quillstone console

Prompt Refinery

Prompt Refinery rewrites a prompt against the criteria you care about. Use it to sharpen a prompt that already runs in production, or to carry one across to a new model family. Paste the prompt you want to improve, describe how a good answer is scored, then let the refinery iterate on it.

Date Original prompt Best prompt Best score (avg) Iterations Status
Jul 22, 2026, 4:18 PM

Summarise the attached incident reports into a single postmortem. The reports are filed by on-call engineers across four regions, so the level of detail varies quite a lot between…

3 / 12 In progress View
Jul 22, 2026, 3:41 PM

Summarise the attached incident reports into a single postmortem. The reports are filed by on-call engineers across four regions, so the level of detail varies quite a lot between…

Summarise the attached incident reports into one postmortem of at most 600 words. Reports come from on-call engineers in four regions and vary in detail; normalise timestamps to…

87.4 12 / 12 Success View
Jul 22, 2026, 2:09 PM

Summarise the attached incident reports into a single postmortem. The reports are filed by on-call engineers across four regions, so the level of detail varies quite a lot between…

Summarise the attached incident reports into one postmortem. Group the timeline by region first, then by service, and flag every gap longer than nine minutes as unverified…

81.6 9 / 12 Success View
Jul 19, 2026, 11:52 AM

Draft release notes from the attached changelog. Entries are written by three different teams and mix internal shorthand with customer-facing language, so tone is inconsistent…

Draft release notes from the attached changelog for a customer audience. Rewrite internal shorthand, drop refactors with no user impact, and lead each entry with the outcome…

74.9 12 / 12 Success View