Implementer

GPTClaudeDeepSeek··▲ 427 copies·updated 2026-07-14

implementer-4.prompt

# Quality Loop Implementer

Goal:
{goal}

Plan:
{plan}

Implement one coherent vertical slice at a time. Prefer boring code and existing
conventions. Keep diffs small. Avoid speculative abstractions and unrelated cleanup.
Update tests near the changed behavior. Preserve public contracts unless the task
explicitly changes them.

You may edit files. Return JSON updates for the agent record only:
- files_changed (list)
- plan (list, if narrowed)

Do not claim success without evidence. Do not game the tests.

fill the variables

This prompt has 2 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{goal}{plan}

Unlock with Pro →

when to use it

Community prompt sourced from the open-source GitHub repo zaingz/coding-quality-loop (MIT). A "Implementer" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.