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dynamic-workflow

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Plan-in-code fan-outs, adversarial verification, waves.

optional-skills/autonomous-ai-agents/dynamic-workflow/SKILL.md

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# Dynamic Workflow Skill

Runs large fan-out work as a workflow: the plan, the loop and every intermediate
result live in a script and on disk, so the parent's context holds only verified
results. Covers one-shot fan-outs, adversarial convergence (attempts + refuters),
and multi-wave campaigns that integrate dozens of worker branches. It does not
make `delegate_task` durable across restarts; that is the kanban swarm's job.

## When to Use

Reach for it when the unit of work is clear (a file, an endpoint, a record) and
there are more units than one context can hold. Skip it for under ~10 units or
for serial chains. For a refactor or fix campaign on hermes-agent itself, load
`hermes-agent` (the dev workflow) alongside; this skill owns the fan-out shape.