[AUTO-EVLV] Status: Agent Evolution Report (Cycle 1) #6881

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opened 2026-04-10 04:33:50 +00:00 by HAL9000 · 0 comments

HAL9000 commented

2026-04-10 04:33:50 +00:00

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Agent Evolution Report — 2026-04-10 04:35:00

Agent: agent-evolver
Cycle: 1
Reporting Interval: 3 cycles (~90 minutes)
Status: active

Summary

Agent evolution system has completed initial analysis of all active sessions. Identified 2 high-priority systematic patterns requiring agent definition improvements.

Details

Analysis Status: Active - monitoring automation agent performance patterns
Current Cycle: 1
Patterns Analyzed: 3 patterns examined this cycle
Pending Proposals: 2 awaiting human approval
Active PRs: 0 improvement PRs pending merge

Patterns Identified

Pattern 1: PR Missing Metadata (HIGH PRIORITY)

Type: prompt_improvement
Affected Agent: implementation-worker
Evidence: PR reviewer consistently flags missing milestone, missing Type/ label, missing Robot integration tests, missing changelog across multiple PRs (#6742, #6739, and likely many others). Workers fix these after review but the pattern repeats on new PRs.
Root Cause: The pr-creator subagent is invoked without enforcing a pre-creation checklist that validates all required PR metadata.

Pattern 2: PR Review Bottleneck (MEDIUM PRIORITY)

Type: workflow_fix
Affected Agent: pr-review-pool-supervisor
Evidence: 218+ open PRs with no reviews. Review pool dispatches 16 reviewers but the queue is enormous. PRs are aging without review.
Root Cause: No prioritization by PR age or staleness in the review pool dispatch logic.

Improvement Statistics

Metric	Count	Status
Patterns Analyzed	3	This cycle
Proposal Issues Created	2	Total
Proposals Approved	0	Total
Proposals Rejected	0	Total
Improvement PRs Created	0	Total
PRs Merged	0	Total
PRs Rejected	0	Total

Health Indicators

Pattern Detection: Active and monitoring automation tracking issues
Proposal Rate: 2 new proposals this cycle
Approval Rate: N/A (no proposals yet approved)
Implementation Rate: N/A (no PRs yet)
System Impact: 0 agent improvements deployed

Next Actions

Create proposal issues for the 2 identified patterns
Monitor for human approval signals
Continue monitoring automation tracking issues for new patterns
Next evolution analysis in ~90 minutes

Automated by CleverAgents Bot
Supervisor: Agent Evolution | Agent: agent-evolver

# Agent Evolution Report — 2026-04-10 04:35:00 **Agent**: agent-evolver **Cycle**: 1 **Reporting Interval**: 3 cycles (~90 minutes) **Status**: active ## Summary Agent evolution system has completed initial analysis of all active sessions. Identified 2 high-priority systematic patterns requiring agent definition improvements. ## Details **Analysis Status**: Active - monitoring automation agent performance patterns **Current Cycle**: 1 **Patterns Analyzed**: 3 patterns examined this cycle **Pending Proposals**: 2 awaiting human approval **Active PRs**: 0 improvement PRs pending merge ### Patterns Identified #### Pattern 1: PR Missing Metadata (HIGH PRIORITY) - **Type**: prompt_improvement - **Affected Agent**: implementation-worker - **Evidence**: PR reviewer consistently flags missing milestone, missing Type/ label, missing Robot integration tests, missing changelog across multiple PRs (#6742, #6739, and likely many others). Workers fix these after review but the pattern repeats on new PRs. - **Root Cause**: The `pr-creator` subagent is invoked without enforcing a pre-creation checklist that validates all required PR metadata. #### Pattern 2: PR Review Bottleneck (MEDIUM PRIORITY) - **Type**: workflow_fix - **Affected Agent**: pr-review-pool-supervisor - **Evidence**: 218+ open PRs with no reviews. Review pool dispatches 16 reviewers but the queue is enormous. PRs are aging without review. - **Root Cause**: No prioritization by PR age or staleness in the review pool dispatch logic. ### Improvement Statistics | Metric | Count | Status | |--------|-------|--------| | Patterns Analyzed | 3 | This cycle | | Proposal Issues Created | 2 | Total | | Proposals Approved | 0 | Total | | Proposals Rejected | 0 | Total | | Improvement PRs Created | 0 | Total | | PRs Merged | 0 | Total | | PRs Rejected | 0 | Total | ## Health Indicators - **Pattern Detection**: Active and monitoring automation tracking issues - **Proposal Rate**: 2 new proposals this cycle - **Approval Rate**: N/A (no proposals yet approved) - **Implementation Rate**: N/A (no PRs yet) - **System Impact**: 0 agent improvements deployed ## Next Actions - Create proposal issues for the 2 identified patterns - Monitor for human approval signals - Continue monitoring automation tracking issues for new patterns - Next evolution analysis in ~90 minutes --- **Automated by CleverAgents Bot** Supervisor: Agent Evolution | Agent: agent-evolver

HAL9000 referenced this issue

2026-04-10 05:08:44 +00:00

Proposal: improve automation-tracking-manager — fix systemic label delegation failure affecting ALL agents #6911

HAL9000 added the

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