granawkins/rawdog

Health v2 · maintenance only

Adoption not part of the score

1804 stars · 139 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Rawdog is a CLI assistant that responds to natural-language prompts by generating and auto-executing Python scripts. It uses a recursive self-augmentation approach (an alternative to RAG) where script outputs are fed back into the conversation to iteratively complete tasks.

Use cases

• generate and run python scripts from natural language prompts
• analyze csv files in a directory with pandas
• inspect active ports and manage processes from the cli
• automate repo setup from a readme
• plot disk usage of files and folders
• cli ai assistant that executes code

When to choose

• you want an LLM assistant that acts on your local machine via Python
• you need iterative tasks where script output informs the next step
• you want to use various LLM providers including local models via litellm

When to avoid

• you cannot tolerate auto-executed arbitrary code without review
• you need a sandboxed or production-safe agent environment
• you don't want to expose an LLM API key or pay per request

Facets

cli-tool · maturity active

cli agent-framework llm-inference developer-tools artificial-intelligence developer-tools cli python cross-platform ai-assistant code-generation auto-execution rag-alternative litellm openai ai-agents command-line automation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="granawkins/rawdog")