Apply AlphaGo-style patterns: learned priors plus search, mixed evaluators, self-play, and asynchronous fast/slow loops. Use for intractable search and compute allocation. NOT for basic supervised learning, tractable optimization, or domains without search bottlenecks.
日本語の概要は準備中です。原文の説明を表示しています。
curiositech/port-daddy☆ 32026年10月15日 更新
The re-measure and standing report of the canonical data model's live DB conformance. Use when asked 'where are we at' on DB drift or conformance, to update the drift numbers, when a drift-audit brief is re-issued, or on /drift-audit. NOT the per-table fix recipe (use matrx-frontend's db-canonicalize-table).
日本語の概要は準備中です。原文の説明を表示しています。
armanisadeghi/ai-matrx☆ 32026年10月16日 更新
Entry point and shared rules for structural changes to the live Matrx database. Use before any DDL: dropping, merging, or renaming a table, changing a function, RPC, trigger, or policy, hunting straggler tables, or starting a deprecated, schema move, or canonicalization (it routes to those skills).
日本語の概要は準備中です。原文の説明を表示しています。
armanisadeghi/ai-matrx☆ 32026年10月16日 更新
The universal v3 right-click menu (EditableContextMenu / NonEditableContextMenu). Use when adding a right-click menu to a surface, fixing a fake menu with no Copy or Export, a missing Download as Markdown, or a bespoke per-surface menu. NOT for an assigned rollout shard (use context-menu-rollout).
日本語の概要は準備中です。原文の説明を表示しています。
armanisadeghi/ai-matrx☆ 32026年10月16日 更新
Locate CEconItemView::CEconItemView in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the WeaponPaints gamedata entry "CEconItemView::CEconItemView" (symbol CEconItemView_CEconItemView). This is the CONSTRUCTOR of CEconItemView. Shortlist via allocation sites: callers of operator-new whose result is immediately stored with the CEconItemView vtable (RTTI), followed by zeroing and initialization of definition-index/quantity/attribute-list fields. Distinguish from subobject constructors of derived classes by the vtable identity. Trigger: CEconItemView_CEconItemView, CEconItemView::CEconItemView
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSPointScript_OnCustomHudClicked in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSPointScript_OnCustomHudClicked" (symbol CCSPointScript_OnCustomHudClicked). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSPointScript_OnCustomHudClicked, CCSPointScript_OnCustomHudClicked
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSCustomHudLayout_SetInputCaptureEnabled in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSCustomHudLayout_SetInputCaptureEnabled" (symbol CCSCustomHudLayout_SetInputCaptureEnabled). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSCustomHudLayout_SetInputCaptureEnabled, CCSCustomHudLayout_SetInputCaptureEnabled
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Find and identify the CBasePlayerPawn::CommitSuicide virtual function's vtable slot in the CS2 server binary using IDA Pro MCP. Use this skill when reverse engineering server.dll or libserver.so to locate the self-inflicted-death handler (used by the "kill"/bot_kill console commands and related gameplay code) by RTTI-walking CBasePlayerPawn's primary vtable and reading its known slot index directly, then confirming the body matches CommitSuicide(bool bExplode, bool bForce) semantics. Trigger: CBasePlayerPawn_CommitSuicide
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSCustomHudLayout_SetDialogVariableString in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSCustomHudLayout_SetDialogVariableString" (symbol CCSCustomHudLayout_SetDialogVariableString). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSCustomHudLayout_SetDialogVariableString, CCSCustomHudLayout_SetDialogVariableString
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSCustomHudLayout_SetDialogVariableStringForPlayer in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSCustomHudLayout_SetDialogVariableStringForPlayer" (symbol CCSCustomHudLayout_SetDialogVariableStringForPlayer). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSCustomHudLayout_SetDialogVariableStringForPlayer, CCSCustomHudLayout_SetDialogVariableStringForPlayer
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSCustomHudLayout_SetHasClass in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSCustomHudLayout_SetHasClass" (symbol CCSCustomHudLayout_SetHasClass). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSCustomHudLayout_SetHasClass, CCSCustomHudLayout_SetHasClass
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CCSCustomHudLayout_SetHasClassForPlayer in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CCSCustomHudLayout_SetHasClassForPlayer" (symbol CCSCustomHudLayout_SetHasClassForPlayer). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CCSCustomHudLayout_SetHasClassForPlayer, CCSCustomHudLayout_SetHasClassForPlayer
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CBasePlayerController::FakeClientFlags in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CBasePlayerController::FakeClientFlags" (symbol CBasePlayerController_FakeClientFlags). This is a VIRTUAL function - resolve the CBasePlayerController::FakeClientFlags vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: CBasePlayerController_FakeClientFlags, CBasePlayerController::FakeClientFlags
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Create a new cpp_tests entry for validating a C++ interface vtable layout against binary reference YAMLs. Creates the .cpp test file in cpp_tests/ and appends a configs/<GAMEVER>.yaml entry under cpp_tests:. Use when a user asks to add vtable layout validation for a new hl2sdk_cs2 interface class.
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::LookAngleMaxAccelAttacking in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::LookAngleMaxAccelAttacking" (symbol BotProfile_LookAngleMaxAccelAttacking). This is a VIRTUAL function - resolve the BotProfile::LookAngleMaxAccelAttacking vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_LookAngleMaxAccelAttacking, BotProfile::LookAngleMaxAccelAttacking
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::AttackDelay in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::AttackDelay" (symbol BotProfile_AttackDelay). This is a VIRTUAL function - resolve the BotProfile::AttackDelay vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_AttackDelay, BotProfile::AttackDelay
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate CBaseEntity_EmitSoundFilter_SoundName in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "CBaseEntity_EmitSoundFilter_SoundName" (symbol CBaseEntity_EmitSoundFilter_SoundName). The gamedata consumer stores a BYTE SIGNATURE for this entry - ALWAYS emit the func schema (func_sig), never vfunc fields. The function may be virtual; locating it via the owning class vtable (RTTI) is a fine strategy, but once found, read its head bytes and emit func_sig. Locate via cross-references, distinctive constants/strings, callers of related symbols, or vtable slots; verify by decompilation before committing. Trigger: CBaseEntity_EmitSoundFilter_SoundName, CBaseEntity_EmitSoundFilter_SoundName
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::Cost in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::Cost" (symbol BotProfile_Cost). This is a VIRTUAL function - resolve the BotProfile::Cost vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_Cost, BotProfile::Cost
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::LookAngleDampingAttacking in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::LookAngleDampingAttacking" (symbol BotProfile_LookAngleDampingAttacking). This is a VIRTUAL function - resolve the BotProfile::LookAngleDampingAttacking vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_LookAngleDampingAttacking, BotProfile::LookAngleDampingAttacking
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::WeaponPref in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::WeaponPref" (symbol BotProfile_WeaponPref). This is a VIRTUAL function - resolve the BotProfile::WeaponPref vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_WeaponPref, BotProfile::WeaponPref
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::LookAngleStiffnessAttacking in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::LookAngleStiffnessAttacking" (symbol BotProfile_LookAngleStiffnessAttacking). This is a VIRTUAL function - resolve the BotProfile::LookAngleStiffnessAttacking vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_LookAngleStiffnessAttacking, BotProfile::LookAngleStiffnessAttacking
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::ReactionTime in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::ReactionTime" (symbol BotProfile_ReactionTime). This is a VIRTUAL function - resolve the BotProfile::ReactionTime vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_ReactionTime, BotProfile::ReactionTime
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::Difficulty in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::Difficulty" (symbol BotProfile_Difficulty). This is a VIRTUAL function - resolve the BotProfile::Difficulty vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_Difficulty, BotProfile::Difficulty
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新
Locate BotProfile::Skill in CS2 server.dll / libserver.so via IDA Pro MCP and emit a fresh, minimal-unique signature or offset for the local gamedata entry "BotProfile::Skill" (symbol BotProfile_Skill). This is a VIRTUAL function - resolve the BotProfile::Skill vtable via RTTI and identify the slot, then emit the slot. Verify by xrefs from expected call sites. vtable slots commonly differ between platforms - never assume identical indices. Trigger: BotProfile_Skill, BotProfile::Skill
日本語の概要は準備中です。原文の説明を表示しています。
mrc4tt/CS2_VibeSignatures☆ 32026年10月15日 更新