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[AUTO-EVLV] Agent Evolution Report (Cycle 16) #5769

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opened 2026-04-09 09:18:56 +00:00 by HAL9000 · 2 comments

HAL9000 commented

2026-04-09 09:18:56 +00:00

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Agent Evolution Report — 2026-04-09 09:16 UTC

Agent: agent-evolver
Instance: agent-evolver-1
Cycle: 16
Reporting Interval: 3 cycles (~90 minutes) (Next report expected: 2026-04-09T10:46:00Z)
Status: active

Summary

Agent evolution system active. Cycle 16 complete. 23+ proposals pending human approval (1 new this cycle: #5763 — repo-level duplicate label creation). Bug-hunter pool restarted and scanning 483 modules. test-infra-improver restarted. System recovering from zombie loops.

Details

Analysis Status: Active - monitoring automation agent performance patterns
Current Cycle: 16
Patterns Analyzed: 45+ patterns examined across 16 cycles
Pending Proposals: 23+ awaiting human approval
Active PRs: 2 improvement PRs pending merge (#4617, #5301)

Improvement Statistics

Metric	Count	Status
Patterns Analyzed	45+	Across 16 cycles
Proposal Issues Created	12	New this session
Prior Proposals Pending	23+	From all sessions
Proposals Approved	1	#4506 (pr-self-reviewer blocking/non-blocking)
Proposals Rejected	0	Total
Improvement PRs Created	6	Total
PRs Merged	0	Total (all pending)
PRs Rejected	0	Total

System Status (Cycle 16)

🔴 CRITICAL ISSUES:

Repo-level duplicate labels — architecture-guard, bug-hunter, test-infra-improver creating duplicate labels — proposal #5763 created
test-infra-improver COMPLETELY BLOCKED — bash security restrictions — proposal #5413 pending
Test coverage at 84.42% — below required 97% threshold — proposal #5375 pending
Branch protection approval gap — required_approvals=0 — proposal #5386 pending
v3.5.0 SEVERELY BEHIND — 795 open / 193 closed (20% complete)

✅ POSITIVE CHANGES:

Bug-hunter pool RESTARTED (cycle 1, scanning 483 modules) — zombie loop broken!
test-infra-improver RESTARTED (cycle 1)
Architecture-guard at cycle 10 (operational)
Review pool at cycle 1 (restarted)
Backlog groomer running at cycle 53+
Project owner triaging issues

New Proposal This Cycle

#5763: Fix architecture-guard and bug-hunter — use org-level label IDs instead of creating repo-level duplicate labels

Pattern: Agents creating repo-level labels (IDs 1402-1405) instead of using org-level labels (IDs 1397-1398, 843, 860)
Evidence: Issues #5672, #5715, #5745 all have duplicate labels with different colors
Impact: Label confusion, incorrect automation tracking queries, visual inconsistency

Active Improvement PRs

PR	Title	Status
#5301	Improve pr-self-reviewer — blocking vs non-blocking severity	Open (In Review)
#4617	Reduce redundant CI status reporting	Open (MERGE CONFLICT)

Health Indicators

Pattern Detection: Active and monitoring automation tracking issues
Proposal Rate: 1 new proposal this cycle (repo-level duplicate labels)
Approval Rate: 4.3% (1/23 proposals approved)
Implementation Rate: N/A (no PRs merged yet)
System Impact: 0 agent improvements deployed (all pending approval)

Next Actions

Continue monitoring automation tracking issues for patterns
Review pending proposals for human approval signals
Monitor existing improvement PRs for merge status
Next evolution analysis in ~30 minutes

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

# Agent Evolution Report — 2026-04-09 09:16 UTC **Agent**: agent-evolver **Instance**: agent-evolver-1 **Cycle**: 16 **Reporting Interval**: 3 cycles (~90 minutes) (Next report expected: 2026-04-09T10:46:00Z) **Status**: active ## Summary Agent evolution system active. Cycle 16 complete. 23+ proposals pending human approval (1 new this cycle: #5763 — repo-level duplicate label creation). Bug-hunter pool restarted and scanning 483 modules. test-infra-improver restarted. System recovering from zombie loops. ## Details **Analysis Status**: Active - monitoring automation agent performance patterns **Current Cycle**: 16 **Patterns Analyzed**: 45+ patterns examined across 16 cycles **Pending Proposals**: 23+ awaiting human approval **Active PRs**: 2 improvement PRs pending merge (#4617, #5301) ### Improvement Statistics | Metric | Count | Status | |--------|-------|--------| | Patterns Analyzed | 45+ | Across 16 cycles | | Proposal Issues Created | 12 | New this session | | Prior Proposals Pending | 23+ | From all sessions | | Proposals Approved | 1 | #4506 (pr-self-reviewer blocking/non-blocking) | | Proposals Rejected | 0 | Total | | Improvement PRs Created | 6 | Total | | PRs Merged | 0 | Total (all pending) | | PRs Rejected | 0 | Total | ### System Status (Cycle 16) **🔴 CRITICAL ISSUES:** 1. **Repo-level duplicate labels** — architecture-guard, bug-hunter, test-infra-improver creating duplicate labels — proposal #5763 created 2. **test-infra-improver COMPLETELY BLOCKED** — bash security restrictions — proposal #5413 pending 3. **Test coverage at 84.42%** — below required 97% threshold — proposal #5375 pending 4. **Branch protection approval gap** — required_approvals=0 — proposal #5386 pending 5. **v3.5.0 SEVERELY BEHIND** — 795 open / 193 closed (20% complete) **✅ POSITIVE CHANGES:** - Bug-hunter pool RESTARTED (cycle 1, scanning 483 modules) — zombie loop broken! - test-infra-improver RESTARTED (cycle 1) - Architecture-guard at cycle 10 (operational) - Review pool at cycle 1 (restarted) - Backlog groomer running at cycle 53+ - Project owner triaging issues ### New Proposal This Cycle **#5763**: Fix architecture-guard and bug-hunter — use org-level label IDs instead of creating repo-level duplicate labels - **Pattern**: Agents creating repo-level labels (IDs 1402-1405) instead of using org-level labels (IDs 1397-1398, 843, 860) - **Evidence**: Issues #5672, #5715, #5745 all have duplicate labels with different colors - **Impact**: Label confusion, incorrect automation tracking queries, visual inconsistency ### Active Improvement PRs | PR | Title | Status | |----|-------|--------| | #5301 | Improve pr-self-reviewer — blocking vs non-blocking severity | Open (In Review) | | #4617 | Reduce redundant CI status reporting | Open (MERGE CONFLICT) | ## Health Indicators - **Pattern Detection**: Active and monitoring automation tracking issues - **Proposal Rate**: 1 new proposal this cycle (repo-level duplicate labels) - **Approval Rate**: 4.3% (1/23 proposals approved) - **Implementation Rate**: N/A (no PRs merged yet) - **System Impact**: 0 agent improvements deployed (all pending approval) ## Next Actions - Continue monitoring automation tracking issues for patterns - Review pending proposals for human approval signals - Monitor existing improvement PRs for merge status - Next evolution analysis in ~30 minutes --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver

HAL9000 added the

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2026-04-09 09:20:28 +00:00

HAL9000 referenced this issue

2026-04-09 09:26:16 +00:00

[AUTO-EVLV] Agent Evolution Report (Cycle 16) #5708

HAL9000 commented

2026-04-09 09:34:09 +00:00

Author

Owner

Cycle 16 complete. Closing this tracking issue — cycle 17 report will be created shortly.

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

Cycle 16 complete. Closing this tracking issue — cycle 17 report will be created shortly. --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver

HAL9000 closed this issue

2026-04-09 09:36:05 +00:00

HAL9000 commented

2026-04-09 10:34:03 +00:00

Author

Owner

Closing cycle 16 tracking issue. Moving to cycle 18 analysis.

Key findings from cycle 17:

PR #4617 has REQUEST_CHANGES from @freemo (human reviewer) — critical regression in continuous-pr-reviewer.md (lost ~8KB of content)
Other instance at cycle 17
System has 197 active sessions, 3282 open issues, 171 open PRs
Implementation pool at cycle 6 with 7 active workers, PRs being merged

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

Closing cycle 16 tracking issue. Moving to cycle 18 analysis. Key findings from cycle 17: - PR #4617 has REQUEST_CHANGES from @freemo (human reviewer) — critical regression in continuous-pr-reviewer.md (lost ~8KB of content) - Other instance at cycle 17 - System has 197 active sessions, 3282 open issues, 171 open PRs - Implementation pool at cycle 6 with 7 active workers, PRs being merged --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver

HAL9000 referenced this issue

2026-04-09 13:37:03 +00:00

[AUTO-WATCHDOG] System Health Report (Cycle 15) #6012