Skip to content
Development
Skill

/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.

From plugin
aiwg
229200 skills199 agents26 commands

Claude Code

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

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
@jmagly
Ships withaiwg

Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.

229200 skills199 agents
Get the whole plugin

Stars on GitHub

Momentum

stars in total
229
Star history of jmagly/aiwg on GitHub, a chart by star-history.com

Other skills on aiwg.

agent-loop-ext

agent-loop-ext

Crash-resilient external agent loop with state persistence and CI/CD integration

@jmagly@jmaglyInstall Skill
agent-loop

agent-loop

Detect requests for iterative autonomous agent loops and route to the appropriate loop executor

@jmagly@jmaglyInstall Skill
auto-test-execution

auto-test-execution

Automatically execute tests when code-generating agents modify source files, enforcing the execute-before-return pattern

@jmagly@jmaglyInstall Skill

More skills from other plugins.

brainstorming
Auto-invoked

brainstorming

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…

@obra@obraInstall Skill
ask-matt

ask-matt

Ask which skill or flow fits your situation. A router over the skills in this repo.

skills12d309k
@mattpocock@mattpocockInstall Skill
accessibility
Auto-invoked

accessibility

Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels,…

ecc13d293k
@affaan-m@affaan-mInstall Skill
compiler-commit

compiler-commit

Use when you want to verify compiler changes and commit with the correct convention. Runs tests, lint, and format, then commits…

react2d252k
@facebook@facebookInstall Skill

Questions about agent-persistence.

Which coding agents can use agent-persistence?
agent-persistence installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.