Crystal Maiden, support lens
04 / Current section

Replay reviews and decision protocols

From a first-20-minute ledger to buyback reserve before Roshan.

Question answered here
What should I inspect in a replay beyond KDA?
What you get
Get concrete checkpoints for the next replay
ContextPatch 7.41echecked 2026-08-19
Guides and analyses

Not a mechanics recap. Decisions you can test.

Every piece states the question, records inputs, marks the conclusion boundary and connects to a tool where the decision can be retested.

8 pieces
Crystal Maiden, support lens
analysis6 min
verified

Dota 2 · Liquidity reserve

How much gold to actually hold for buyback before Roshan

Correct the old formula, calculate the reserve gap and separate the value of a second life from a blanket ban on spending.
What you getAt 15,000 net worth the baseline buyback is roughly 1,354 gold, not 1,254.
Dota 2 · Patch 7.41e · buyback formula verified2026-08-12
Open the piece →
Crystal Maiden, support lens
analysis5 min
model

Dota 2 · Timing quality

Why strong GPM proves nothing without item timing

Connect income to purchase minute, the nearest objective and the realized conversion of the lead.
What you getRecord GPM together with purchase, delivery and the first objective after the timing.
Dota 2 · Patch 7.41e framework2026-08-12
Open the piece →
Crystal Maiden, support lens
analysis6 min
model

Dota 2 · Closing liquidity

Component or buyback one minute before high ground

Analyze the late-game fork through reserve gap, re-entry and whether the purchase creates a new way to win the fight.
What you getAt 25,000 net worth the baseline buyback is roughly 2,123 gold.
Dota 2 · Patch 7.41e scenario model2026-08-12
Open the piece →
Crystal Maiden, support lens
analysis5 min
model

Dota 2 · Replay review

Four timestamps that turn a replay into an economy review

Purchase, objective, death and buyback reveal the decision that changed the trajectory instead of hunting one bad minute.
What you getRecord purchase/delivery, the first objective, the first expensive death and the buyback decision.
Dota 2 · Patch 7.41e replay framework2026-08-12
Open the piece →
Method and freshness

Version fact on one layer. Your inputs on another.

The primary source defines patch or event context. Every editable price, horizon, probability and risk remains a user input.

Decision context

This is not an isolated page. It is part of a game route.

The playbook shows what has been checked, which layer comes next and where the decision becomes action.

02 / ROUTES