flowagent-to-spec

To convert an agentic flow into a deterministic workflow spec, analyze the agent's configuration and mission history to reconstruct a repeatable sequence. This captures inputs, outputs, decision points, and tool sequences into a customer-spec.md for productionization.

Productionizing an exploratory agent for repeatable deployments requires generating a deterministic spec from its mission history. The process captures data flows, error handling, and acceptance criteria to ensure the workflow is auditable and repeatable.

Documenting decision points and tool sequences for an agent audit involves analyzing mission history to identify repeatable patterns. This produces a deterministic customer-spec.md detailing the exact data flows and error handling required for compliance.

Yes, you can generate a customer-spec.md directly from a FlowAgent configuration. By reading the agent's objective, constraints, and toolset alongside its mission history, the skill outputs a deterministic workflow spec suitable for downstream refinement.

flowagent-to-spec works without external dependencies to output a spec file. You only need to provide the FlowAgent name or ID, and the skill internally analyzes the configuration and history to produce the deterministic workflow specification.

Deterministic spec generation for a workflow should not be used when the agentic flow remains purely exploratory and non-deterministic. It is designed specifically for pipelines requiring repeatable deployments, strict audits, and fixed tool sequences.