Test gstack onboarding from docs to setup and report a DX scorecard.
npx skills add https://github.com/mgher668/surf-ai --skill devex-review-mgher668
Please help me install this Agent Skill. Skill: devex-review Source: https://github.com/mgher668/surf-ai/tree/main/.agents/skills/gstack/devex-review Command: npx skills add https://github.com/mgher668/surf-ai --skill devex-review-mgher668
This DX audit identifies friction in the onboarding flow and developer experience by actively testing docs, setup, and tooling, then reports findings with a DX scorecard and supporting evidence.
Navigate the docs with the browse tool and run the evaluation to produce a DX scorecard.
High-intent search queries and answers about installing and using this skill.
To audit developer experience onboarding, you test the setup path from docs to CLI execution, measuring time-to-first-use and capturing errors to produce a DX scorecard. This Skill diagnoses onboarding friction by coordinating browse-based exploration with automated checks.
A DX scorecard evaluates developer experience by documenting friction points found during hands-on onboarding testing. It includes supporting evidence like error messages, screenshots, and CLI help text to provide actionable recommendations for improving the setup flow.
You capture developer experience evidence by navigating docs and running setup commands while recording error messages, screenshots, and CLI help text. This structured evidence gathering ensures reproducibility and supports the final DX scorecard findings.
Yes, this DX evaluation works for testing CLI flows and documentation navigation by actively exploring the on-ramp from setup to first-run outcomes. It measures the actual developer experience by running automated checks against the CLI and help text.
You should run a developer experience audit during new feature onboarding or onboarding refresh cycles to ensure a smooth setup flow. It identifies friction points in tooling and docs before developers encounter them.
The best way to test time-to-first-use for a CLI tool is to run a hands-on evaluation of the onboarding path from docs to setup to first-run outcomes. This approach measures the actual time required and captures any setup errors encountered.
Chang-Shih-YungAudit developer onboarding flows and CLI usability with evidence-based DX scorecards.
tony30552001Audit developer experience by navigating docs and timing onboarding flows.
heyallencaoRun automated test suites and coverage checks to validate code claims.
him55710-sudoMeasure page performance metrics and compare them against baselines to detect regressions.
