Structured Output from Tools

Make every tool and agent output validate against a schema: typed results, repair loops, and safe fallbacks.

0 runs0 forks0

Chain

Inputs

Step 1

flow-structured-output-tools-1-map-the-boundaries-and-define-types

Step 2

flow-structured-output-tools-2-enforce-schemas-at-generation-time

Step 3

flow-structured-output-tools-3-build-the-repair-loop-and-fallbacks

Step 4

flow-structured-output-tools-4-add-telemetry-and-hold-the-line

Final output

No inputs required — hit Run to stream each step in order.

Each step streams from its model and feeds the next. BYOK — you pay your provider directly. Add a key in Settings if a step needs one.

Step 1 · Find every place prose crosses into code.

flow-structured-output-tools-1-map-the-boundaries-and-define-types

Claude Sonnet 4.6→ {{step_1}}

Awaiting upstream steps…

Step 2 · Prevention beats parsing: make the model emit the type.

flow-structured-output-tools-2-enforce-schemas-at-generation-time

Claude Sonnet 4.6→ {{step_2}}

Awaiting upstream steps…

Step 3 · Plan for malformation like it is weather, not scandal.

flow-structured-output-tools-3-build-the-repair-loop-and-fallbacks

Claude Sonnet 4.6→ {{step_3}}

Awaiting upstream steps…

Step 4 · Validation rates are pipeline health - watch them.

flow-structured-output-tools-4-add-telemetry-and-hold-the-line

Claude Sonnet 4.6→ {{step_4}}

Awaiting upstream steps…

Make every tool and agent output validate against a schema: typed results, repair loops, and safe fallbacks.

1
Find every place prose crosses into code.
Runs flow-structured-output-tools-1-map-the-boundaries-and-define-types on Claude Sonnet 4.6
2
Prevention beats parsing: make the model emit the type.
Runs flow-structured-output-tools-2-enforce-schemas-at-generation-time on Claude Sonnet 4.6
3
Plan for malformation like it is weather, not scandal.
Runs flow-structured-output-tools-3-build-the-repair-loop-and-fallbacks on Claude Sonnet 4.6
4
Validation rates are pipeline health - watch them.
Runs flow-structured-output-tools-4-add-telemetry-and-hold-the-line on Claude Sonnet 4.6

•Recurring tasks you currently copy-paste between tools.
•When a single prompt isn't enough — you need a chain where output(n) feeds prompt(n+1).
•Fork and adapt if your inputs differ materially from the author's use case.

Claude Sonnet 4.6