Real-time Indexing at Creation

About

The Index-at-Creation skill optimizes data retrieval within the Maestro framework by indexing artifacts immediately upon creation rather than waiting for batch boundaries or session ends. By hooking into the PostToolUse event and utilizing fast single-file indexing flags, it eliminates the delay between data generation and availability. This is critical for complex, multi-step AI workflows where subsequent logic depends on the ability to query the most recently generated artifacts or handoffs.

Key Features

• High-performance single-file indexing via --file flag
• Improved data consistency for downstream logic
• Event-driven artifact processing
• Immediate PostToolUse indexing hooks
• Elimination of batch-processing latency
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Use Cases

• Ensuring time-sensitive artifacts are queryable without manual indexing
• Building multi-step AI agents where Step B must search outputs from Step A
• Maintaining real-time searchable documentation during long-running sessions