research-pipeline-runner

Automating a literature survey workflow involves orchestrating the execution of research pipelines from start to finish. This Skill runs the entire process, managing workspace initialization, sequential unit processing, and checkpoint handling to ensure auditable and repeatable results.

Human checkpoints in research pipeline execution are staging gates that pause automated workflows and wait for explicit approval before proceeding. This ensures you can review gathered papers or synthesized findings before the system generates final prose artifacts.

Managing research artifacts is handled through dedicated workspace management. The system creates and isolates workspaces for each run, ensuring all generated outputs and decisions are recorded for artifact auditing and later review.

Yes, this research pipeline runner supports systematic reviews and idea generation. It orchestrates various research workflows sequentially, applying guardrails for prose generation and artifact integrity throughout the processing stages.

Ensuring auditable research results requires pipeline orchestration with artifact management and checkpointing. This approach records all generated outputs and decisions within isolated workspaces, maintaining strict artifact integrity for repeatable workflows.