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概要と使いどころ

Orchestrator that runs one UI brief through all four ui-* posture skills in parallel, then picks and merges a winner. Use when a screen matters enough to explore several directions, or the user says 'build it a few ways', 'design options', 'bake-off', 'show me variations', or 'compare approaches'.

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-matrx32026年10月17日 更新

Doctrine for fixing TypeScript errors against generated types (database.types.ts, api-types.ts). Use when fixing tsc or type-check failures or a type-errors batch, writing supabase .rpc()/.from() calls or DB shape guards, errors mention Json/unknown/Database, or you are tempted to cast or suppress.

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-matrx32026年10月17日 更新

Discovery batch that grows the Provider Access Launch queue. Use when asked to find more user-connected OAuth, API, API-key, remote MCP, marketplace, or partner-access campaigns for a capability, provider family, MCP/plugin catalog, or competitive gap. NOT for client Local Listings distribution.

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-matrx32026年10月17日 更新

Custom-entry fix for pickers with no way to add a choice (Select, Popover list, DropdownMenu). Use when building or touching any choice control (tier, category, tag, status, owner), `pnpm check:picker-add` names a file, running Pattern Patrol P13, or the user says 'no way to add my own' or 'why can't I type a new one'.

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-matrx32026年10月17日 更新

Working playbook preloaded into the researcher helper; the coach updates its Lessons after each round. Use only when acting as researcher or coaching it. NOT for general research tasks.

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-matrx32026年10月17日 更新

Next.js route metadata, per-route favicons, OpenGraph, and Twitter cards. Use when adding a route or layout, adding a favicon or social share image, auditing missing metadata, naming tab titles, or touching createRouteMetadata, createDynamicRouteMetadata, generateFaviconMetadata, or titlePrefix.

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-matrx32026年10月17日 更新

on-track

無料

Run the full on-track check on a conversation, project, or keyword the owner names: find the sessions, extract exactly what he typed, dispatch independent judges who go to the live product as him and report what was missed, plan the remedy, and return one page — what he will see, what is missing, the plan. Use when told to check whether work is on track, to audit a project that has drifted, on 'run the on-track check on X', or when a long campaign is about to freeze, hand off, or claim done.

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-matrx32026年10月17日 更新

Super-Admin-only lock-down pattern. Use before touching admin.admins, admin.admin_audit_log, is_super_admin() / requireSuperAdmin() / selectIsSuperAdmin, app/api/admin/admins/**, app/(admin)/administration/users/admins/**, the admin RPCs (admin_promote, admin_update, admin_revoke, admin_list, admin_list_audit, admin_find_user_by_email), createAdminClient(), a new RLS policy, SECURITY DEFINER RPC, or admin-gated route, or when locking a sensitive table to Super Admin.

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-matrx32026年10月17日 更新

Custom chat display for an MCP or agent tool's result, DB-loaded from tool_ui by default. Use when adding or customizing a tool visualization, making a tool result look good, rendering MCP tool output, or authoring a renderer for a tool that shows the generic view.

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-matrx32026年10月17日 更新

Early-user discovery and feedback trials. Use when reviewing unfamiliar AI Matrx accounts, classifying owner relationships, recommending trial plans, or running approved outreach and reply checks.

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-matrx32026年10月17日 更新

One-time recovery when a shared checkout has drifted far from GitHub main: hundreds ahead/behind, stacked worktrees and PRs, a dirty tree nobody owns. Use when tempted to reset or force-push. NOT for the ordinary 30-minute release loop (operations/INTEGRATION_MAINTAINER.md).

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-matrx32026年10月17日 更新

Working playbook preloaded into the browser-tester helper; the coach updates its Lessons after each round. Use only when acting as browser-tester or coaching it. NOT for general UI work (use matrx-frontend's browser-testing doc).

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-matrx32026年10月17日 更新

The doctrine for turning a vision into a finished, verified, deployed system with near-zero owner involvement. Use when launching, coordinating, resuming, or working any large build, module, campaign, or multi-agent project, or when writing its launch prompt.

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-matrx32026年10月17日 更新

Agent fallback for CEngineServer_ClientCommand (auto-generated, category: vfunc). Locate CEngineServer::ClientCommand in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_ClientCommand, CEngineServer::ClientCommand

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineClient_vtable (auto-generated, category: func). Locate CEngineClient_vtable in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineClient_vtable, CEngineClient_vtable

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineClient_GetEntityLumpForTemplate (auto-generated, category: vfunc). Locate CEngineClient::GetEntityLumpForTemplate in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineClient_GetEntityLumpForTemplate, CEngineClient::GetEntityLumpForTemplate

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineClient_ExecuteClientCmd (auto-generated, category: func). Locate CEngineClient_ExecuteClientCmd in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineClient_ExecuteClientCmd, CEngineClient_ExecuteClientCmd

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineClient_ClientCmd_Unrestricted (auto-generated, category: func). Locate CEngineClient_ClientCmd_Unrestricted in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineClient_ClientCmd_Unrestricted, CEngineClient_ClientCmd_Unrestricted

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineServiceMgr_GetAddonCount (auto-generated, category: vfunc). Locate CEngineServiceMgr::GetAddonCount in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServiceMgr_GetAddonCount, CEngineServiceMgr::GetAddonCount

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineServer_ServerCommand (auto-generated, category: func). Locate CEngineServer_ServerCommand in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_ServerCommand, CEngineServer_ServerCommand

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineServer_GetPlayerInfo-inlined (auto-generated, category: vfunc). Locate CEngineServer::GetPlayerInfo in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServer_GetPlayerInfo-inlined, CEngineServer::GetPlayerInfo

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineClient_IsPlayingDemo (auto-generated, category: func). Locate CEngineClient_IsPlayingDemo in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineClient_IsPlayingDemo, CEngineClient_IsPlayingDemo

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineServiceMgr_GetActiveLoopClientServerMode (auto-generated, category: func). Locate CEngineServiceMgr_GetActiveLoopClientServerMode in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServiceMgr_GetActiveLoopClientServerMode, CEngineServiceMgr_GetActiveLoopClientServerMode

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_VibeSignatures32026年10月15日 更新

Agent fallback for CEngineServiceMgr_DeactivateLoop (auto-generated, category: func). Locate CEngineServiceMgr::DeactivateLoop in the CS2 engine module via IDA Pro MCP and emit a fresh, minimal-unique artifact. The deterministic preprocessor could not resolve this symbol on the current gamever - your job is the re-sign. Trigger: CEngineServiceMgr_DeactivateLoop, CEngineServiceMgr::DeactivateLoop

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_VibeSignatures32026年10月15日 更新