Generate diverse creative outputs via verbalized sampling with extended thinking.
npx skills add https://github.com/davdunc/pai-framework --skill becreative-davdunc
Please help me install this Agent Skill. Skill: BeCreative Source: https://github.com/davdunc/pai-framework/tree/main/skills/BeCreative Command: npx skills add https://github.com/davdunc/pai-framework --skill becreative-davdunc
BeCreative helps you overcome generic, cookie-cutter outputs by producing genuinely diverse candidate ideas internally and then selecting the strongest response for the user.
Ask for an unconventional angle by saying: "Be creative and generate a novel story premise about a detective bear in noir, avoiding common bear-story clichés."
High-intent search queries and answers about installing and using this skill.
To generate diverse ideas and avoid generic outputs, the Skill uses verbalized sampling with extended thinking to internally produce multiple diverse candidates and then selects the strongest response for you.
Yes, you can expand a small seed dataset into a larger JSONL corpus for evaluation using the SyntheticDataExpansion workflow, which stores the expanded data downstream for prompt-injection testing and training.
Verbalized sampling is a technique that targets low-probability sampling options internally to drive diversity during brainstorming, ensuring the final selected output comes from a genuinely novel set of candidate ideas.
Yes, this approach works for technical creativity and framing angles by routing requests through multiple workflows, including domain-specific framing, tree-of-thought branching, and maximum novelty generation.
The best way to prompt for an unconventional marketing concept is to explicitly request a novel angle while specifying constraints to avoid common clichés, allowing the internal routing to select the maximum novelty workflow.
superagent-aiGenerate labeled adversarial prompts and responses for guardrail training data.
MantisWareGenerate synthetic test inputs from YAML dimension specifications into jsonl, yaml, or csv.
RooseveltAdvisorsRoute creative requests to specialized workflows using Gemini 3 Pro.
BishopCodesGenerates multiple diverse options before synthesizing a single high-quality response for creative tasks.
