AgentSDK

Enable main agent to intelligently decompose complex tasks using operator grading system and delegate to appropriate worker subagents. Features: (1) Automatic task complexity analysis, (2) 5-level operator grading (L1-L5), (3) Smart routing (subagent vs ACP), (4) Parallel execution planning, (5) Quality gates and checkpoint support.

Enable main agent to intelligently decompose complex tasks using operator grading system and delegate to appropriate worker subagents. Features: (1) Automatic task complexity analysis, (2) 5-level operator grading (L1-L5), (3) Smart routing (subagent vs ACP), (4) Parallel execution planning, (5) Quality gates and checkpoint support.

Convert PDF, images, and Office files (doc/docx/xls/xlsx/ppt/pptx) to Markdown through an already running MinerU FastAPI service. Use when users request document parsing, OCR extraction, or converting files to markdown/md with MinerU.

When user asks to summarize text, articles, documents, meetings, emails, YouTube transcripts, books, PDFs, reports, conversations, or any long content. Also handles bullet points, key takeaways, action items, TL;DR, ELI5, executive summaries, chapter summaries, comparison summaries, translation summaries, thread summaries, and custom-length summaries. 20-feature AI summarizer with multiple formats, languages, and export options. All processing happens locally — NO external API calls, NO network requests, NO data sent to any server.

Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.

It serves as the ultimate defense layer, monitoring, intercepting, and blocking dangerous actions taken by other skills. TuanziGuardianClaw ensures system security by enforcing strict permission models, protecting sensitive data, preventing data exfiltration, and safeguarding against malicious or harmful operations. With advanced features like skill sandboxes, capability tokens, and real-time auditing, TuanziGuardianClaw ensures a safe and trustworthy environment for OpenClaw users.