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Given a trip and your points balances, find the best award redemption — program, transfer path, routing, and cents-per-point. Ranks all viable options so you don't leave value on the table.
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基于 SOC 职业分类
Strategy guide for finding award space — when to search, which tools to use, how far out to look, and how to unlock availability that doesn't show online. Pairs with booking-process for execution.
Evaluate current credit card sign-up bonuses against historical highs. Apply/wait/skip verdict per card. Checks live sources and flags elevated offers before they expire.
End-to-end award booking process — from finding space to confirmed ticket. Covers search tools, transfer timing, phone scripts, and what to do when it breaks. Never lose an award seat to a timing mistake again.
Given a spend profile and travel goals, design the optimal 2-3 card stack — which cards to hold, which category each card wins, and whether the annual fees justify the benefits.
Audit the Eidos Travel Hub for stale data, missing skills, broken playbook steps, and index misalignment. Returns a scored health report with severity-ranked findings and copy-pasteable fixes.
Propose improvements to the Eidos Travel Hub — new skills, updated bonus data, corrected award charts, new transfer partners, or playbook gaps. Motivated by a real gap in a travel hacking scenario.
| name | points-optimizer |
| description | Given a trip and your points balances, find the best award redemption — program, transfer path, routing, and cents-per-point. Ranks all viable options so you don't leave value on the table. |
Turns a pile of points across multiple programs into a specific booking recommendation with transfer path, routing, and CPP estimate.
{
"$schema": "https://json-schema.org/draft/2020-12",
"title": "Points Optimization Report",
"purpose": "Rank all viable award options for a given trip using the user's actual points balances. Every option must include a complete transfer path from currency held to program used. CPP is estimated from standard award charts — flag when dynamic pricing applies.",
"constraints": [
"Only recommend options the user can actually fund with their current balances (including planned transfers)",
"Show transfer path at each step: e.g. 'Chase UR → United MileagePlus at 1:1 = 80k miles needed, user has 95k UR'",
"Flag dynamic pricing programs (Delta SkyMiles, United at times) — CPP may differ from estimate",
"Flag programs where booking requires a phone call vs. online",
"Include fuel surcharge warning for BA Avios on partner metal",
"Rank by CPP descending — best value first"
],
"required": ["trip", "cabin", "options", "recommendation"],
"properties": {
"trip": { "type": "string", "description": "Origin → Destination, approximate dates" },
"cabin": { "enum": ["economy", "premium_economy", "business", "first"] },
"options": {
"type": "array",
"items": {
"required": ["rank", "program", "airline", "points_required", "transfer_path", "cpp_estimate", "booking_method"],
"properties": {
"rank": { "type": "integer" },
"program": { "type": "string", "description": "Award program used to book" },
"airline": { "type": "string", "description": "Operating carrier" },
"points_required": { "type": "integer" },
"transfer_path": { "type": "string", "description": "Full path from currency held to booking, with ratios" },
"cpp_estimate": { "type": "number", "description": "Cents per point (estimated)" },
"booking_method": { "type": "string", "description": "Online, phone call, or partner site" },
"notes": { "type": "string" },
"warnings": { "type": "array", "items": { "type": "string" } }
}
}
},
"recommendation": {
"type": "object",
"required": ["option", "rationale", "next_step"],
"properties": {
"option": { "type": "string" },
"rationale": { "type": "string" },
"next_step": { "type": "string", "description": "Exact first action to take right now" }
}
}
}
}
| Route type | Best program | Why |
|---|---|---|
| US → Japan (Business) | AAdvantage (JAL) | 60k one-way, online booking, good availability |
| US → Japan (Business) | Virgin Atlantic (ANA) | 67.5k, must call, incredible product |
| US → Europe (Business) | Air France Flying Blue | Monthly promos, 50–70k one-way |
| US → Europe (Business) | Avianca LifeMiles | 63k, no fuel surcharges, online |
| US → Middle East/Africa (Business) | Turkish Miles&Smiles | ~45k on Star Alliance, call to book |
| US domestic (any) | Southwest (if you have it) | Best for flexibility + Companion Pass |
| Hotel: anywhere | World of Hyatt | Best CPP in hotel points |
| Hotel: luxury | Amex FHR | Rate + breakfast + late checkout — not points |