Zeina. Agent Prototype

Skills-driven content calendar agent — web + email trigger

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Agent memory

Everything here is injected into every future request's prompt (see prompts.py / memory_store.py). standing_rules, verified_dishes, and banned_terms are curated — add/remove them as lessons get confirmed. request_notes auto-fills whenever feedback is submitted; prune anything that turned out to be one-off rather than a general rule.

Standing rules

Durable behavioral instructions applied to every request.

Before presenting a recipe, dish name, or specific quantity/timing claim as fact, either confirm it's already in the verified_dishes list below, verify it with WebSearch and say what you found, or flag it explicitly as unverified. Do not present an estimate as a checked fact.
Do not change ingredient quantities, ratios, or amounts unless the feedback explicitly asks for it. If a quantity is unverified, flag it as unverified rather than silently adjusting it based on an assumption.
Never state that a specific claim, phrase, or ingredient came from a specific skill file (or any other source) unless you can point to exactly where. If you're not sure where something came from, say so directly instead of naming a source.

Verified dishes

Dishes confirmed real — skips re-verification.

شوربة الخضار بمكرونة
Vegetable soup with pasta added, common in colder months.
مكرونة بالكبدة والصلصة
Pasta with liver and tomato sauce, real budget staple.
مكرونة بالجبنة القريش والطماطم
Pasta with قريش cheese and tomato, real budget staple.
مكرونة الفرن باللانشون
Baked pasta with luncheon meat, common family tray bake.
مكرونة بالخضار
Vegetable pasta, common home-cooking staple.
مكرونة بالتونة
Tuna pasta, common Egyptian home-cooking staple.
عجة المكرونة
Egyptian pasta frittata (pasta + egg + cheese, pan-cooked).
كشري
Classic Egyptian dish; lentils/rice/pasta layered with tomato sauce and fried onion.

Banned / fabricated terms

Known-fake terms the agent must never use again.

موتزاريلا بلدي
Not a real product — 'بلدي' (baladi/local) contradicts mozzarella, an imported cheese. This was fabricated and falsely attributed to a skill file in an earlier run. If a tray-bake needs a meltable cheese, use جبنة رومي (already used correctly elsewhere) or plain موتزاريلا without 'بلدي'.

Request feedback log

Auto-logged raw feedback from past requests (audit trail).

Nothing here yet.