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Prompts and workflows

GLM-5.3 · workflow

Plan before editing in ZCode

In ZCode, inspect the project and approve a plan before using a small task to verify the edit-and-test loop.

Source reviewed; not testedZCode live account route and a reversible repository task

Prerequisites and inputs

  • ZCode account/provider
  • workspace
  • reversible task
  • project path

Complete templates

Editorial adaptation: auditable workflow

Tabbit editorial adaptation; not the original source prompt
Run one reversible GLM-5.3 task with these inputs:

- ZCode account/provider: {{ZCODE_ACCOUNT/PROVIDER}}
- workspace: {{WORKSPACE}}
- reversible task: {{REVERSIBLE_TASK}}
- project path: {{PROJECT_PATH}}

State the plan, environment, and acceptance criteria; get human approval, then separate source facts, model output, and items still to verify.

Replace before running: ZCode account/provider, workspace, reversible task, project path

Steps

  1. Check the account, regional provider, and model selector as shown in ZCode now.

  2. Open the workspace and run a read-only inspection; ask for the project, issues, and repair plan.

  3. Approve it manually, then make one small reversible change and run tests.

  4. Review the diff, tests, and remaining quota; treat trial terms as live client state.

Read the source research notes

Core content summary

The author published a guide to getting and using GLM-5.3 for free (step-by-step instructions plus a recommended initial prompt), which was indexed by Google's prompt search after publication.

Full guide

"glm-5.3 is free in zcode. Here's how to get access: 1. Download ZCode from zcode/z.ai. It supports macOS, Windows, and… This is a necessary excerpt; read the original source for full context.

Interpretation of the prompt's key points

  • "Look first, act later" prompt (especially effective for GLM-5.3 because its training emphasizes "project awareness + long-horizon planning"):

"Inspect this project, explain its structure, identify the main problems, and propose a step-by-step fix plan. Do not ch… This is a necessary excerpt; read the original source for full context.

  • Workflow recommendation: start with a small task → ask the agent to inspect the repository first → approve the plan → then let the agent edit files, run commands, and test → review the diff before accepting.

  • This is consistent with the official principle that "context management is the most important" (the Zhipu prompt guide): establish project context first (structure and tech stack), then execute step by step.

  • Note: the rollout is limited, so some users may see only GLM-5.2/GLM-5-Turbo; free-trial terms may change, so rely on the live balance in ZCode.

Key data

  • Platform: X (Twitter)

  • Time: 2026-08-16/17

  • Type: Practical guide (with a recommended initial prompt)

Source and dates

X (Twitter) · Source date: 2026-08-16 · Edited: 2026-09-20

Read the original source
Variable checklist

Still to replace: 4

ZCode account/providerworkspacereversible taskproject path

Related prompts

Build staged coding tasks with explicit contextWatch cache and context use in ZCodeCheck Arena free-access state liveCompare models with one fixed Hermes task

Related reviews

Z.ai Official Technical Blog: Frontier Coding and Emergent Cybersecurity Capabilities (Z.ai)GLM-5.3 Review: Advanced Cybersecurity Capabilities and Coding Gains (VentureBeat)GLM-5.3: BenchLM's Source-Verifiable Benchmark Ledger and "Not Ranked" ConclusionReddit r/LocalLLaMA: Community Reaction to the GLM 5.3 Release

Read the full analysis

Overview · English

GLM-5.3 Explained: What Changed from GLM-5.2

GLM-5.3 keeps the GLM-5.2 base but adds post-training for longer coding and agent tasks. Compare the changes, access paths, costs, and open risks.

GLM-5.3

Use GLM-5.3 in Tabbit

Run this guide in the environment listed above. Downloading does not transfer the template or establish model availability for your account.