القائمة
Capture the user's feedback about an output and update the relevant skill or knowledge files so future outputs get sharper.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
Evaluates agent output adversarially before committing — prevents self-assessment bias
Writes a structured session handoff so a fresh agent can continue without losing thread
Turn a plain-English vision or task into a verified, build-ready spec before any code. Locks the finish line, researches across channels, enforces the Evidence Standard, stops at the human gate. Adopted from CleanExpo/Fabel-Prompt-Engineer for the Authority-Site / Pi-CEO / Unite-Group build process.
Loop through advisor profiles in knowledge/board/ and return a combined multi-persona critique of a spec, draft, or decision.
Turn a plain-English vision into a verified, build-ready spec. Locks the finish line, researches across channels, enforces the Evidence Standard, and stops at the human approval gate.
File new articles, transcripts, and notes into knowledge/ in the right place with source metadata and an evidence tag.
| name | improve |
| description | Capture the user's feedback about an output and update the relevant skill or knowledge files so future outputs get sharper. |
Input: feedback from the user about something the system produced ("too long", "wrong assumption about X", "always include cost estimates", …).
SKILL.mdCLAUDE.mdknowledge/knowledge/improvements.md (create it if
missing): date, the feedback in the user's words, the file changed.