Build a glossary for a new codebase
Gemini handles this as a draft: Terms from the README I paste. Do not edit the repo.
- Steps
- 4
- Cost
- low
- Time
- Half an hour
Unverified · gemini.google · 16 Oct 2026
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Playbooks where the agent reads a repository, edits code, or prepares a pull request a person still merges.
Gemini handles this as a draft: Terms from the README I paste. Do not edit the repo.
Unverified · gemini.google · 16 Oct 2026
Devin handles this as a draft: Columns and the backfill question. Do not run SQL.
Unverified · docs.devin.ai · 16 Oct 2026
Cursor handles this as a draft: Replace emails with placeholders. Do not use production data.
Unverified · cursor.com · 16 Oct 2026
Claude Code handles this as a draft: Scripts, main files, and the test command in the README. Do not push.
Unverified · code.claude.com · 16 Oct 2026
Codex CLI handles this as a draft: Old, new, and who reads it in the snippets I paste. Do not ship the API.
Unverified · learn.chatgpt.com · 15 Oct 2026
Cursor handles this as a draft: The smallest change that could explain the failure I paste. Do not commit.
Unverified · cursor.com · 15 Oct 2026
Claude Code reads a single module, writes characterization tests, then changes structure only where those tests pass.
Unverified · code.claude.com · 15 Oct 2026
Cursor's agent searches the repo, edits the files for one ticket, and runs the checks you name. The ticket's out-of-scope list is part of the prompt.
Unverified · cursor.com · 15 Oct 2026
GitHub Copilot handles this as a draft: What changed and how to test. Do not open the PR.
Unverified · docs.github.com · 15 Oct 2026
Claude Code handles this as a draft: Which commands are missing a script entry. Do not rewrite the README until I agree.
Unverified · code.claude.com · 14 Oct 2026
Codex CLI handles this as a draft: Cases, including the one that should fail today. Do not merge.
Unverified · learn.chatgpt.com · 14 Oct 2026
Devin handles this as a draft: One message per hunk group I describe. Do not commit.
Unverified · docs.devin.ai · 14 Oct 2026
Codex CLI investigates a single red check, patches it, and shows the command output. It does not rewrite the suite to go green.
Unverified · learn.chatgpt.com · 14 Oct 2026
GitHub Copilot handles this as a draft: Name, role, and keyboard notes from the snippet. Do not restyle the app.
Unverified · docs.github.com · 13 Oct 2026
Cursor handles this as a draft: From the tests I paste. Do not change runtime behavior.
Unverified · cursor.com · 13 Oct 2026
Devin handles this as a draft: Network, auth, and migrations. Quote the lines. Do not approve the PR.
Unverified · docs.devin.ai · 13 Oct 2026
GitHub Copilot writes a PR summary a reviewer can check against the diff: what changed, how to test, and risks. It does not approve the PR.
Unverified · docs.github.com · 12 Oct 2026
Claude Code summarizes breaking changes for a single dependency, applies the upgrade, and runs the existing tests. Major bumps stay behind a question.
Unverified · code.claude.com · 12 Oct 2026
Perplexity handles this as a draft: What the message says and the line I paste. Do not rewrite the whole project.
Unverified · docs.perplexity.ai · 11 Oct 2026
GitHub Copilot handles this as a draft: What it owns and what it must not import, from the code. Do not refactor it.
Unverified · docs.github.com · 11 Oct 2026
Codex CLI handles this as a draft: What the user sees for each branch. Do not deploy.
Unverified · learn.chatgpt.com · 11 Oct 2026
Devin picks up one issue and opens a PR. The playbook tells it which repo, which commands, and what not to touch.
Unverified · docs.devin.ai · 9 Oct 2026
Cursor Agent adds a failing test for a known bug, then the fix, and stops if the test never failed.
Unverified · cursor.com · 9 Oct 2026
Devin handles this as a draft: The command in the runbook I paste and the signal that means stop. Do not execute it.
Unverified · docs.devin.ai · 8 Oct 2026
Claude Code handles this as a draft: Breaking changes that mention the version I am on. Do not run the upgrade.
Unverified · code.claude.com · 8 Oct 2026
Copilot lists cases for a change you describe. You run them. The plan is not permission to skip the ones that are slow.
Unverified · docs.github.com · 2 Oct 2026
Claude Code writes a one-page map of how to run, test, and change the system. It does not edit application code.
Unverified · code.claude.com · 2 Oct 2026
GitHub Copilot handles this as a draft: Frames in our code, not the library, first. Do not push a fix.
Unverified · docs.github.com · 30 Sep 2026
Cursor handles this as a draft: Acceptance checks from the ticket text. Do not start coding until I say so.
Unverified · cursor.com · 30 Sep 2026
Cursor Agent walks one screen for missing names, keyboard traps, and contrast notes, then patches the clear code issues.
Unverified · cursor.com · 26 Sep 2026
The n8n agent drafts a Linear issue from a bug report in Slack and shows it to you before anything is filed.
Unverified · docs.n8n.io · 26 Sep 2026
Codex CLI builds a feature described as observable behavior, runs the tests you name, and leaves unrelated files alone.
Unverified · learn.chatgpt.com · 18 Sep 2026
Use Devin's session output as a review packet: commands run, files touched, and tests actually executed. The playbook is for the reviewer, not a second coding agent.
Unverified · docs.devin.ai · 18 Sep 2026
Codex CLI handles this as a draft: Flags with no reference in the search I paste. Do not delete them.
Unverified · learn.chatgpt.com · 12 Sep 2026
Claude Code handles this as a draft: Which ones are not on the allow list I wrote. Do not add packages.
Unverified · code.claude.com · 12 Sep 2026