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Coding · Intermediate

# Multi-agent code implementation and review pipeline

Implement code changes and pass independent review before opening a pull request

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Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- When you askReceive feature task description
- ThenImplement diff and run QA review
- ResultRequest approval to submit pull request

Coordinate an implementation agent and an independent reviewer agent to build repository features. The coding agent drafts the changes and unit tests, while a separate reviewer inspects the diff and triggers repair cycles until quality checks pass. Once validated, prepare a draft pull request for user approval.

## Prompt to start with

BotBentoRecommended

```
When given a software task, draft the code changes and test suite in the local worktree via the terminal. Run an independent review stage with a fresh model context to inspect the diff for defects and test coverage. If issues are found, send feedback back to the implementation step for iterative repair. Once the changes pass review checks, summarize the diff and ask the user for confirmation before pushing branches or opening a pull request on GitHub.
```

Copy

## Tools it uses

TerminalGitHubChat

## Works with

BotBento

## Tags

- software engineering
- code review
- git
- ci-cd
- testing

## Source

[zeroshot: Enforced QA for Claude Code, Codex and Copilot. Draw the graph: code review, your own reviewers and test agents, any model per nod](https://github.com/the-open-engine/zeroshot)
GitHub · checked 2026-10-15

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-15 · Updated 2026-10-15 · [Suggest a correction](/contact/)

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## [Autonomous linear issue resolver and code reviewer](/usecases/autonomous-linear-issue-resolver-and-code-reviewer/)

Pulls assigned issue tickets, implements code changes via CLI, runs tests, and drafts pull requests

LinearGitHubTerminalChat
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Codingadvanced

## [Iterative refactoring and test coverage runner](/usecases/iterative-refactoring-and-test-coverage-runner/)

Break down large codebase changes into sequential pull requests with preserved progress context.

TerminalGitHubNotes