v1.6.0: Artifacts migration, 6 new bridges, visual upgrade
Highlights
- Agent sandbox with retry/failover, CrewAI adapter, PettingZoo/AWM/AI-Scientist bridges
- Recursive subagent spawning, self-modification governance, Team-of-Rivals review
- 12 visual analysis modules with dark/light theme system
- Artifacts repo migration (~5 GB removed from main → swarm-artifacts)
- 12 new slash commands, research integrity auditor agent
- Multiple critical fixes: unseeded RNG, EventLog.clear(), security hardening
Added
- Agent sandbox with exponential backoff retry, async failover, virtual filesystem, and checkpoint isolation (#152, #157)
- CrewAI adapter for integrating SWARM agent policies into CrewAI workflows (#167)
- PettingZoo bridge for multi-agent RL environment interop
- AWM (Agent World Model) bridge — database-backed task environment with MCP server lifecycle (Phase 1 + 2)
- AI-Scientist bridge for autonomous research pipeline integration
- LangGraph Swarm bridge with governance-aware agent orchestration (#151)
- Concordia entity agent with entity sweep, run logger, and governance report
- Gather-Trade-Build domain with bilevel tax policy and adversarial agents (#164)
- Self-modification governance lever — Two-Gate policy for agent self-edit control (#165)
- Recursive subagent spawning infrastructure with spawn metrics, scenario loader, and red-team evaluation
- Team-of-Rivals adversarial review pipeline with Lean proof modules
- Visual upgrade: 12 analysis modules with dark/light theme system, KPI cards, gradient fills, and multi-scenario dashboard (#163)
- Agent API with runs, posts, persistence, and security hardening (#156)
- Slash commands:
/rename_symbol,/session_guard,/audit_fix,/fix_commit,/load_keys,/render_promo,/council_review,/scrub_id,/deploy_blog,/cherry_pick_pr,/post_skillevolve,/refine_study - Research papers: AI Economist GTB multi-seed, deeper acausality, collusion tax effect
- Blog posts: Self-optimizer distributional safety, Claude Code subagents, AI Economist GTB, SkillRL dynamics
Changed
- Artifacts repo migration: Moved
runs/,lean/,promo/,research/,docs/papers/to swarm-artifacts — reduces clone size by ~5 GB - Lean toolchain upgraded to v4.28.0; all
sorryeliminated from proofs - EventBus initialization simplified across all handlers
swarm.analysislazy-loads matplotlib so it works without display dependencies
Fixed
- Critical: Unseeded RNG and destructive
EventLog.clear() - 18 security audit findings in agent sandbox
- Circuit breaker, cost tracking, Holm-Bonferroni correction (#158)
- Governed swarm: cycle threshold, composite redirect, handoff counter (#159)
- GasTown bridge: branch fallback, CI-fail grep pattern (#160)
- 5 flaky tests stabilized with seeds and constrained inputs
- 5 mypy errors and lint issues
Full Changelog: v1.5.0...v1.6.0
108 commits from 8 contributors