Classify research contribution novelty and verify target venue tier alignment.
npx skills add https://github.com/EvoClaw/amplify --skill novelty-classifier
Please help me install this Agent Skill. Skill: novelty-classifier Source: https://github.com/EvoClaw/amplify/tree/main/skills/novelty-classifier Command: npx skills add https://github.com/EvoClaw/amplify --skill novelty-classifier
Classifies the novelty of a research contribution to prevent overstatement and misalignment with target venues.
Provide an honest novelty classification for a research contribution and verify its alignment with the target venue tier.
High-intent search queries and answers about installing and using this skill.
To classify novelty, the skill assesses your research contribution after literature review and method design to enforce a single primary type and verify alignment with target venue tiers. It assigns an innovation degree and triggers warnings for any misalignment.
When novelty classification downgrades between phases, the skill triggers explicit warnings. This mechanism prevents overstatement and ensures your contribution remains properly aligned with the expected tier of your target venue.
You need to verify venue alignment because method design and literature review can shift the actual contribution. The skill enforces a single primary type and assigns an innovation degree to ensure your paper honestly matches the target venue tier.
Yes, you can use it to check contribution fit. The skill enforces a single primary contribution type and evaluates this against your target venue tier, generating warnings if the assigned innovation degree indicates misalignment.
You should assess contribution novelty after your literature review and after method design. Running the classification at these stages verifies your honest contribution type and venue alignment before submission, preventing accidental overstatement.
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EmaRimoldiAutomate manuscript production from blueprint to LaTeX submission package.
EmaRimoldiCompare research contributions against prior works and classify novelty.
medusa-computeValidate early-stage research ideas for novelty and technical contribution potential.
