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Inspect execution traces, debug runs, analyze flow.
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Based on SOC occupation classification
Introduce Sophon and list available capabilities. Use ONLY when the user explicitly asks who you are, what you can do, what your capabilities are, or what skills you have. Do NOT call for greetings, small talk, or when the user has not asked about your identity or capabilities.
Deep research on a topic. Decomposes question into sub-questions, searches and fetches web sources in parallel, synthesizes a structured report with inline citations and a source list. Use when user asks for in-depth research, comprehensive analysis, or a structured report.
Process xlsx workbooks; fill columns from web via key column (URL→crawl, else search), LLM extract per batch. Tools: list_sheets, read_structure, read_sample, fill_by_column. Cross-sheet copy via copy_columns / copy_column_map.
System anomalies, errors, latency diagnosis. Logs, traces, metrics. Orchestrates log-analyze, trace, metrics primitives. Fetches data, frontend renders charts.
Web scraping via Playwright. Use when user wants to fetch page content or scrape a URL.
Memory recall and history exploration. Use for any question about past conversations, previous topics, what the user asked before, or recent activity. Replaces the memory skill.
| name | trace |
| description | Inspect execution traces, debug runs, analyze flow. |
| metadata | {"type":"primitive","dependencies":""} |
List recent trace sessions. Pass limit to control how many.
Query traces. Stats-level, session_id optional; omit for global view.
Statistical analysis of traces. Stats-level, session_id optional; omit for global.
