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Orchestrating documentation generation involves coordinating multiple sub-skills to produce a full suite, including SRS, API, database design, and system architecture docs. It processes codebase scans and OpenSpec changes to apply delta-driven updates automatically.

Delta-driven documentation synchronization applies updates by detecting changes from OpenSpec inputs and codebase scans, then using a diff engine to render only the modified sections. It ensures multi-doc outputs stay consistent without rewriting entire files.

Updating multiple technical documents simultaneously requires a coordinator that manages atomic write workflows and session locks across sub-skills. This conflict-aware rendering ensures shared parsers and project-wide metadata remain synchronized.

Yes, the orchestrator works directly with OpenSpec inputs, using deltas from specification changes to drive updates across the documentation pipeline. It bootstraps per-project metadata to maintain consistent rendering across all seven sub-skills.

Orchestrating multi-subskill pipelines depends on shared parsers and a project-wide meta store, meaning it requires environment context setup and plugin-based tool integration. It is limited to structured inputs like OpenSpec deltas and codebase scans rather than freeform text.