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Productboard expert for workspace setup, Insight-to-Feature triage, Driver scoring, Releases, Roadmap views, and REST API automation.
Passed 18 of 22 test cases with the skill, and 12 of 22 without it.
and 4 more in the full report
6 fixed12 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want Linear Issues created from Productboard to automatically populate their Linear Cycle assignment. Which Productboard attribute determines this assignment?
| Checked | Without skill | With skill |
|---|---|---|
| States that Productboard Release dates derive Linear Cycle assignment | Missed | Passed |
The instructions your model reads when the skill loads.
Master-level expertise in Productboard workspace configuration, Insight inbox triage, Driver-based prioritization, Feature hierarchy management, Releases and Roadmap views, REST API operations, and two-way integration with Jira, Linear, Azure DevOps, Salesforce, Intercom, and Slack. Productboard sits between customer-feedback intake (Slack/Intercom/Salesforce/email) and the engineering tracker (Jira/Linear), with an opinionated three-layer model that differs meaningfully from generic issue trackers.
Productboard separates three layers: Insights (inbound customer evidence), Features (candidate product changes organized in Components and parent/child hierarchy), and Drivers + Releases (the prioritization framework — Drivers = weighted criteria, Releases = time-boxed delivery groupings). Insights link to Features (many-to-many); Features score against Drivers; high-scoring Features get added to Releases; Releases push down to Jira/Linear epics. The flow is inbox → triage → prioritize → ship.
The job of a Productboard expert is to operate fluently inside this model: configure the workspace cleanly, run the Insight inbox without backlog, design Driver weightings that match company strategy, and write API automations for what the UI does not cover.
Load the reference that matches the task — keep this file lean and pull detail on demand:
assets/productboard-feature-template.md (Feature structure), assets/productboard-insight-triage-workflow.md (daily triage SOP), assets/productboard-driver-template.md (Driver definitions). Official docs: https://developer.productboard.com/ · https://help.productboard.com/test cases passed, vs 12 / 22 without
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