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Atlas Evolution v1.1.0
Atlas Evolution is a governed evolution layer for OpenClaw, Atlas Memory, and similar agent runtimes.
v1.1.0 is the first version that feels like an operator-grade local evolution system rather than a generic self-evolving-agent demo shell.
What this release adds
Runtime ingest and audit
- typed runtime event schema
- CLI ingest from file or stdin
- local HTTP ingest endpoint
- raw inbound envelope ledger
- projected feedback ledger
- inspect / report surfaces over the audit path
OpenClaw / Atlas integration
- formal OpenClaw/Atlas contract
openclaw-importfor realistic OpenClaw operator session artifacts- OpenClaw handoff context surfaced in reports
- replayable handoff bundles for restart / interruption / handoff scenarios
Governance and operator control
- governance metadata for readiness, risk, and rollback context
- review queue with ready / risky / rollback-sensitive / blocked proposal buckets
- reviewable promotion artifacts and dry-run support
- restart-safe workflow state and
resume
Why this release matters
Most projects in this space emphasize automatic skill evolution.
Atlas Evolution v1.1.0 goes deeper on the things serious operators actually need:
- auditability
- rollback-aware promotion
- recovery after interruption
- replayable handoff across people or machines
- explicit operator review
Scope boundary
This release is still intentionally conservative:
- local-first
- no RL
- no OPD
- no cloud training
- no blind self-modification
Docs
README.mdREADME_zh.mdCHANGELOG.mddocs/v1_1_milestone.mddocs/v1_2_productization_roadmap.md
Validation
python3 -m unittest discover -s tests -v- 19/19 tests passing locally at release time
中文说明
Atlas Evolution 是一个面向 OpenClaw、Atlas Memory 及同类 Agent runtime 的「受治理进化层」。
v1.1.0 是第一个真正开始具备 operator-grade 本地演化系统 气质的版本,而不是一个“会自动自进化”的演示壳。
这个版本新增了什么
Runtime ingest 与审计
- typed runtime event schema
- CLI ingest(文件 / stdin)
- 本地 HTTP ingest endpoint
- raw inbound envelope ledger
- projected feedback ledger
- inspect / report 审计面
OpenClaw / Atlas 接线面
- formal OpenClaw/Atlas contract
openclaw-import:导入更真实的 OpenClaw operator session artifact- report 可展示 OpenClaw handoff context
- replayable handoff bundles,支持重启 / 中断 / 接手后的重放
治理与 operator control
- readiness / risk / rollback context 的治理元数据
- ready / risky / rollback-sensitive / blocked 的 review queue
- reviewable promotion artifacts + dry-run
- restart-safe workflow state +
resume
为什么这个版本重要
很多同类项目重点在“自动长 skill”。
Atlas Evolution v1.1.0 往更硬的方向走了一步:
- 可审计
- 可回滚
- 中断后可恢复
- 可跨人/跨机器 handoff
- 有明确的人类 review 面
边界
这个版本仍然是保守设计:
- local-first
- 不做 RL
- 不做 OPD
- 不做云训练
- 不做盲目自我修改