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Brokered short-lived provider credentials client in matrx-frontend (`lib/api/broker/`). Use when browser code needs a provider realtime session, a direct provider call, an ephemeral token, or a provider API key in the browser or `NEXT_PUBLIC_*`. NOT for adding a new audience server-side (use aidream's token-broker).

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。

Dense UI posture — maximum information density with clear hierarchy. Use when building or reworking admin dashboards, data tables and grids, ops or monitoring views, settings-heavy panels, debug inspectors, state or log viewers, and multi-pane tool UIs someone drives all day.

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。

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。

Use when modifying anything under features/files/, app/(core)/files/, app/(public)/share/, or any caller that uploads, downloads, lists, moves, renames, shares, or previews user files.

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。

Operating guide for the durable Autonomous Work Loop task fleet. Use when adding work to, coordinating, or working an Autonomous Work Loop campaign, or when calling the work_loop MCP tool.

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。

Extract exactly what the person typed in a Claude Code session (script, no agent context spent), have a fresh agent write a faithful structured summary under it, and optionally have an adversarial agent judge whether the working agent is still on track. Use at a checkpoint, before a handoff, after a compaction, when a long session may have drifted from what the owner asked, or when told to 'summarize what I said' or 'check we're on track'.

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。

Real tests: a fresh agent walks the live product against sealed checks proven to catch a planted break. Use when told to use safety-net, to check whether an area really works now, or around a change too wide for one agent to see every break. NOT for one automated test (use forcing-function-tests).

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。

Collapsing every copy of one kind of thing (tables, UIs, utilities, hooks, APIs, renderers) into a single canonical one. Use when asked to unify, merge, converge, or 'make one X used everywhere', or before migrating callers onto a new canonical piece. NOT for docs (use docs).

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。

Generic loading UI repair for Pattern Patrol P8. Use when you find 'Loading...' text, unlabeled spinners, meaningless pulses, Suspense fallbacks, or loading placeholders, or when running a P8 patrol.

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。

Pre-ship safety proof for replacing a live implementation with a canonical one. Use when repointing nodes, tools, or services to a new contract, superseding a schema, retiring a legacy or parallel system, or any 'new way replaces the old way' change. NOT for greenfield or unconsumed additive work.

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。

Redux Toolkit selector rules against re-renders, recalculation warnings, and render loops. Use when writing useSelector/useAppSelector or createSelector, deriving state in a connected component, or seeing 'Selector returned a different result when called with the same parameters'.

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。

Doctrine for all Supabase realtime: postgres_changes, broadcast, presence. Use before writing a `.channel(`/useChannel subscription, echo suppression, reconnect logic, an autosave loop beside realtime, or replacing polling with live updates, or when the tab freezes, messages duplicate, or a subscription delivers nothing.

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。

The watch-fix-rerun method for making an existing platform agent or automated process efficient and correct: baseline its ledger, run one unit yourself, fix the class behind every wasted call, rerun, record. Use when asked to improve, optimize, watch, or 'make efficient' an agent, a sandbox session, a sync job, or any recurring automated process.

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。

Doctrine for auditing an ENTIRE feature and building it to its ideal state. Use on 'deep dive on X', 'audit the X feature', 'figure out everything X does', 'take over X and finish it', 'bring X up to best practices', or when a whole feature needs overhauling, unifying, or finishing, not patching. NOT for one small addition (use build-sub-feature).

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。

The bar every automated test or guard must clear: green only when the real system works. Use when writing, fixing, or reviewing a test, mock, stub, fixture, snapshot, or self-test; adding a regression test for a bug; or about to call work done because tests pass.

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。

The matrx-frontend side of the matrx-extend Chrome extension bridge. Use when adding or changing a FRONTEND_RPC action handler, a window-panels deep-link the extension opens, a headless API route it calls, or debugging a silent chrome.runtime.sendMessage or Broadcast round-trip. NOT for code in matrx-extend, matrx-local, or aidream (each has its own connect-* 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。

Recipe for an agent building a small custom web app (an Applet) for one person or business on THEIR OWN store tables, live at aimatrx.com/applets/<slug>. Use when asked to build an app, portal, calendar, tracker, dashboard screen or client view on someone's tables/data in AI Matrx. NOT for platform features (use build-sub-feature) or tables the platform keeps for itself (defineTypedTable).

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。

Migrating custom icon buttons to TapButtons. Use when replacing a raw <button>, IconButton, or className-styled icon; migrating header, toolbar, or footer icons; lazy-splitting a button's highlight decoration; or on 'tap targets', 'efficiency update', 'lazy split', or making a small component production-ready.

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。

Agent fallback for CEngineServer_GetFrameTimeAmnesty-inlined (auto-generated, category: vfunc). Locate CEngineServer::GetFrameTimeAmnesty 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_GetFrameTimeAmnesty-inlined, CEngineServer::GetFrameTimeAmnesty

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。

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。

Agent fallback for CEngineServer_SetFrameTimeAmnesty (auto-generated, category: vfunc). Locate CEngineServer::SetFrameTimeAmnesty 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_SetFrameTimeAmnesty, CEngineServer::SetFrameTimeAmnesty

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。

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。

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。

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。