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Conduct a structured research survey on a topic, combining academic papers and open-source projects
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Stage and commit current changes with an auto-generated conventional-commits message. From main, first creates a feature branch. Does NOT push.
Push unpushed commits on the current branch to GitHub and open a PR via gh CLI. Aborts if there are no unpushed commits. Ignores working tree state entirely — for uncommitted changes use /commit first.
Search arxiv for academic papers on a given topic, return structured summaries
Compare multiple agent memory systems by analyzing their code, benchmarks, and architecture
Deep-dive into a GitHub repo - analyze architecture, code patterns, and design decisions
Basierend auf der SOC-Berufsklassifikation
| name | research-survey |
| description | Conduct a structured research survey on a topic, combining academic papers and open-source projects |
| user_invocable | true |
| arguments | [{"name":"topic","description":"The research topic to survey","required":true},{"name":"output","description":"Output file path for the survey report (default writes to repo_pages/surveys/)","required":false}] |
Conduct a comprehensive research survey combining academic and open-source sources.
${topic} from arxiv, ACL, NeurIPS, ICML, etc.${topic} (sort by stars, recency)${output} or repo_pages/surveys/${topic}-survey.md if no output specified