdsz001/OpenWiki | Rust | ★ 644 | Compare ↗ |
| #6,532 | oroinc/platform | PHP | ★ 643 | Compare ↗ |
| #6,532 | scalar-labs/scalardb | Java | ★ 643 | Compare ↗ |
Frequently Asked Questions
What does sigmap do? +
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
What language is sigmap written in? +
The primary language is JavaScript. Topics include: ai, ai-code-review, ai-grounding, claude, cli.
Is sigmap actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 33 open issues being tracked.
How many stars does sigmap have? +
sigmap has 644 stars and 51 forks on GitHub.
How does sigmap rank among GitHub repositories? +
With 644 stars, manojmallick/sigmap is ranked #6,528 globally across all repositories tracked on GitHubRepo and #515 among JavaScript projects.
What license is sigmap distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
