{"data":{"slug":"foryourhealth111-pixel-vibe-skills","name":"Vibe-Skills","tagline":"all-in-one AI skills package for upgrading AI agent functionality","github_url":"https://github.com/foryourhealth111-pixel/Vibe-Skills","owner":"foryourhealth111-pixel","repo":"Vibe-Skills","owner_avatar_url":"https://avatars.githubusercontent.com/u/251585801?v=4","primary_language":"Python","stars":2502,"forks":185,"topics":["agent-framework","agent-skills","agentic-coding","ai-agents","ai-scientist","ai-skills","ai-workflow","automation","claude-code","codex","context-engineering","developer-tools","llm","multi-agent","prompt-engineering","skills","vibe-coding","vibecoding","workflow-automation"],"archived":false,"github_pushed_at":"2026-07-22T07:57:40+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/foryourhealth111-pixel-vibe-skills","markdown_url":"https://www.graphcanon.com/tools/foryourhealth111-pixel-vibe-skills.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/foryourhealth111-pixel-vibe-skills","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=foryourhealth111-pixel-vibe-skills","description":"VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.","homepage_url":null,"license":"Apache-2.0","open_issues":15,"watchers":24,"ai_summary":"Vibe-Skills provides expert-level capabilities and context management to enhance any AI agent's performance by eliminating tool fragmentation.","readme_excerpt":"<div align=\"right\">\n  <strong>English</strong> | <a href=\"./README.zh.md\">中文</a>\n</div>\n\n<div align=\"center\">\n\n<img src=\"./logo.png\" width=\"124\" alt=\"VibeSkills logo\">\n\n<h1 align=\"center\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"./docs/assets/readme-wordmark-dark.svg\">\n    <img src=\"./docs/assets/readme-wordmark-light.svg\" width=\"500\" alt=\"VibeSkills\">\n  </picture>\n</h1>\n\n<picture>\n  <source media=\"(prefers-color-scheme: dark)\" srcset=\"./docs/assets/readme-tagline-en-dark.svg\">\n  <img src=\"./docs/assets/readme-tagline-en-light.svg\" width=\"560\" alt=\"VibeSkills is a general-purpose Skill that automatically routes local Skills and intelligently orchestrates harness workflows.\">\n</picture>\n\n<br>\n\n<a href=\"https://github.com/foryourhealth111-pixel/Vibe-Skills/releases/latest\">\n  <strong>Latest release · v4.0.0</strong>\n</a>\n\n<br>\n\n<a href=\"./docs/install/README.en.md\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"./docs/assets/install-cta-en-dark.svg\">\n    <source media=\"(prefers-color-scheme: light)\" srcset=\"./docs/assets/install-cta-en-light.svg\">\n    <img src=\"./docs/assets/install-cta-en-light.svg\" width=\"210\" height=\"38\" alt=\"Install VibeSkills\">\n  </picture>\n</a>\n\n<br>\n\n<a href=\"./docs/quick-start.en.md\">Quick start</a> ·\n<a href=\"https://github.com/foryourhealth111-pixel/Vibe-Skills/releases/latest\">Release notes</a> ·\n<a href=\"./docs/README.md\">Documentation</a> ·\n<a href=\"https://github.com/foryourhealth111-pixel/Vibe-Skills/stargazers\">Star the project</a>\n\n</div>\n\n<p align=\"center\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark) and (max-width: 600px)\" srcset=\"./docs/assets/readme-preface-v2-en-mobile-dark.svg\">\n    <source media=\"(prefers-color-scheme: light) and (max-width: 600px)\" srcset=\"./docs/assets/readme-preface-v2-en-mobile-light.svg\">\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"./docs/assets/readme-preface-v2-en-dark.svg\">\n    <source media=\"(prefers-color-scheme: light)\" srcset=\"./docs/assets/readme-preface-v2-en-light.svg\">\n    <img src=\"./docs/assets/readme-preface-v2-en-light.svg\" width=\"900\" alt=\"Skills are excellent local assets of reusable experience. After downloading and installing many Skills, it is easy to sometimes forget which Skills have already been installed and not know which Skills to invoke. Further, when a complex task involves the combined organization and invocation of multiple Skills from different domains, planning becomes complicated for people: they must explain to the AI in detail which Skills each module should use, while the AI may forget these designs during execution. Many current harness frameworks do not actively plan how to make good use of local Skill resources, and may even fall into an either-or scheduling conflict between the harness framework and domain Skill resources. The core of this project is to follow harness frameworks similar to Superpower and GSD. Based on modular decomposition by the planning state machine, it uses different Skills to assist different modules, fully schedules existing local resources, reduces users' planning and cognitive burden, and gives users an end-to-end delivery experience. It is committed to becoming a handy steward for the Skill resources around you. When a complex task appears, it can help users slowly sort out which modules are needed and which good experiences can be reused, then deliver an excellent result.\">\n  </picture>\n</p>\n\n<a id=\"vibeskills-ml-practice-case\"></a>\n<h2 align=\"center\">\n  <picture>\n    <source media=\"(prefers-color-scheme: dark)\" srcset=\"./docs/assets/readme-chapter-01-en-dark.svg\">\n    <img src=\"./docs/assets/readme-chapter-01-en-light.svg\" width=\"720\" alt=\"VibeSkills Practice Case: Completing a Machine-Learning Experiment\">\n  </picture>\n</h2>\n\n> **Task**\n>\n> *Use public data to complete a reproducible classification experiment and deliver a data audit, statistical review, 4 result figures, a scientific report, and a 7-slide group-meeting","github_created_at":"2026-02-22T13:51:44+00:00","created_at":"2026-07-11T11:58:42.446533+00:00","updated_at":"2026-07-28T12:00:07.80205+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"agent-skills","name":"agent-skills"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"context-engineering","name":"context-engineering"},{"slug":"multi-agent","name":"multi-agent"}],"trust":{"provenance":{"is_fork":false,"github_id":1164005541,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-28T12:00:06.939Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":3,"days_since_push":6,"last_release_at":"2026-07-17T02:31:23Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:58:43.635Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-28T12:00:07.398Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-28T12:00:07.398Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-28T12:00:07.398Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"The base package is free for use and modification with commercial rights due to its open-source nature under Apache-2.0; premium services or support might come at a cost."},"requirements":{"notes":["Only requires Python for operation, making it accessible across different operating systems."],"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"when_to_use":["When aiming to integrate expert-level functionalities into an AI agent with minimal setup effort","For developers seeking a cohesive package that simplifies managing the various elements typically found as separate modules or packages"],"when_not_to_use":["If requiring highly specialized tools for niche cases where Vibe-Skills does not offer comprehensive coverage or customization options specific to those needs","When there is an existing integration structure that would be complicated by introducing a broad package like Vibe-Skills, thus favoring finely tailored and isolated component implementations"],"source":"enrich:decision_facts","observed_at":"2026-07-17T00:03:43.545Z"},"constraint_facets":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - The base package is free for use and modification with commercial rights due to its open-source nature under Apache-2.0; premium services or support might come at a cost."},{"label":"Requirements","value":"Only requires Python for operation, making it accessible across different operating systems."},{"label":"Adopt for","value":"Vibe-Skills equips AI agents with advanced capabilities and context management in one package, reducing reliance on multiple fragmented tools."},{"label":"License detail","value":"Vibe-Skills is distributed under the Apache-2.0 license."}]}}