verbalized-sampling plugin
Training-free prompting technique that improves output diversity by 1.6-2.1x through verbalized probability distributions, addressing RLHF mode collapse
How to install the verbalized-sampling plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add jmagly/aiwg
/plugin install verbalized-sampling@aiwgWhat's inside verbalized-sampling
2 parts read from the plugin's own files.
Agents 1
Call as @agent-verbalized-sampling:name- @agent-verbalized-sampling:verbalized-content-diversifier
No description in the file.
Skills 1
Claude loads it when the task matches- diversity-tuning
No description in the file.
Using verbalized-sampling in Claude Code
Ask for an agent by name:
@agent-verbalized-sampling:verbalized-content-diversifierSkills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update verbalized-sampling@aiwg
- Refresh the marketplace
- /plugin marketplace update aiwg
- Turn it off for now
- /plugin disable verbalized-sampling@aiwg
- Remove it
- /plugin uninstall verbalized-sampling@aiwg
verbalized-sampling plugin questions
How do I install the verbalized-sampling plugin?
In Claude Code run /plugin marketplace add jmagly/aiwg, then /plugin install verbalized-sampling@aiwg.
What does the verbalized-sampling plugin include?
verbalized-sampling bundles 1 agent, 1 skill.
Which agents come with verbalized-sampling?
verbalized-content-diversifier. Call one with @agent-verbalized-sampling:verbalized-content-diversifier.
How do I update or remove the verbalized-sampling plugin?
Update it with claude plugin update verbalized-sampling@aiwg in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall verbalized-sampling@aiwg.