Cheat Identification In-Game
Chapter 2 — How to spot the most common cheat categories during normal gameplay and when to escalate.
Automated anti-cheat catches a lot, but the sharpest moderators can spot cheating with their own eyes, in real time, before any flag ever fires. This chapter covers what the most common cheat categories actually look like during normal gameplay, so you know when a report is worth escalating to a full investigation.
X-Ray
A legitimate miner follows exposed ore veins, digs branch tunnels, and occasionally strip-mines. An x-ray user moves in straight, deliberate lines directly to ore deposits buried in solid stone, rarely mines "wasted" blocks, and often surfaces valuable ores with no approach tunnel at all. Watch for players whose mining paths look plotted rather than explored — that pattern alone is enough to justify a closer look at their /history in LibertyBans and a screenshare.
Kill Aura
Kill aura shows up as combat that is too consistent to be human: perfect hit timing regardless of the target's movement, attacks landing through walls or at impossible angles, or a player's crosshair snapping onto multiple targets in sequence with no natural aim movement in between. Real PvP has misses, hesitation, and imperfect tracking — a killer that never misses and never turns to look before hitting is the clearest tell.
Fly / No-Fall / Speed
Unauthorized flight looks like smooth, sustained movement with no jump animation and no fall damage on landing, often in a straight line over terrain a normal player would have to navigate around. Speed hacking shows up as movement noticeably faster than sprint-jumping should allow, especially uphill or through terrain that should slow a legitimate player down.
Autoclicker
A human's click rate varies — it speeds up and slows down, and it is never perfectly even. An autoclicker produces a suspiciously constant click rate sustained for long stretches, often visible in unnaturally smooth break/attack animations that never stutter the way manual clicking does.
Reach
Vanilla reach is roughly three blocks in Survival. A reach hack shows up as a player landing hits or breaking blocks from a distance that should be physically out of range, especially consistent hits at the very edge of or beyond that distance during PvP.
IMPORTANT
In-game observation and anti-cheat flags are both leads, not verdicts. Federal SMP's policy is that a punishment for cheating should be backed by either a screenshare confession/discovery, clear recorded evidence, or an overwhelming and consistent pattern reviewed by more than one staff member. When in doubt, escalate rather than guess.
Quick Review — Q&A
Q: What in-game pattern is the strongest sign of x-ray?
A: Mining paths that go directly to ore with no exploratory tunnels, as if the player already knew where the ore was.
Q: How can you tell kill aura from good PvP skill?
A: Kill aura is too consistent — perfect hit timing regardless of movement, hits through walls, or snapping between targets with no natural aim movement.
Q: Is an anti-cheat flag alone enough to punish a player?
A: No. Treat it as a reason to investigate further, not as proof on its own.
Q: What should you do if you personally witness clear reach-hacking in a PvP fight?
A: Document what you saw (ideally record it), then follow the screensharing procedure or escalate to a staff member who can, rather than punishing on suspicion alone.