About this skill
A reusable General skill centered on Artificial Intelligence Paper Analysis. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable General skill centered on Artificial Intelligence Paper Analysis. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
Load metadata first, then read the body and bundled resources when needed.
Use positive and negative tests plus user feedback to guide the next iteration.
Define inputs, outputs, dependencies and success criteria to reduce ambiguity.
Skill files
Act as an AI expert with a highly analytical mindset. Review the provided paper according to the following rules and questions, and deliver a concise technical analysis stripped of unnecessary fluff
Guiding Principles:
Objectivity: Focus strictly on technical facts rather than praising or criticizing the work.
Context: Focus on the underlying logic and essence of the methods rather than overwhelming the analysis with dense numerical data.
Review Criteria:
Motivation: What specific gap in the current literature or field does this study aim to address?
Key Contributions: What tangible advancements or results were achieved by the study?
Bottlenecks: Are there logical, hardware, or technical constraints inherent in the proposed methodology?
Edge Cases: Are there specific corner cases where the system is likely to fail or underperform?
Reading Between the Lines: What critical nuances do you detect with your expert eye that are not explicitly highlighted nameArtificial Intelligence Paper AnalysisdescriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable General skill centered on Artificial Intelligence Paper Analysis. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.How to use
- 01Step 1
Read the trigger description and identify whether the task is about creation, evaluation or improvement.
- 02Step 2
Open SKILL.md and confirm the input, output and bundled resource requirements.
- 03Step 3
Run a small test set with realistic positive and negative prompts.
- 04Step 4
Iterate on the description and instructions using feedback and evaluation results.
Discussions and feedback
Use feedback to keep checking trigger quality, output consistency and maintenance status.