/pr-report

description: "PR Report Generator"
argument-hint: "[--start YYYY-MM-DD] [--end YYYY-MM-DD] [--deep] [--progress-report] [--blog] - Date range with optional deep analysis, progress report, and blog post"

PR Report Generator

Generate comprehensive PR reports for openshift/hypershift, openshift-eng/ai-helpers, openshift/enhancements, and openshift/release repositories.

Usage

/pr-report                                    # Last 7 days (default)
/pr-report --start 2026-02-05                 # From date to today
/pr-report --start 2026-02-05 --end 2026-02-12  # Specific date range
/pr-report --start 2026-02-05 --end 2026-02-12 --deep  # With deep code analysis
/pr-report --start 2026-02-05 --end 2026-02-12 --deep --progress-report # Deep analysis + progress report
/pr-report --start 2026-02-05 --end 2026-02-12 --deep --breaking-changes # Deep analysis + breaking change report
/pr-report --start 2026-05-14 --end 2026-06-22 --deep --progress-report --blog # Deep + progress report + blog post

**Parameters:**

• `--start` (optional): Starting date in YYYY-MM-DD format (e.g., `2026-02-05`). Defaults to 7 days ago.
• `--end` (optional): Ending date in YYYY-MM-DD format (e.g., `2026-02-12`). Defaults to today.
• `--deep` (optional): Enable deep analysis mode that fetches and analyzes actual code diffs.
• `--progress-report` (optional): Generate a narrative blog-style progress report (Dolphin Emulator style). **Requires `--deep`.**
• `--breaking-changes` (optional): Generate a detailed breaking change assessment report for management cluster operators and senior SREs. **Requires `--deep`.**
• `--blog` (optional): Generate a Material-styled blog post in `docs/content/blog/` and update `docs/mkdocs.yml` nav. **Requires `--progress-report`.**
• `--output-dir` (optional): Directory for output files. If not specified, ask the user with AskUserQuestion.

What This Command Does

This command generates **two reports** (with two optional additions):

1. Fast Data Report (automated)

• Fetches merged PRs from all repositories
• Filters openshift/release PRs to only HyperShift-related paths
• Filters openshift-eng/ai-helpers and openshift/enhancements PRs to HyperShift contributors
• Queries Jira for ticket hierarchy (Epic, OCPSTRAT linkage)
• Generates metrics (timing, reviewers, merge patterns)

2. Impact Analysis Report (LLM-generated)

• Analyzes PR changes to assess actual impact
• Groups work by themes and strategic initiatives
• Provides context for project contributors and followers
• Highlights notable changes, risks, and cross-repo dependencies

3. Deep Code Analysis (--deep mode only)

• Fetches actual code diffs for selected PRs
• Analyzes what the code actually changed (not just descriptions)
• Identifies breaking changes, API modifications, test coverage
• Verifies alignment between PR descriptions and actual changes

4. Progress Report (--progress-report, narrative blog post)

• Narrative technical blog post in the style of Dolphin Emulator progress reports
• Problem-first storytelling with technical depth
• Credits contributors by GitHub handle
• Thematic grouping of related changes

5. Breaking Change Report (--breaking-changes, SRE/management-oriented)

• Identifies all PRs with breaking changes, API modifications, or behavioral shifts
• Links each to Jira tickets with full hierarchy (ticket -> Epic -> OCPSTRAT)
• Assesses impact scope per customer segment and usage pattern
• Provides actionable recommendations (revert, fix, document, accept)
• Written for management cluster operators and senior SREs

6. Collaboration Report (always generated with --deep)

• Groups contributors into clusters based on review relationships and shared topics
• Identifies bridge nodes who connect clusters
• Super short format: one paragraph per cluster

7. Blog Post (--blog, docs-ready Material-styled post)

• Converts progress report to MkDocs Material blog post with grid stat cards, admonitions, and icons
• Generates sortable contributor table with per-repo linked PR counts and bugfix column
• Creates/updates `docs/content/blog/index.md` landing page
• Updates `docs/mkdocs.yml` nav with new post entry
• Runs `make docs-aggregate` for verification
• Applies sensitive content filtering for public blog (no S360/SFDC references)

Output Files

| File | Description | |------|-------------| | `$OUTPUT_DIR/weekly_pr_report_fast.md` | Data-focused report with metrics and PR listings | | `$OUTPUT_DIR/hypershift_pr_details_fast.json` | Raw PR data in JSON format | | `$OUTPUT_DIR/hypershift_pr_summary.json` | Compact summary data for LLM analysis | | `$OUTPUT_DIR/weekly_pr_report_impact.md` | LLM-generated impact analysis for contributors | | `$OUTPUT_DIR/pr_scored.json` | (--score) Ranked PR list for deep analysis | | `.work/pr_deep/*.json` | (--deep mode) Per-PR data with diffs for analysis | | `.work/pr_deep/*_analysis.json` | (--deep mode) Per-PR analysis results | | `.work/pr_deep_aggregated.json` | (--deep mode) Aggregated analysis findings | | `$OUTPUT_DIR/hypershift_progress_report_YYYY-MM-DD.md` | (--progress-report) Narrative progress report (blog-style) | | `$OUTPUT_DIR/breaking_changes_report_YYYY-MM-DD.md` | (--breaking-changes) Breaking change assessment for SREs | | `$OUTPUT_DIR/collaboration_report_YYYY-MM-DD.md` | (--deep) Contributor collaboration clusters | | `docs/content/blog/YYYY-MM-progress-report.md` | (--blog) Material-styled blog post for docs site |

Implementation

Step 0: Validate Arguments

If `--progress-report` is specified without `--deep`, stop and inform the user: `--progress-report requires --deep mode for code-level analysis. Please add --deep to your command.`

If `--blog` is specified without `--progress-report`, stop and inform the user: `--blog requires --progress-report mode to generate the blog source content. Please add --progress-report (and --deep) to your command.`

Step 1: Run the Python script to fetch PRs

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