AI Prompt Library

Turn DevStats data into evidence

Ready-to-use prompts to transform DevStats reports and metrics into actionable answers: squad health, bottlenecks, sprints, capacity, benchmarks, and executive reports. Copy and use directly in DevStats.

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Ready-to-use prompts for every DevStats workflow.

Showing 13 prompts

Benchmark Gap Investigation

Investigation of medium or low benchmark metrics to understand which signals deserve contextual attention.

BenchmarksPR Cycle Time +10
Aging Issues Investigation

Investigation of old in-progress work to understand where it is concentrated before discussing cause, priority, or owners.

Aging IssuesIssue List +4
Flow Delay Concentration

Location of the flow areas where time is accumulating, with investigable hypotheses rather than a root-cause verdict.

PR Cycle TimeIssue Cycle Time +8
Weekly Delivery Review

Preparation for a weekly delivery conversation about flow, WIP, and recent accumulation without turning the data into an automatic action plan.

ThroughputPR Cycle Time +11
Engineering Flow & Stability Review

Comparison of two equivalent squad periods to understand changes in flow, volume, WIP, and stability.

PR Cycle TimeIssue Cycle Time +7
Squad Delivery Trend Review

Comparison of delivery patterns across squads or time windows without creating a performance ranking.

ThroughputPR Cycle Time +8
Sprint Signal Review

Review of sprint progress, WIP, aging work, and planning coverage as input for team discussion.

Sprint ProgressSprints +9
Sprint Retrospective Evidence

Collection of objective evidence from a sprint or period to guide retrospective questions.

SprintsPlanning Accuracy +10
Operational Concentration Review

Analysis of concentrated work, reviews, or operational context across people, areas, or repositories.

List PlayersPlayer Metrics +8
Work Mix Review

Reading of work distribution across roadmap, maintenance, bugs, hotfixes, rework, and similar categories.

AllocationEngineering Investment +5
Metric Interpretation

Explanation of the meaning, limits, and correct reading of a specific DevStats metric.

PR Cycle TimeIssue Cycle Time +22
Metric Discrepancy Check

Verification of a difference between a DevStats number and another card, external source, or user expectation.

PR Cycle TimeIssue Cycle Time +8
Executive Engineering Signals Brief

Short engineering signals summary for an executive meeting with defined scope, period, and focus.

ThroughputPR Cycle Time +15

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