{"slug":"generic-agent","name":"GenericAgent","vendor":"lsdefine","tagline":"A minimal, self-evolving autonomous agent framework that grows a personal skill tree from 3K lines of seed code, achieving full system contr","url":"https://agentboards.org/agent/generic-agent","website":"https://gaagent.ai","docs":null,"repo":"https://github.com/lsdefine/GenericAgent","category":"framework","execution":["local"],"license":"unknown","open_source":true,"pricing":{"model":"byok","summary":"Requires LLM API keys, no subscription mentioned for the framework itself.","from_usd":null,"free_tier":false,"byok":true},"models":{"backbone":["Claude","Gemini","Kimi","MiniMax"],"bring_your_own_model":true,"local_models":false},"protocols":{"mcp_client":false,"mcp_server":false},"capabilities":{"terminal_exec":true,"browser":true,"multi_file_edit":true,"git_ops":true,"docker_sandbox":false,"multi_agent":false,"headless_ci":false},"context_window":null,"platforms":["macos","linux","windows"],"install":[{"label":"Clone & install (recommended)","command":"git clone https://github.com/lsdefine/GenericAgent.git && cd GenericAgent\nuv venv && uv pip install -e \".[ui]\"\ncp mykey_template_en.py mykey.py"},{"label":"One-line installer (Windows PowerShell)","command":"powershell -ExecutionPolicy Bypass -c \"$env:GLOBAL=1; irm https://raw.githubusercontent.com/lsdefine/GenericAgent/main/assets/ga_install.ps1 | iex\""},{"label":"One-line installer (Linux / macOS)","command":"GLOBAL=1 bash -c \"$(curl -fsSL https://raw.githubusercontent.com/lsdefine/GenericAgent/main/assets/ga_install.sh)\""}],"benchmarks":[],"tags":["self-evolving","autonomous","framework","system-control","skill-tree","minimal","browser-automation","terminal-control","auto-listed"],"github_stars":14276,"metrics":{"stars":14276,"pushed_at":"2026-09-30T09:52:54Z","archived":false,"open_issues":176,"latest_version":"desktop-portable-v0.2.0","latest_version_at":"2026-08-24T04:58:35Z","latest_version_url":"https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0","version_source":"github","checked_at":"2026-10-02T05:03:55.951Z"},"sources":{"license":"https://github.com/lsdefine/GenericAgent","models":"https://github.com/lsdefine/GenericAgent","capabilities":"https://github.com/lsdefine/GenericAgent","install":"https://github.com/lsdefine/GenericAgent"},"verified_at":null,"adoption":{"score":5.6,"signals":{"github_stars":14219},"measured_at":"2026-09-21"},"scores":{"panel":4.4,"adoption":5.6,"spread":3.8,"facts":4.7,"board":4.6,"dimensions":{"reliability":3.2,"usefulness":4.7,"cost":5.5,"longevity":4.3},"per_persona":{"amigo":5.5,"critico":5.8,"profesor":5,"inversora":3.8,"jefa":2,"hacker":4.5},"community":null},"rank":null,"category_rank":113,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"The panel agrees this is a research project, not a production tool, split only on whether the research is worth the risk.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"GenericAgent is a powerful framework for agent research, but its direct control over your system without a sandbox makes it too risky for daily development work.","scores":{"reliability":4,"usefulness":3,"cost":9,"longevity":6},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"This agent gets full system control without a sandbox, making every mistake a potential security incident.","scores":{"reliability":4,"usefulness":6,"cost":7,"longevity":6},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"GenericAgent's design prioritizes local execution and emergent capabilities, but its lack of sandboxing presents a considerable operational risk.","scores":{"reliability":2,"usefulness":5,"cost":7,"longevity":6},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"This is a clever research project, not a business; use it for experimentation, not for production dependencies.","scores":{"reliability":4,"usefulness":7,"cost":1,"longevity":3},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"The core architecture remains a framework for local execution with full system access and no sandbox, which is unchanged from the last review and is a non-starter.","scores":{"reliability":1,"usefulness":2,"cost":3,"longevity":2},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"GenericAgent is a minimal framework for giving an LLM full local system access, but its lack of sandboxing and local model support makes it a risky, cloud-dependent tool.","scores":{"reliability":4,"usefulness":5,"cost":6,"longevity":3},"evidence":["https://gaagent.ai","https://github.com/lsdefine/GenericAgent"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"Grants an LLM full system control over a local computer without a sandbox.","scores":null,"evidence":[]}]}