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Message: [QUOTE="Bombastus, post: 91065, member: 2178"] Opponent-focused data helps professional teams plan picks and bans, while self-scouting exposes habits rivals can exploit in return. The useful edge comes from deciding which observations deserve action, not collecting the largest pile of clips. Weak scouting turns a memorable round into a prediction. Strong scouting records the conditions around a repeated choice and leaves room for the opponent to change. That restraint matters because rosters, roles, patches, maps, and match states can all alter what the same team prefers. Opponent preparation should reinforce [B][URL='https://goldmidi.com/community/threads/how-to-become-a-dependable-esports-igl.76480/post-91056']the IGL’s live adaptation discipline[/URL][/B], not replace it with a script that collapses after an early deviation. Your plan needs a reliable default before it earns any opponent-specific branch. [HEADING=2]Relevant footage matters more than a large archive[/HEADING] Start by defining the match you are preparing to play. Filter footage for the current roster, relevant patch, likely map or draft, and comparable event conditions. An older match can still explain a durable preference, but it should not carry the same weight as current evidence. Tag the situation before tagging the action. Record the side, score, economy or resource state, available utility, composition, opponent quality, and information visible when the decision occurred. Without that context, two similar outcomes may come from completely different choices. A [B]conditioned opponent tendency[/B] states both the cue and the response. “They rush late” is weak because it hides the trigger. “They accelerate after forcing defensive utility before the final phase” gives the IGL something observable and a reason to believe the response may recur. Separate what happened from why you think it happened. The clip proves the action, but motive remains an interpretation unless communications or repeated behavior support it. Mark uncertain explanations as hypotheses so they cannot quietly become facts during team preparation. Roster changes deserve a hard break in the evidence. A new IGL, coach, role swap, or specialist can preserve familiar openings while changing the decisions that follow them. Keep older footage for background, then rebuild confidence from matches featuring the people who will actually play. [HEADING=2]Every tendency needs a disconfirming test[/HEADING] Do not build and judge a read from the same footage. Find a possible tendency in one group of relevant matches, then test it against replay footage you deliberately left untouched. A pattern that disappears in the withheld games is not ready for the match plan. Search for the opposite behavior with equal effort. If you believe a team always contests an early objective, review the games where it surrendered that space and identify what changed. Those exceptions may reveal that the real trigger is composition, economy, score pressure, or information rather than habit. Use confidence labels instead of false certainty. A single observation is a possibility, repeated behavior under matching conditions is a tendency, and a reliable cue with tested exceptions can support a response. The labels should fall when a patch, roster move, or new tournament produces conflicting evidence. The scout report should record what would disprove each important read. This forces the analyst to describe failure before anyone becomes attached to the counterplay. It also gives the IGL an immediate release condition when the expected cue never appears. Predictions need scoring after the match. Record whether the cue appeared, whether the opponent produced the expected response, and whether your team executed its answer cleanly. Do not mark a read correct merely because you won the round, or wrong because a player lost the final fight. [HEADING=2]Counterplay must preserve your own reliable game[/HEADING] Every opponent-specific change spends practice time and player attention. Set a small change budget, then reserve it for reads that are well supported, actionable, and valuable enough to alter a round or draft. Interesting facts that do not change a decision stay with the analyst. Attach each counterplay to an existing call, setup, or role whenever possible. A familiar action with a different trigger creates less execution risk than a new sequence built for one opponent. The IGL should also retain a default line and a clear abort condition. Self-scout the proposed answer before approving it. A counter that exposes your own weakness, overloads one player, or removes a trusted recovery option may help the opponent more than it helps you. Test how the plan behaves when the read is late, partly correct, or completely absent. The final briefing should separate awareness from instruction. Players may need to recognize several opponent habits, but they should change behavior only for the few tied to rehearsed responses. After the match, compare predicted conditions with actual ones and retire any counter that survived only through a fortunate result. [/QUOTE]

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