[AUTO-EVLV] Status: Agent Evolution Report (Cycle 3) #6930

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opened 2026-04-10 05:50:18 +00:00 by HAL9000 · 2 comments
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Agent Evolution Report — 2026-04-10 05:45 UTC

Agent: agent-evolver
Cycle: 3
Reporting Interval: Every 30 minutes
Status: active — analyzing patterns

Summary

Agent evolution system is active and analyzing automation agent performance patterns. This is Cycle 3 of the agent evolver.

Analysis Results

Patterns Detected This Cycle

Pattern Agent Severity Status
Label delegation failure (numeric IDs required) automation-tracking-manager CRITICAL Proposal #6911 pending approval
Truncated output misread (PR count) implementation-pool-supervisor HIGH New proposal being created
Duplicate tracking issues (multiple open per agent) automation-tracking-manager MEDIUM Analyzing
Proposal issues missing "Automation Tracking" label automation-tracking-manager MEDIUM Related to label fix

Pending Proposals

Issue Description Status
#6911 Fix automation-tracking-manager label delegation (numeric IDs) Awaiting human approval

Repository Health

  • Open Issues: 4,126
  • Open PRs: 221
  • Tracking Issues: Multiple agents active

Next Actions

  • Monitor proposal #6911 for human approval
  • Create new proposal for implementation-pool-supervisor truncated output handling
  • Continue monitoring agent performance patterns
  • Next evolution analysis in ~30 minutes

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

# Agent Evolution Report — 2026-04-10 05:45 UTC **Agent**: agent-evolver **Cycle**: 3 **Reporting Interval**: Every 30 minutes **Status**: active — analyzing patterns ## Summary Agent evolution system is active and analyzing automation agent performance patterns. This is Cycle 3 of the agent evolver. ## Analysis Results ### Patterns Detected This Cycle | Pattern | Agent | Severity | Status | |---------|-------|----------|--------| | Label delegation failure (numeric IDs required) | automation-tracking-manager | CRITICAL | Proposal #6911 pending approval | | Truncated output misread (PR count) | implementation-pool-supervisor | HIGH | New proposal being created | | Duplicate tracking issues (multiple open per agent) | automation-tracking-manager | MEDIUM | Analyzing | | Proposal issues missing "Automation Tracking" label | automation-tracking-manager | MEDIUM | Related to label fix | ### Pending Proposals | Issue | Description | Status | |-------|-------------|--------| | #6911 | Fix automation-tracking-manager label delegation (numeric IDs) | Awaiting human approval | ### Repository Health - **Open Issues**: 4,126 - **Open PRs**: 221 - **Tracking Issues**: Multiple agents active ## Next Actions - Monitor proposal #6911 for human approval - Create new proposal for implementation-pool-supervisor truncated output handling - Continue monitoring agent performance patterns - Next evolution analysis in ~30 minutes --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver
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Cycle 3 Analysis Complete — 2026-04-10 05:52 UTC

Actions Taken This Cycle

  1. Created tracking issue #6930 (this issue) with proper labels (Automation Tracking, Type/Automation, State/In Progress, Priority/Medium)
  2. Closed stale tracking issues: #6906 (Cycle 1 duplicate), #6904 (Cycle 2), #6881 (Cycle 1 original)
  3. Created new proposal #6931: implementation-pool-supervisor MCP output truncation detection
  4. Fixed labels on proposals #6902 and #6899: Added Needs Feedback + proper labels (were missing)

Pending Proposals Status

Issue Agent Description Status
#6911 automation-tracking-manager Fix label delegation (numeric IDs) Awaiting human approval
#6931 implementation-pool-supervisor MCP truncation detection + pagination Awaiting human approval
#6903 test-infra-improver Worker launch retry logic Awaiting human approval
#6902 bug-hunter Apply Automation Tracking label Awaiting human approval
#6899 implementation-orchestrator Apply Automation Tracking label Awaiting human approval

Key Finding This Cycle

The implementation-pool-supervisor's PR-first rule violation (issue #6928) was caused by the MCP tool forgejo_list_repo_pull_requests returning truncated output. The agent saw only 1 PR when 221 were open. The existing safeguard ("NEVER use limit parameter") doesn't help when the MCP tool itself has a default limit of 20 items. Proposal #6931 addresses this with a cross-check against repo metadata and curl-based pagination fallback.

Next Analysis

Sleeping 30 minutes, then re-analyzing for:

  • Human approval signals on pending proposals
  • New patterns from agent tracking issues
  • PR merge/rejection status for any improvement PRs

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

## Cycle 3 Analysis Complete — 2026-04-10 05:52 UTC ### Actions Taken This Cycle 1. **Created tracking issue #6930** (this issue) with proper labels (Automation Tracking, Type/Automation, State/In Progress, Priority/Medium) 2. **Closed stale tracking issues**: #6906 (Cycle 1 duplicate), #6904 (Cycle 2), #6881 (Cycle 1 original) 3. **Created new proposal #6931**: implementation-pool-supervisor MCP output truncation detection 4. **Fixed labels on proposals #6902 and #6899**: Added Needs Feedback + proper labels (were missing) ### Pending Proposals Status | Issue | Agent | Description | Status | |-------|-------|-------------|--------| | #6911 | automation-tracking-manager | Fix label delegation (numeric IDs) | Awaiting human approval | | #6931 | implementation-pool-supervisor | MCP truncation detection + pagination | Awaiting human approval | | #6903 | test-infra-improver | Worker launch retry logic | Awaiting human approval | | #6902 | bug-hunter | Apply Automation Tracking label | Awaiting human approval | | #6899 | implementation-orchestrator | Apply Automation Tracking label | Awaiting human approval | ### Key Finding This Cycle The implementation-pool-supervisor's PR-first rule violation (issue #6928) was caused by the MCP tool `forgejo_list_repo_pull_requests` returning truncated output. The agent saw only 1 PR when 221 were open. The existing safeguard ("NEVER use limit parameter") doesn't help when the MCP tool itself has a default limit of 20 items. Proposal #6931 addresses this with a cross-check against repo metadata and curl-based pagination fallback. ### Next Analysis Sleeping 30 minutes, then re-analyzing for: - Human approval signals on pending proposals - New patterns from agent tracking issues - PR merge/rejection status for any improvement PRs --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver
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Cycle 4 Analysis — 2026-04-10 06:23 UTC

Repository Status

  • Open Issues: 4,182 (+56 since last cycle)
  • Open PRs: 224 (+3 since last cycle)

Proposal Status Check

All 5 pending proposals (#6911, #6931, #6903, #6902, #6899) still have "Needs Feedback" label — no human approvals yet.

New Patterns Detected This Cycle

Pattern: pr-merge-pool-supervisor missing "Automation Tracking" label

  • Evidence: Issues #6996 (Cycle 4), #6976 (Cycle 3), #6947 (Cycle 2), #6940 (Cycle 1) — all 4 cycles missing the label
  • Action: Created proposal #7001

Pattern: spec-update-pool-supervisor and architecture-pool-supervisor missing "Automation Tracking" label

  • Evidence: #6961 ([AUTO-SPEC] Cycle 1) and #6934 ([AUTO-ARCH] Cycle 1) missing the label
  • Action: Will create proposals in next cycle if pattern persists

Pending Proposals Status

Issue Agent Description Status
#6911 automation-tracking-manager Fix label delegation (numeric IDs) Awaiting human approval
#6931 implementation-pool-supervisor MCP truncation detection + pagination Awaiting human approval
#7001 pr-merge-pool-supervisor Apply Automation Tracking label Awaiting human approval
#6903 test-infra-improver Worker launch retry logic Awaiting human approval
#6902 bug-hunter Apply Automation Tracking label Awaiting human approval
#6899 implementation-orchestrator Apply Automation Tracking label Awaiting human approval

Observation

The "missing Automation Tracking label" pattern is systemic across many agents. This strongly supports the root cause identified in proposal #6911 — the automation-tracking-manager's label delegation is broken, so agents that rely on it for label application don't get the label applied. Agents that apply labels themselves (via direct curl calls with numeric IDs) work correctly.


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

## Cycle 4 Analysis — 2026-04-10 06:23 UTC ### Repository Status - **Open Issues**: 4,182 (+56 since last cycle) - **Open PRs**: 224 (+3 since last cycle) ### Proposal Status Check All 5 pending proposals (#6911, #6931, #6903, #6902, #6899) still have "Needs Feedback" label — no human approvals yet. ### New Patterns Detected This Cycle **Pattern: pr-merge-pool-supervisor missing "Automation Tracking" label** - Evidence: Issues #6996 (Cycle 4), #6976 (Cycle 3), #6947 (Cycle 2), #6940 (Cycle 1) — all 4 cycles missing the label - Action: Created proposal #7001 **Pattern: spec-update-pool-supervisor and architecture-pool-supervisor missing "Automation Tracking" label** - Evidence: #6961 ([AUTO-SPEC] Cycle 1) and #6934 ([AUTO-ARCH] Cycle 1) missing the label - Action: Will create proposals in next cycle if pattern persists ### Pending Proposals Status | Issue | Agent | Description | Status | |-------|-------|-------------|--------| | #6911 | automation-tracking-manager | Fix label delegation (numeric IDs) | Awaiting human approval | | #6931 | implementation-pool-supervisor | MCP truncation detection + pagination | Awaiting human approval | | #7001 | pr-merge-pool-supervisor | Apply Automation Tracking label | Awaiting human approval | | #6903 | test-infra-improver | Worker launch retry logic | Awaiting human approval | | #6902 | bug-hunter | Apply Automation Tracking label | Awaiting human approval | | #6899 | implementation-orchestrator | Apply Automation Tracking label | Awaiting human approval | ### Observation The "missing Automation Tracking label" pattern is systemic across many agents. This strongly supports the root cause identified in proposal #6911 — the automation-tracking-manager's label delegation is broken, so agents that rely on it for label application don't get the label applied. Agents that apply labels themselves (via direct curl calls with numeric IDs) work correctly. --- **Automated by CleverAgents Bot** Supervisor: Agent Evolver | Agent: agent-evolver
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cleveragents/cleveragents-core#6930
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