{"id":30226384,"url":"https://github.com/skyworkai/skywork-deepresearch","last_synced_at":"2026-02-11T04:31:55.024Z","repository":{"id":309770284,"uuid":"1037185166","full_name":"SkyworkAI/Skywork-DeepResearch","owner":"SkyworkAI","description":null,"archived":false,"fork":false,"pushed_at":"2025-08-13T17:16:21.000Z","size":145,"stargazers_count":25,"open_issues_count":1,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-12-23T04:36:39.221Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SkyworkAI.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-08-13T07:34:03.000Z","updated_at":"2025-09-23T19:59:06.000Z","dependencies_parsed_at":"2025-08-13T19:37:59.226Z","dependency_job_id":null,"html_url":"https://github.com/SkyworkAI/Skywork-DeepResearch","commit_stats":null,"previous_names":["skyworkai/skywork-deepresearch"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SkyworkAI/Skywork-DeepResearch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SkyworkAI%2FSkywork-DeepResearch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SkyworkAI%2FSkywork-DeepResearch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SkyworkAI%2FSkywork-DeepResearch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SkyworkAI%2FSkywork-DeepResearch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SkyworkAI","download_url":"https://codeload.github.com/SkyworkAI/Skywork-DeepResearch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SkyworkAI%2FSkywork-DeepResearch/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29327091,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-11T03:52:29.695Z","status":"ssl_error","status_checked_at":"2026-02-11T03:52:23.094Z","response_time":97,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-08-14T16:38:28.709Z","updated_at":"2026-02-11T04:31:55.017Z","avatar_url":"https://github.com/SkyworkAI.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Skywork-DeepResearch\n\n\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\"assets/skywork_logo.png\" width=\"60%\" alt=\"Skywork\"/\u003e\n\u003c/div\u003e\n\n## 🔥 Highlights\n\nSkywork-DeepResearch V2 represents a breakthrough in deep research agents, combining a novel data synthesis piepline and an end-to-end reinforcement learning pipeline with cutting-edge techniques for verification and reward shaping. Our approach features:\n\n- **Advanced RL Pipeline**: Non-symmetric verification coupled with dense, clue-aware reward shaping\n- **High-Quality Synthetic Data**: Built through a two-stage process that iteratively enhances the quality, diversity, and complexity of the data\n- **Efficient Infrastructure**: Parallel inference capabilities and self-learning multi-agent loops enable rapid continual improvement\n- **State-of-the-Art Performance**: Sets new benchmarks on demanding web-research tasks, outperforming Claude-4-Opus, GLM-4.5, and other leading systems\n\nSkywork-DeepResearch V2 is now available through API access.\n\n## 📊 Evaluation\n\nSkywork-DeepResearch V2 demonstrates exceptional performance on the [BrowseComp](https://arxiv.org/abs/2504.12516) benchmark, establishing new state-of-the-art results. The following evaluation shows our model significantly outperforming strong baselines including Claude-4-Opus, GLM-4.5, and other leading systems.\n\nWith parallel thinking enabled, Skywork-DeepResearch V2 achieves **38.7% accuracy**, surpassing the previous state-of-the-art (Grok-4) by an impressive 6.1 percentage points.\n\n![BrowseComp Performance Comparison](assets/browsecomp_perf.jpeg)\n\n## 📦 API Access and Usage\n\nSkywork-DeepResearch V2 is currently available through API access. To request access, please submit an application to **deepresearch@skywork.ai** with the following information:\n\n- **Affiliated Institution**: Your organization or academic institution\n- **Intended Usage**: Detailed description of your use case and research objectives\n- **Expected Maximum Concurrent Requests**: Estimated API load requirements\n- **Contact Information**: Primary contact details for technical correspondence\n- **Additional Requirements**: Any specific needs or constraints for your implementation\n\nOur team will review your application and provide access credentials along with API usage instructions upon approval.\n\n## 📧 Contact\n\nFor questions, support, or general inquiries about Skywork-DeepResearch V2, please contact us at **deepresearch@skywork.ai**.\n\n## 📚 Citation\n\nIf you find our work helpful or use it in your research, please consider citing:\n\n```bibtex\n@misc{skywork2025deepresearch,\n  title = {Skywork-DeepResearch},\n  author = {Skywork AI},\n  howpublished = {\\url{https://github.com/SkyworkAI/Skywork-DeepResearch}},\n  year = {2025},\n}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fskyworkai%2Fskywork-deepresearch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fskyworkai%2Fskywork-deepresearch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fskyworkai%2Fskywork-deepresearch/lists"}