Generate grounded improvement ideas and critique them adversarially.
npx skills add https://github.com/kwam1na/athena --skill ce-ideate-kwam1na
Please help me install this Agent Skill. Skill: ce-ideate Source: https://github.com/kwam1na/athena/tree/main/.agents/skills/ce-ideate Command: npx skills add https://github.com/kwam1na/athena --skill ce-ideate-kwam1na
ce-ideate helps teams generate a large set of grounded ideas for a topic and evaluate them through adversarial critique, ensuring suggestions stay rooted in the repo or user context.
Provide a topic and context, then run ce-ideate to generate and critique grounded ideas, returning a ranked set of survivors.
High-intent search queries and answers about installing and using this skill.
Grounded ideation identifies actionable codebase improvements by generating diverse frames aligned to your repository context, then applying adversarial critique to prune weak suggestions and surface strong warrants. The result is a ranked set of structured survivors with explicit rationale.
Adversarial critique evaluates generated improvement ideas to identify weaknesses and validate their grounding in the provided context. It prunes weak ideas and ensures surviving suggestions have a clear warrant and structured rationale for persistence.
Yes, grounded ideation supports user-provided domains and topics outside the repository. You provide the topic and context, and the process generates multi-frame ideas, critiques them adversarially, and returns structured survivors with explicit warrants.
Provide a topic and your context or codebase, then run the ideation process to generate multi-frame ideas. The system applies adversarial filtering and returns a ranked set of structured survivors with clear warrants suitable for export to docs.
Grounded ideation ensures ideas stay rooted by aligning multiple frames to the actual codebase or provided context. Adversarial filtering then prunes ungrounded suggestions, leaving only structured survivors with explicit warrants and rationale.
Ideation with adversarial filtering applies to topics within your repository or user-provided domains, generating diverse frames and structured survivors. It requires providing the topic and context to produce grounded, warranted ideas for persistence.
sommioGenerate codebase-grounded improvement ideas through multi-phase ideation workflows.
DieStokGenerate and evaluate grounded improvement ideas with explicit warrants for software projects.
KingInYellowsGenerate grounded ideation with multi-frame critique from repository context.
zenbase-aiGenerate structured learning and improvement curricula from repository state and brain session.
