67 - log of major iterations67 - log of major iterations
68 - remaining risks or weak spots68 - remaining risks or weak spots
69 69
70[Open in the Codex app](codex://new?prompt=I+have+a+difficult+task+in+this+workspace+and+I+want+you+to+run+it+as+an+eval-driven+improvement+loop.%0A%0ABefore+changing+anything%3A%0A-+Read+%60AGENTS.md%60.%0A-+Find+the+script+or+command+that+scores+the+current+output.%0A%0AIteration+loop%3A%0A-+Make+one+focused+improvement+at+a+time.%0A-+Re-run+the+eval+command+after+each+meaningful+change.%0A-+Log+the+scores+and+what+changed.%0A-+Inspect+generated+artifacts+directly.+If+the+output+is+visual%2C+use+%60view_image%60.%0A-+Keep+going+until+both+the+overall+score+and+the+LLM+average+are+above+90%25.%0A%0AConstraints%3A%0A-+Do+not+stop+at+the+first+acceptable+result.%0A-+Do+not+revert+to+an+earlier+version+unless+the+new+result+is+clearly+worse+in+scores+or+artifacts.%0A-+If+the+eval+improves+but+is+still+below+target%2C+explain+the+bottleneck+and+continue.%0A%0AOutput%3A%0A-+current+best+scores%0A-+log+of+major+iterations%0A-+remaining+risks+or+weak+spots "Open in the Codex app")
71
70I have a difficult task in this workspace and I want you to run it as an eval-driven improvement loop.72I have a difficult task in this workspace and I want you to run it as an eval-driven improvement loop.
71 Before changing anything:73 Before changing anything:
72 - Read `AGENTS.md`.74 - Read `AGENTS.md`.