by prime-radiant-inc · Agent Tool · ★ 66
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Serf A non-interactive coding agent. Give it a prompt, it does the work. Serf uses the LLM's native tool-calling to read files, write files, run commands, and search code in a loop until the work is complete. It supports OpenAI, Anthropic, and Google models. For how the code is organized — modules, layout, and the build workspace — see docs/architecture.md. Build Build the standalone one-shot client (no agent loop): Build the multi-session web orchestrator: Usage The prompt can be passed as arguments or piped via stdin: llmcall (One-Shot LLM Client) This repo also includes , a minimal CLI wrapper around the unified library for single “throwaway” calls. Properties: Exactly one LLM call (no agent loop). Tool calls are forbidden (). If the model returns tool calls, fails. No system prompt by default. You can optionally provide one, or force-disable with . Build: Examples: bash ./llmcall --provider openai --model gpt-5-mini-2025-08-07 "Write a haiku about build pipelines." JSON mode: parses a
| Stars | 66 |
| Forks | 3 |
| Language | Go |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 67.6421908497872/100 |
| Open Issues | 6 |
| Last Updated | 2026-07-03 |
| Created | 2026-02-10 |
| Platforms | cli, go |
| Est. Tokens | ~18k |
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serf is A non-interactive coding agent: give it a prompt and it reads, writes, runs commands, and searches code in a loop until the work is done, using native tool-calling across OpenAI, Anthropic, and Google. It is categorized as a Agent Tool with 66 GitHub stars.
serf is primarily written in Go. It covers topics such as ai-agent, cli, coding-agent.
You can find installation instructions and usage details in the serf GitHub repository at github.com/prime-radiant-inc/serf. The project has 66 stars and 3 forks, indicating an active community.
serf is released under the MIT license, making it free to use and modify according to the license terms.
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