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The user ran a game ~20s with no crash but the AI dredged up old log lines, guessed the wrong game, and gave Windows advice. Fixes: - Prompt now includes the real game name + capture duration + outcome (clean vs crash), so the model uses the known game instead of guessing from log paths. - gamelogs.collect(since=…): scope Steam-console lines by timestamp and skip a stale per-app Proton log (mtime before the session) — no unrelated past run. - ai_knowledge: flag benign Steam/Proton lines (libnvidia-ml.so.1 assertion, routine minidumps, "fork without exec") as non-causal. - System prompt: Linux-only steps (no "run as administrator"); don't manufacture a problem on a clean run. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>