gtd

The GTD Runner skill acts as an autonomous operations assistant integrated into the Cybos ecosystem, specifically designed to process unstructured tasks from a GTD.md file. It bridges the gap between raw task lists and actionable outcomes by identifying the intent behind each item—such as meeting preparation, outreach, or company research—and routing them to the appropriate specialized workflows. By leveraging a local SQLite-backed entity database, it enriches task execution with historical context, deal associations, and interaction logs, ensuring that every action is grounded in relevant data.

• Automated extraction and classification of tasks from # Next sections in GTD.md.

• Intelligent routing to specialized workflows including outreach, call-prep, podcast preparation, and due diligence research.

• Context-aware processing via automated entity lookups (people, companies, deals) using bun scripts.

• Staged execution model that provides a preview of planned actions for human approval before execution.

• Seamless output generation of formatted markdown logs in the CybosVault vault.

• Self-improving loop that logs task outcomes and identifies missing patterns for potential new workflow creation.

• Trigger the agent using the /cyber-gtd command to begin the processing cycle.

• The tool expects tasks to be defined clearly in markdown; results are consistently saved to ~/CybosVault/private/content/work/ for historical tracking.

• High-confidence matches (email, call, research) trigger direct workflow execution, while ambiguous items are logged to learnings.md for iterative feedback.

• Ensure the entity database is regularly updated with /cyber-reindex to maximize the agent's context awareness.

• Practical for VC workflows such as CRM management, investment memo drafting, and professional networking sequences.

• Constraints: Primarily works with local markdown files and CLI-based tools; requires a properly configured CybosVault and SQLite environment.