Add Phase 3 integration plan with testing cycle#645
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Phase 3: Pre-Agent Intelligence (4 capabilities) - 3A: Capability Check - supplements agents:optimize with feasibility gate - Runs BEFORE agent assignment on Issues (not after) - Adds needs-human label when agent cannot proceed - 3B: Task Decomposition - auto-split large issues - 3C: Duplicate Detection - comment-only mode, track false positives - 3D: Semantic Labeling - auto-suggest/apply labels Testing Plan: - Test repo: Manager-Database - ~11 test issues across 4 capabilities - False positive tracking for dedup (target: <5%) - Metrics dashboard for validation Also updates: - Mark Collab-Admin PR #113 as merged (7/7 repos now synced) - All immediate tasks completed - Phase 3 ready to begin
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Automated Status SummaryHead SHA: 16dd05a
Coverage Overview
Coverage Trend
Top Coverage Hotspots (lowest coverage)
Updated automatically; will refresh on subsequent CI/Docker completions. Keepalive checklistScopeAfter merging PR #103 (multi-agent routing infrastructure), we need to:
Context for AgentDesign Decisions & Constraints
Related Issues/PRsReferencesBlockers & Dependencies
TasksPipeline Validation
GITHUB_STEP_SUMMARY
Conditional Status Summary
Comment Pattern Cleanup
Acceptance criteria
Dependencies
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🤖 Keepalive Loop StatusPR #645 | Agent: Codex | Iteration 0/5 Current State
🔍 Failure Classification| Error type | infrastructure | |
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Pull request overview
This PR adds a comprehensive Phase 3 rollout plan for integrating 5 unused LangChain scripts into the production workflow, focusing on pre-agent intelligence capabilities. It also updates the status of all consumer repository syncs, marking Collab-Admin PR #113 as merged to complete the 7/7 repo synchronization milestone.
Key changes:
- Defines Phase 3 with 4 pre-agent intelligence capabilities (capability check, task decomposition, duplicate detection, and semantic labeling)
- Establishes a detailed testing plan with ~11 test issues on Manager-Database repository, including metrics for false positive tracking
- Updates deployment status from "5/6 repos synced" to "7/7 repos synced" throughout the document, marking Collab-Admin PR #113 as merged
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Phase 4 includes 5 initiatives: - 4A: Label Cleanup - Remove bloat labels, standardize across 7 repos - 4B: User Guide - Operational documentation for label system (sync to consumers) - 4C: Auto-Pilot Label - End-to-end issue-to-merged-PR automation - 4D: Conflict Resolution - Automated merge conflict handling in keepalive - 4E: Verify-to-Issue - Create follow-up issues from verification feedback Key decisions: - Auto-pilot uses workflow_dispatch between steps (not chained labels) - Conflict detection added to keepalive loop (not separate workflow) - Verify-to-issue is user-triggered (not automatic, avoids false positives) Also identifies 7 additional automation opportunities for future phases. Testing plan defined for Manager-Database.
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Label Analysis Corrections: - agents:pause/paused ARE functional (keepalive_gate.js, keepalive-runner.js) - agents:activated IS functional (agents_pr_meta_keepalive.js) - from:codex/copilot ARE functional (merge_manager.js) - automerge IS functional (merge_manager.js, agents_belt_scan.js) - agents (bare) IS functional (agent_task.yml template) - risk:low, ci:green, codex-ready ARE functional (merge_manager.js, issue templates) Only 5-6 labels confirmed as bloat: - codex (bare) - redundant with agent:codex - ai:agent - zero matches - auto-merge-audit - zero matches - automerge:ok - zero matches - architecture, backend, cli, etc. - repo-specific, not synced Phase 5 Analysis: - 5A: Auto-labeling - label_matcher.py EXISTS, ready for workflow - 5B: Coverage check - maint-coverage-guard.yml EXISTS, add soft PR check - 5C: Stale PR cleanup - not needed - 5D: Dependabot - partial (auto-label exists, add auto-merge) - 5E: Issue lint - soft warning approach - 5F: Cross-repo linking - weekly scan with semantic_matcher.py - 5G: Metrics - hybrid LangSmith (LLM) + custom (workflow)
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Label consolidation: - Replace agents:pause with agents:paused in all source files - Update keepalive_gate.js PAUSE_LABEL constant - Update keepalive_orchestrator_gate_runner.js hardcoded check - Update test to use agents:paused - Update documentation in README, CLAUDE.md, GoalsAndPlumbing.md Phase 4 updates: - 4A: Add idiosyncratic repo bloat cleanup strategy (per-repo audit) - 4B: Add optional issue creation feature to user guide (deferred) - 4D: Full conflict resolution implementation with code examples - 4E: Complete verify-to-issue workflow implementation Phase 5 updates: - 5F: Marked as SKIPPED (not needed per user decision) - 5G: Full LangSmith integration plan + custom metrics All keepalive tests pass (8/8).
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Automated Status Summary
Scope
After merging PR #103 (multi-agent routing infrastructure), we need to:
GITHUB_STEP_SUMMARYoutput so iteration results are visible in the Actions UIContext for Agent
Design Decisions & Constraints
<!-- keepalive-loop-summary -->| github-actions[bot] | NEW: CLI agent iteration tracking | ✅ Keep for CLI agents |<!-- keepalive-state:v1 -->| agents-workflows-bot[bot] | State tracking |<!-- keepalive-round: N -->| stranske | OLD: Instruction comment | ❌ CLI agents dont need this |agent:*label), we should have exactly one updating comment (<!-- keepalive-loop-summary -->) instead of accumulating 10+ comments per PR.Related Issues/PRs
References
Blockers & Dependencies
Tasks
Pipeline Validation
agent:codexlabelGITHUB_STEP_SUMMARY
agents-keepalive-loop.ymlafter agent runConditional Status Summary
buildStatusBlock()inagents_pr_meta_update_body.jsto acceptagentTypeparameteragentTypeis set (CLI agent): hide workflow table, hide head SHA/required checksComment Pattern Cleanup
agent:*label):<!-- gate-summary: -->comment posting (use step summary instead)<!-- keepalive-round: N -->instruction comments (task appendix replaces this)<!-- keepalive-loop-summary -->to be the single source of truthagent:*label):<!-- gate-summary: -->commentagent_typeoutput to detect job so downstream workflows know the modeagents-pr-meta.ymlto conditionally skip gate summary for CLI agent PRsAcceptance criteria
Dependencies
Head SHA: 6e5c4c2
Latest Runs: ✅ success — Gate
Required: gate: ✅ success