Agent Skill for complex work: research before asking, ask before planning, plan before building, verify before delivering, independent review before calling it done. Plain text, no runtime.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#808
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
SureForge gained 10 stars in the last 30 days, about 1 a day, and now has 115. It is about 1 year old and has averaged roughly 115 stars a year. It ranks #808 among Python repositories and #6,901 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#6209
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
SureForge has maintained a continuous presence across global trending indexes, peaking at #6209. Below is the 30-day activity profile:
💡 Overview
SureForge is an open-source project written in Python: Agent Skill for complex work: research before asking, ask before planning, plan before building, verify before delivering, independent review before calling it done. Plain text, no runtime.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, ai-agents, claude-code. 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 Python 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
$ pip install SureForge⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
SureForge coordinates its core functionality through a modular Python 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 SureForge.
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 SureForge using your package manager: `pip install SureForge`
Initialize your project workspace or configuration file for SureForge.
Import SureForge into your codebase or invoke it directly from your terminal.
Execute your test suite or run `SureForge --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Da7-Tech/SureForge is currently ranked #6,901 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,875 | dboudreau00/Conformiti | Python | ★ 116 | Compare ↗ |
| #6,875 | savellonirourou107-hue/SLX-Studio | Python | ★ 116 | Compare ↗ |
| #6,875 | daseinlabs/open-jev | Python | ★ 116 | Compare ↗ |
| #6,875 | timschneeb/ShizuStore | Kotlin | ★ 116 | Compare ↗ |
| #6,875 | fzakaria/omnibin | Python | ★ 116 | Compare ↗ |
| #6,901 | Da7-Tech/SureForge This Project | Python | ★ 115 | |
| #6,901 | mojombo/egitd | Erlang | ★ 115 | Compare ↗ |
| #6,901 | mhartl/find_mass_assignment | Ruby | ★ 115 | Compare ↗ |
| #6,901 | brown/protobuf | C++ | ★ 115 | Compare ↗ |
| #6,901 | mnaberez/supervisor_twiddler | Python | ★ 115 | Compare ↗ |
| #6,901 | alexrabarts/big_sitemap | Ruby | ★ 115 | Compare ↗ |
Frequently Asked Questions
What does SureForge do? +
Agent Skill for complex work: research before asking, ask before planning, plan before building, verify before delivering, independent review before calling it done. Plain text, no runtime.
What language is SureForge written in? +
The primary language is Python. Topics include: agent-skills, ai-agents, claude-code, code-review, codex.
Is SureForge actively maintained? +
Yes, the last recorded push was on Sep 9, 2026 with 2 open issues being tracked.
How many stars does SureForge have? +
SureForge has 115 stars and 16 forks on GitHub.
How does SureForge rank among GitHub repositories? +
With 115 stars, Da7-Tech/SureForge is ranked #6,901 globally across all repositories tracked on GitHubRepo and #808 among Python projects.
What license is SureForge distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
