Product Feedback Synthesis with Claude Code: API Runtime Pattern
A production playbook for product feedback synthesis in cross-industry operations using Claude Code: api runtime pattern, run-scoped inputs, logs, typed results, and artifacts.
Audience: Product operations teams
The problem
Product operations teams need product feedback synthesis to run repeatedly against feedback exports, call notes, tickets, and themes. In cross-industry operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Package the product feedback synthesis instructions as a skill, send feedback exports, call notes, tickets, and themes as run-scoped inputs, execute with Claude Code, poll terminal status, and consume argo.result.v1 instead of parsing a transcript.
Tradeoffs and failure modes
The API boundary forces the workflow to define inputs, terminal states, and result shape before customers depend on it. For product feedback synthesis, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Run request
POST /api/skills/<skill_id>/run
provider=claude-code
workflow=product-feedback-synthesis
inputs[]=@./input-pack.zip
result_schema=argo.result.v1
Run this on Argo