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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Role
Playbooks that name Software engineer as someone who would run them or review the output.
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
LangGraph handles this as a draft: What they saw, when, and what I should not click. Do not reply with a link.
Unverified · docs.langchain.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
Grok Bot handles this as a draft: What repeated, with links or ids I included. No blame lines. Do not post the retro.
Unverified · docs.x.ai · 13 Oct 2026
CrewAI handles this as a draft: Hardware, date, and what the authors say they did not test. Do not treat it as a purchase recommendation.
Unverified · docs.crewai.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
CrewAI handles this as a draft: Term and the sentence in the packet. Do not add outside definitions.
Unverified · docs.crewai.com · 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
Zapier Agents handles this as a draft: Open incidents and the last action, from the notes I paste. Do not page anyone.
Unverified · zapier.com · 8 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
Perplexity handles this as a draft: Which fields are missing descriptions. Do not query production data.
Unverified · docs.perplexity.ai · 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
Lindy handles this as a draft: Steps, expected, actual. Mark unknowns. Do not file it if the tracker needs an engineer.
Unverified · lindy.ai · 30 Sep 2026
CrewAI handles this as a draft: Each doc's definition, quoted. Do not pick one as official.
Unverified · docs.crewai.com · 30 Sep 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
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
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