do-parallel

Multi-perspective parallel analysis extracts insights by running ten independent analyses on the same source material to surface patterns that a single-pass review might miss. It then synthesizes these independent results into a prioritized set of rules.

You should use parallel analysis for difficult documents where single-pass review misses patterns. By generating ten independent perspective reports, it ensures comprehensive pattern recognition and cross-perspective synthesis before producing prioritized rules.

To generate prioritized rules from complex source material, you provide the target name and source material path to initiate the process. The pipeline then coordinates ten perspective reports and cross-perspective synthesis to output actionable rules for a target agent.

Yes, the parallel analysis pipeline enforces token-budget estimation. It operates through a gated pipeline that coordinates ten independent perspectives, manages token budgets, and saves synthesis reports as artifacts for future reuse.

Yes, you can save and reuse synthesis reports. The pipeline automatically saves artifacts, including synthesis and completion reports, under skills/do-parallel/artifacts while preserving existing content for audit and future improvements.

The limitation of a ten-perspective parallel analysis workflow is the high token consumption required to generate ten independent reports. However, the gated pipeline enforces token-budget estimation to manage resources while cross-perspective synthesis extracts multi-perspective insights.