agentsociety-generate-paper
Generate academic paper PDF from experiment analysis results.
Generate academic paper PDF from experiment analysis results.
Manage research hypotheses with add, get, list, delete actions.
Search academic literature from remote API and save to workspace papers directory.
Fetch the current world observation for this tick.
Run, monitor, or stop AgentSociety2 simulation experiments.
Scan and query available agent and environment classes in the AgentSociety2 workspace.
Review Java OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Java instrumentor package — whether it's a new instrumentor, a PR that modifies one, or when the user asks to audit/review/check an existing instrumentor's code quality. Trigger on phrases like "review the instrumentor", "check the Java code", "audit the package", "is this instrumentor correct", or any request to validate an OpenInference Java instrumentation package against project standards.
Security advisory feed with automated NVD CVE polling for OpenClaw-related vulnerabilities. Updated daily.
Use when you need to run ASO controller CRUD tests or sample tests, verify recordings play back correctly, or re-record after changes.
Use when ASO controller CRUD tests or sample tests fail during playback or recording, to diagnose the failure and re-record if needed.
End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures
Structured literature search and synthesis with citation extraction and gap identification
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
Multi-agent slide review (visual, pedagogy, proofreading). Use for comprehensive quality check before milestones.
Validate bibliography entries against citations in all lecture files. Find missing entries and unused references.
Verdict PR review comments pragmatically - address valid ones, dismiss over-engineered or incorrect ones, and respond to each. Use this skill when handling PR review feedback, code review comments, or when asked to address reviewer suggestions.
Search and discover academic papers from arXiv and web sources using arxiv_to_prompt and web search. Use when the user asks to find research papers, search arXiv, look up scientific literature, do a literature review, or needs academic references.
Conduct thorough academic peer reviews with structured feedback using load_pdf and arxiv_to_prompt. Use when the user asks to review a paper, provide manuscript feedback, critique research, or write a referee report.
Load, analyze, and visualize datasets using pandas with AG Grid display. Use when the user asks to analyze CSV data, explore a dataframe, create charts, filter tabular data, or display spreadsheet-like results.
Monitor/babysit a job continuously and recover on failure. Use when asked to babysit, monitor, or watch a job, pipeline, workflow, or training run.
Retire legacy experiment scripts behind an archive tag and leave breadcrumbs on GitHub issues. Use when asked to archive, clean up, or retire old experiments.
Curate the experiment report index after new experiments are harvested. Use when asked to organize, categorize, or update the experiment reports index.