Description
The Prompt Clustering Analysis (discussion #51051, 2026-08-07) analyzed 1,000 Copilot-created PRs over the last 30 days and grouped them into 7 clusters. Cluster 4 (keywords: image, container, digest) merges at 58.8% versus a 74.3% overall average — a notable outlier, and the lowest of all 7 clusters. No root cause has been identified yet.
Expected Impact
Identify the common blocker (e.g. flaky container builds, digest-pinning review friction, CI gate specific to image workflows) so image/container-related Copilot PRs can be unblocked at the same rate as the rest of the fleet — this is a meaningful, isolated segment given the outlier gap.
Suggested Agent
New Agent, or the prompt-clustering workflow's own follow-up capability
Estimated Effort
Medium (1-4 hours)
Data Source
DeepReport analysis 2026-08-07, discussion #51051 (Prompt Clustering Analysis).
Generated by 🔬 Deep Report · agent · 156.7 AIC · ⌖ 37.4 AIC · ⊞ 11.5K · ◷
Description
The Prompt Clustering Analysis (discussion #51051, 2026-08-07) analyzed 1,000 Copilot-created PRs over the last 30 days and grouped them into 7 clusters. Cluster 4 (keywords: image, container, digest) merges at 58.8% versus a 74.3% overall average — a notable outlier, and the lowest of all 7 clusters. No root cause has been identified yet.
Expected Impact
Identify the common blocker (e.g. flaky container builds, digest-pinning review friction, CI gate specific to image workflows) so image/container-related Copilot PRs can be unblocked at the same rate as the rest of the fleet — this is a meaningful, isolated segment given the outlier gap.
Suggested Agent
New Agent, or the prompt-clustering workflow's own follow-up capability
Estimated Effort
Medium (1-4 hours)
Data Source
DeepReport analysis 2026-08-07, discussion #51051 (Prompt Clustering Analysis).