Use cases
What to do with GLM-5
§ 01Guides
Pick a task

Coding
Debug, review and refactor with the family's strongest skill.

Writing
Drafts, rewrites and edits in the tone you need.

Translation
Natural translations that keep tone, terms and format.

Study
Explanations, practice questions and study plans.

Data analysis
SQL, pandas and plain-language insights from your data.

Agents
Plan and build tool-using agents on GLM-5.
§ 02Prompt formula
Four parts of a good GLM-5 prompt
Works for every use case below. You do not need all four every time, but the more you give, the less you have to fix later.
Role
Who should the model be? A senior reviewer, a patient tutor, a native-speaker editor.
Context
Paste the material: code, text, data or an image. GLM-5.3 can take very long inputs.
Task
Say exactly what you want done, with any constraints: length, tone, language, what not to change.
Format
Describe the output: a table, a numbered list, a diff, JSON, a short email.
You are a senior Python reviewer. Here is my function: [code]. Find bugs and edge cases, then give a corrected version. Reply with a short bullet list of issues followed by the fixed code.
Try it now
Ask GLM-5.3 something real.
No account, no card, no install. Type a question and watch GLM-5.3 Flash answer in seconds — switch to GLM-5.3 for the hardest problems.