{"task":"I need my agent to operate local files and desktop apps in a repeatable workflow.","recommendations":[{"skill":"Bitterbot Desktop","slug":"bitterbot-ai-bitterbot-desktop","description":"A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy.","confidence":"1.00","install":"npx skills add Bitterbot-AI/bitterbot-desktop","repository":"https://github.com/Bitterbot-AI/bitterbot-desktop","stats":{"stars":1886,"downloads":0,"rating":0,"quality_score":64.63},"quality":{"score":99,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"1.9K","tone":"positive"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Unknown","tone":"neutral"}],"warnings":[]},"reasoning":"Strong match. verified author, 65 quality score. A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy."},{"skill":"Agent Framework","slug":"microsoft-agent-framework","description":"A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.","confidence":"1.00","install":"npx skills add microsoft/agent-framework","repository":"https://github.com/microsoft/agent-framework","stats":{"stars":10665,"downloads":0,"rating":0,"quality_score":71.4},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"11K","tone":"positive"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"reasoning":"Strong match. 11K GitHub stars, verified author, 71 quality score. A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET."},{"skill":"OpenSandbox","slug":"alibaba-opensandbox","description":"Secure, Fast, and Extensible Sandbox runtime for AI agents.","confidence":"1.00","install":"npx skills add alibaba/OpenSandbox","repository":"https://github.com/alibaba/OpenSandbox","stats":{"stars":10777,"downloads":0,"rating":0,"quality_score":71.43},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"11K","tone":"positive"},{"label":"Freshness","value":"1d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"reasoning":"Strong match. 11K GitHub stars, verified author, 71 quality score. Secure, Fast, and Extensible Sandbox runtime for AI agents."}],"suggested_composition":{"name":"bitterbot-ai-bitterbot-desktop-pipeline","description":"Suggested composition of bitterbot-ai-bitterbot-desktop + microsoft-agent-framework + alibaba-opensandbox for: I need my agent to operate local files and desktop apps in a repeatable workflow.","skills":["bitterbot-ai-bitterbot-desktop","microsoft-agent-framework","alibaba-opensandbox"]},"suggested_stacks":[{"slug":"web-data-pipeline","name":"Web data pipeline stack","url":"https://www.openagentskill.com/collections/web-data-pipeline","use_case":"web-scraping"},{"slug":"content-growth-agent","name":"Content growth agent stack","url":"https://www.openagentskill.com/collections/content-growth-agent","use_case":"workflow-automation"}],"meta":{"timestamp":"2026-05-23T11:47:41.583Z","api_version":"1.0","total_skills_searched":704,"agent_friendly":true}}