# RCI Agent

A MiniWoB++ agent that uses explicit and implicit recursive criticism-and-improvement prompts to refine action plans and ground actions to browser state.

- Catalog URL: https://awesomecua.github.io/resources/github-posgnu-rci-agent/
- Original source: https://github.com/posgnu/rci-agent
- Kind: agent
- Review: curated
- Scope: core
- Environments: web
- Topics: web-navigation, planning, self-reflection, training-free
- Evidence checked: 2026-10-17T09:14:12Z
- ID: github:posgnu/rci-agent

## Limitations

The public release includes the agent, prompting utilities and a bundled MiniWoB++ environment wrapper. Its README documents older hosted model names and an OpenAI-key setup; contemporary endpoint compatibility was not tested. The repository notes that its MiniWoB++ dependency is not officially supported on Windows. MIT applies to repository code; no new trained weights are claimed.

- Record JSON: https://awesomecua.github.io/resources/github-posgnu-rci-agent/record.json

## License declarations

- code: MIT — https://raw.githubusercontent.com/posgnu/rci-agent/HEAD/LICENSE
- data: not recorded
- document: not recorded
- weights: not recorded

- code review: Repository code license; not a license for the remote language-model service.
  Sources: https://raw.githubusercontent.com/posgnu/rci-agent/HEAD/LICENSE

## Primary evidence

- https://raw.githubusercontent.com/posgnu/rci-agent/HEAD/README.md (retrieved 2026-10-17T09:14:12Z; SHA-256 6a101c867546365d21b48527781bd3af324075929067fb465c6105872070f692)
- https://api.github.com/repos/posgnu/rci-agent (retrieved 2026-10-17T09:14:11Z; SHA-256 b826fc1747a1bbe38a8df8da567a68f79936509c5325ec76a683706118c526f5)
- https://api.github.com/repos/posgnu/rci-agent/git/trees/main?recursive=1 (retrieved 2026-10-17T09:14:11Z; SHA-256 3dcb8cc06679490315f0f3636bb2795e2f717b77d4156ad0bf2429cc36e3273c)
- https://raw.githubusercontent.com/posgnu/rci-agent/HEAD/LICENSE (retrieved 2026-10-17T09:14:12Z; SHA-256 ffa8b2a603abd9ede8eb686e87c4a433110f1be47d7cc98df4977b7fb2ee72fc)