Get Shit Done: A Meta-Prompting, Context Engineering and Spec-Driven Dev System
github.com
March 17, 2026
16 min read
Summary
Get Shit Done is a lightweight meta-prompting and context engineering system designed for Claude Code, OpenCode, Gemini CLI, Codex, Copilot, and Antigravity. It addresses context rot and is compatible with Mac, Windows, and Linux, allowing users to efficiently build specifications without unnecessary complications.
Key Takeaways
- GSD is a meta-prompting and context engineering system designed for Claude Code and other AI coding tools, aimed at improving development efficiency.
- The system addresses context rot, enhancing the reliability of AI-generated code by providing necessary context and verification.
- GSD is compatible with multiple platforms including Mac, Windows, and Linux, and is trusted by engineers at major companies like Amazon and Google.
- Users can install GSD using the command `npx get-shit-done-cc@latest`, with options for global or local installation across various AI runtimes.
Community Sentiment
MixedPositives
- Using openspec has significantly boosted my productivity, allowing me to generate nearly all my code with high efficiency and deploy multiple times a day.
- The comparison between frameworks like superpowers and this new system could provide valuable insights into optimizing AI-driven development workflows.
Concerns
- The frameworks can consume up to 10 times more tokens, leading to concerns about cost-effectiveness and diminishing returns on outcomes.
- One user found the output to be excessively verbose, generating too many files and complicating updates as user requirements evolved.
Source
github.com
Published
March 17, 2026
Reading Time
16 minutes
Relevance Score
67/100
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