Release v5.0.57

Added

• feat: methodology chapter 7, Swarm autonomy, in 17 languages: roles (lead, deputy, lane, reviewer), the capacity loop (ak capacity --self), the declared account pool, proactive lane handoff and the dwp-handoff/v1 packet, lead succession with epochs and fencing, lane-to-lane messaging, critical-only escalation (C1–C7), the quality bar and how to drill it
• docs: the spec reader gains the escalation taxonomy (agent protocol §7.5) and the quality bar (DWP specification §5.1.4); /kit/agentkit documents ak capacity, ak lease, pick --owner and --reuse; /kit/herdr documents herdr-peers notify, per-plan lead records (lead claim|show|handover|takeover|release), the lead address and the usage_limit screen class — all in 17 languages
• feat: publish /schema/dwp-handoff/v1.json

Changed

• chore: vendor DWP pack v7.7.1 (swarm autonomy) and move the ecosystem pins to it, coding-agents-kit v0.7.1, herdr-peers v0.3.2, devcontainer-kit v0.3.7, AI Diff Reviewer v3.3.12 and Dailybot v3.23.15 (tags and SHA256SUMS digests on every install surface); the spec reader, chapter 7 and /kit/herdr carry the release's drill learnings (claim before launch, lane-owned leases, never poll, edge-case inputs and sentinel output checks, repository-qualified plan ids)
• docs: /kit/agentkit and the quickstart describe coding-agents-kit v0.7.x: ak usage (also ak status) lists every account of every CLI, and reads Antigravity's quota on Linux and in containers — 17 languages
• chore: re-render the dev container with devcontainer-kit v0.3.7 (antigravity added to the agent CLIs; coding-agents-kit v0.7.1 and herdr-peers v0.3.2 in the image)
• docs: AGENTS.md working principles — decide and record routine choices, escalate only the critical classes C1–C7

Fixed

• fix: republish addon-descriptor, benchmark-record and learnings-record v1 byte-identical to the vendored pack; the schema publication test now covers every vendored schema