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Description
Problem Statement
CRITICAL: Week 2 of complete PR merge blockage despite excellent agent quality.
The agent ecosystem is producing high-quality pull requests that are not being merged, resulting in:
- 0% PR merge rate (0 out of 100 PRs merged in last 7 days)
- 97% PR quality (6.8/7 average quality score)
- Zero code contributions reaching main branch from agents
- Agent effectiveness at 8/100 despite high activity
Evidence
By the Numbers
- 93 PRs created by agents (Copilot SWE Agent) in last 7 days
- 0 merged (0% merge rate)
- 96 closed without merge
- 4 remain open
By Category (All 0% Merge Rate)
- Bugfix: 32 PRs
- Other: 32 PRs
- Feature: 25 PRs
- Maintenance: Recompile: 5 PRs
- Security: 4 PRs
- Testing: 1 PR
- Documentation: 1 PR
Quality Indicators
PR quality is NOT the problem:
- Average quality score: 6.8/7 (97%)
- 100% have descriptions (20/20 sampled)
- 95% have structured sections (19/20)
- 90% include code examples or tests (18/20)
- 85% have clear context and rationale (17/20)
Example high-quality PRs:
- PR Fix OpenCode Anthropic model name format #10784: Fix OpenCode Anthropic model name format (7/7)
- PR Require explicit noop signal in Code Scanning Fixer to prevent false failures on API errors #10783: Require explicit noop signal in Code Scanning Fixer (7/7)
- PR Add shared metrics calculation patterns skill #10782: Add shared metrics calculation patterns skill (7/7)
- PR Add shared component for asset upload and discussion creation pattern #10779: Add shared component for asset upload (7/7)
Impact
Agent Ecosystem
- Complete value delivery breakdown - agents producing zero impact
- Wasted agent effort - high-quality work not reaching main
- Campaign effectiveness at 0% - all code-contributing campaigns blocked
- Quality/effectiveness divergence - Quality ⬆️ +33 points, Effectiveness ⬇️ -2 points
Development Velocity
- Bug fixes not being merged
- Security fixes not being merged (4 security PRs blocked)
- Feature improvements not being merged
- Maintenance updates not being merged
Root Cause Analysis
NOT an agent quality problem - PR quality is excellent (97%).
Likely a process/approval bottleneck. Potential causes:
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Maintainer bandwidth?
- Not enough reviewers for volume of agent PRs?
- Single maintainer bottleneck?
- Review queue backlog?
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CI/test failures?
- Are agent PRs failing tests invisibly?
- Are there undocumented test requirements?
- Is CI blocking merges without clear signals?
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Undocumented merge criteria?
- Are there requirements agents aren't meeting?
- Missing labels or approvals?
- Undocumented review process?
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Policy or freeze?
- Is there a feature freeze in effect?
- Policy restriction on agent PRs?
- Requires human approval that's not happening?
Investigation Plan
Phase 1: Identify Bottleneck (2-3 hours)
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Interview maintainers
- Why aren't agent PRs being reviewed?
- What's the review process for agent PRs?
- What would make agent PRs auto-mergeable?
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Analyze PR status
- Check CI/test status on open agent PRs
- Review closed-without-merge reasons
- Identify common blockers
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Review merge criteria
- Document current requirements
- Identify gaps in agent PR metadata
- Check for missing approvals or labels
Phase 2: Quick Wins (1-2 hours)
-
Identify auto-mergeable categories
- Which PR types are safe to auto-merge?
- Define safety criteria (tests pass, no conflicts, etc.)
- Recompile workflows? Documentation updates?
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Unblock obvious PRs
- Merge any PRs that meet all criteria
- Close any PRs that are truly invalid
- Provide feedback on blocked PRs
Phase 3: Long-term Solution (8-16 hours)
-
Create PR triage workflow
- Auto-assign reviewers based on file changes
- Label PRs by category and complexity
- Flag PRs ready for auto-merge
- Track time-in-review metrics
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Establish auto-merge criteria
- Define which categories can auto-merge
- Implement safety checks (tests, conflicts, etc.)
- Document process for agents
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Monitor and iterate
- Track PR merge rate improvement
- Adjust criteria based on results
- Target: 50-80% merge rate
Success Metrics
Target outcomes:
- PR merge rate: 50-80% (healthy ecosystem level)
- Time to merge: <48 hours for auto-mergeable categories
- Agent effectiveness: 50-80/100 (up from 8/100)
- Zero value delivery gap between quality and effectiveness
Measurement:
- Track daily PR merge rate
- Monitor time-to-merge by category
- Measure agent effectiveness scores
- Survey maintainer satisfaction
Timeline
- Phase 1 (Investigation): 2-3 hours
- Phase 2 (Quick wins): 1-2 hours
- Phase 3 (Long-term): 8-16 hours
- Total: 11-21 hours over 3-5 days
Priority Justification
P0 (Critical) because:
- Week 2 of zero value delivery from agent ecosystem
- 97% quality wasted due to process issue
- All code-contributing campaigns blocked
- Security fixes not reaching production (4 security PRs)
- Agent effectiveness collapsed to 8/100
This is the #1 blocker for agent ecosystem value delivery.
Related Issues
- Previous analysis (2026-01-19): First identified PR merge crisis
- Agent Performance Report: https://github.com/githubnext/gh-aw/discussions/[discussion_number]
- Workflow Health insights: PR merge bottleneck identified as systemic issue
Recommended Owners
- Investigation: @pelikhan or repository maintainers
- PR Triage Workflow: Development team
- Auto-merge Criteria: Repository administrators
- Monitoring: Agent Performance Analyzer (automated)
AI generated by Agent Performance Analyzer - Meta-Orchestrator