AutoSwarm-Shadow-Adapter
AutoSwarm-Shadow-Adapter is a human review add-on that lets AI agent workflows pause for a person's sign-off without stalling.
What it is good for
- Routing final approval of AI-drafted work to a human reviewer
- Letting AI agent tasks wait for human input without timing out
- Keeping an audit trail of who approved AI work
- Handing AI-drafted deliverables to remote human or GPU workers
At a glance
- Who it is for
- Setup
- Requires programming
Level 5 of 5. You need to write code to use it.
- Cost
- Free and open source
- Type
- Other
- Tasks
- Works with
- AutoSwarm, OpenOPC
Momentum
- Rank this week
- #6 in builder tools
- Best rank
- #3 week 43, 2026
- Stars gained last week
- +1,622
- GitHub stars
- 5,130
GitHub numbers as of Nov 2, 2026. Updated weekly.
Ranking history
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
Questions
- Is AutoSwarm-Shadow-Adapter free?
- Yes. It is free and open source (MIT license).
- Do I need to know how to code to use AutoSwarm-Shadow-Adapter?
- Yes. You need to write code to use it.
- What does AutoSwarm-Shadow-Adapter work with?
- According to its own documentation, it works with AutoSwarm and OpenOPC.
- What is AutoSwarm-Shadow-Adapter good for?
- Routing final approval of AI-drafted work to a human reviewer, letting AI agent tasks wait for human input without timing out, keeping an audit trail of who approved AI work, and handing AI-drafted deliverables to remote human or GPU workers.
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