AlterLab Research Workflows

Seven academic jobs are too big or too judgment-sensitive for one pass of one model: checking every citation in a 90-reference paper, dual-screening 800 abstracts, getting reviewers who can't anchor on each other. This skill packages each as a workflow — a fixed orchestration of many agents with the independence and adversarial checks the task needs, and with counts, votes, and agreement statistics computed in code rather than estimated by a model.

In Claude Code each workflow is a saved dynamic-workflow script shipped by the alterlab-workflows plugin. Everywhere else, follow the staged playbook for the same workflow in references/ — same stages, same acceptance rules, run sequentially.

When to Use This Skill