Teach your agent once. Let it replay forever.

Aionis turns agent execution into reusable workflows.

Most memory plugins focus on conversations.
Aionis also records what the agent actually did and allows the workflow to be replayed later.

Install PluginGitHubDocs
Replay Execution Session
$ agent.run("install clawbot")
trace_id: trc_0192
playbook_id: pbk_0f21
replay.mode: guided
policy.guardrails: enabled
repair.shadow_validation: true
status: replay_success
overall_status: passreplay_status: passlatency: 1.2s

⟩ Watch an agent learn a workflow

  1. 01Agent installs Clawbot
  2. 02Execution trace recorded
  3. 03Playbook compiled
  4. 04Next run replays automatically
Agent Workflow Demo
$ openclaw plugins install @aionis/openclaw$ agent.run "install clawbot"[trace] execution trace recorded[compile] playbook created: pbk_0f21[replay] strict mode passed[replay] guided mode availableoverall_status: pass

Instead of re-reasoning every step, the agent simply reuses the workflow.

⟩ What Aionis actually does

Most agent memory systems store conversation history. Aionis stores execution history — turning one successful run into a reusable workflow.

run→execution trace→compile playbook→replay→repair→promote

Today's agents: reason → act → forget. Every task is solved from scratch.
With Aionis: reason → act → remember → reuse. Agents become more stable over time.

⟩ Core capabilities

Replayable Execution

Record agent runs and replay them as deterministic workflows.

Policy Loop

Memory influences tool routing. Rules and feedback shape behaviour over time.

Layered Context

Context assembled in layers: facts, episodes, rules, tools, citations.

Repair & Promotion

When a replay fails: repair, shadow validation, promotion.

⟩ Memory plugins vs Aionis

Capabilitymem0supermemoryAionis
Chat memory✔✔✔
Vector recall✔✔✔
Execution trace✘✘✔
Replay workflows✘✘✔
Policy loop✘✘✔
Governed repair✘✘✔

Most memory plugins stop at retrieval. Aionis turns memory into automation.

⟩ Install in 30 seconds

Install the OpenClaw plugin and give your agent replayable execution memory.

Terminal
openclaw plugins install @aionis/openclaw
openclaw aionis-memory bootstrap
openclaw aionis-memory selfcheck

⟩ What people use this for

install development environments
deploy docker stacks
configure coding agents
automate research workflows
setup local AI tooling

If an agent can do it once, it can replay it.

⟩ FAQ

Is this just RAG memory?

No. RAG stores knowledge. Aionis stores execution. It records how the agent completed tasks and allows replay.

Does this require cloud services?

No. Aionis can run locally in standalone mode.

What agents are supported?

The OpenClaw plugin is available today. Other agent frameworks can integrate through the API.

Is replay deterministic?

Replay supports simulate, strict, and guided modes. Guided replay can repair failed steps and promote improved workflows.