المال
Audit recurring spend with a ledger and human money gate
Teams see what got charged, not which renewals still deserve a decision.
نقطة الألم
Myttle (@xmyttle) rebuilt SpaceXAI's procurement lesson into a stealable desk: connect Invoice → usage → owner → terms → market price → human approval. Keep four states (detected / validated / approved / realized) so "found" never equals "saved." Start with evidence copies (CSV, receipts folder, read-only contracts), one durable ledger row per product, a small deterministic recurrence script, then four narrow detectors (recurrence, usage, overlap, market). Bot chases evidence; humans still own money, contracts, and vendor messages.
ماذا تثبّت أو تنشئ
Stand up a spend-audit bot with read-only evidence only. Build the ledger fields she lists. Run recurrence in code; let the bot judge messy matches. Queue decisions with next-evidence-needed. Hard stop before vendor contact, plan change, cancel, buy, or any payment credential.
الروبوتات
Spend Audit
Maps recurring charges to owners, usage, and renewal deadlines; queues human decisions.
الإضافات
لا شيء في اليوم الأول. اتبع خطوات التشغيل الأول.
الملفات
Redacted transaction CSV, receipts folder, read-only contracts/invoices, owner list, optional seat/activity exports.
Spend ledger sheet/DB with detected→realized status fields.
الروتينات
Weekly: review rows added since last audit; refresh evidence; queue decisions before renewal deadlines.
النص التوجيهي
هذه نصيحة، وليست نصًا توجيهيًا للنظام يمكن لصقه. لم ينشر المؤلف نصًا. اتبع خطوات التشغيل الأول.
التشغيل الأول
- 1Read https://x.com/xmyttle/status/2096950019756556546 (and the follow-up control-loop note at https://x.com/xmyttle/status/2097082365273104602).
- 2Collect evidence copies only — no full card numbers, auth codes, or payment authority.
- 3Create one ledger row per product with her fields, including status (detected/validated/approved/realized) and next evidence needed.
- 4Detect recurrence with a small script; hand candidates to the bot with receipts, usage, and contracts.
- 5Run four narrow detectors: recurrence, usage, overlap, market — never a vague "review my expenses."
- 6Human decides cancel / reduce / switch / renegotiate. Bot never messages vendors or moves money.
حاجز الموافقة
Never cancel, renegotiate, email a vendor, buy, or touch payment credentials without an explicit human yes. Evidence and recommendations only until then.
ما الذي تعدّله
Steal the control loop and the four savings states. Company-reported dollar figures are theirs, not yours to claim.
المصدر
Myttle @xmyttle · المنشور الأصلي
غير تابع لـ xAI. لم نكتب هذا النص التوجيهي. تبقى شروط القوالب التابعة لطرف ثالث سارية.
حزمة Pro
تريد الإعداد الكامل، لا الفكرة فقط؟
تمنحك حزم Pro وصف الوظيفة والنصوص التوجيهية والجداول والمزالق لحالات الاستخدام الشائعة.