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/agent-persistence

Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.

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aiwg
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Install
$ npx -y skills add jmagly/aiwg --skill agent-persistence --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/agent-persistence

Context preview

The summary Claude sees to decide when to auto-load this skill.

Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.

SKILL.md

agent-persistence.SKILL.md
namespace: aiwg
name: agent-persistence
platforms: [all]
description: Enable and explain the reusable human-in-the-loop gates used by persistent agent loops for destructive actions, false-positive overrides, and recovery escalation.
triggers:
  - enable agent persistence gates
  - configure human checkpoints for agent loops
  - add destructive action authorization
  - configure recovery escalation gates

Agent Persistence

Use this driver to activate or understand the `agent-persistence` addon:

aiwg use agent-persistence

The addon supplies deterministic gate definitions, not a replacement loop runtime. Compose it with `agent-loop` or another orchestrator that supports human checkpoints.

Canonical gates

  • `destructive-action-gate.yaml` requires authorization before destructive work.
  • `false-positive-override-gate.yaml` records reviewed policy overrides.
  • `recovery-escalation-gate.yaml` escalates bounded recovery failures.

Read the gate contract before integrating it, preserve its authorization boundary, and use the owning loop's status surface to verify activation.

References

  • @$AIWG_ROOT/agentic/code/addons/agent-persistence/docs/hitl-integration.md
  • @$AIWG_ROOT/agentic/code/addons/agent-loop/skills/agent-loop/SKILL.md
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