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[Feature Request] Add Skills and Hooks for Extensible Multi-Agent Workflows #130

@Junyi-99

Description

@Junyi-99

adding a Skills and Hooks system similar to what Anthropic Claude offers. This would enable modular, reusable, and event-driven extensions to PaperDebugger's AI agents.

Skills would allow:

  • Encapsulating reusable tasks (e.g., document formatting, structured review passes, citation checks)
  • Sharing and reusing custom workflows across projects
  • Creating pre-defined, step-by-step AI actions that can be automatically invoked

Hooks would allow:

  • Triggering custom scripts or workflows at specific events (e.g., before/after AI suggestion insertion, on document save, or on user prompt submission)
  • Enabling auditing, notifications, or automated checks integrated with AI workflows
  • Providing developers flexibility to extend PaperDebugger safely without modifying the core codebase

This system would make PaperDebugger even more extensible, allowing researchers and developers to create richer, automated, and project-specific AI workflows.

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