Навыки: Разработка

Scope Riverpod providers to a subtree using overrides and dependencies; page-specific behavior, ListView optimization, a...

Reduce rebuilds with ref.watch(provider.select(...)); select a subset of state so widgets rebuild only when that part ch...

Use when the user asks to download, back up, export, or search their own Riverside.com (Riverside.fm) podcast or video a...

Initialize Rivet by scanning codebase structure. Use when SessionStart hook reports no .rivet/systems.yaml, when user sa...

Beginner-friendly reverse-engineering workflow for Rizin Binary Analysis. Use it to collect evidence, choose static or d...

训练与推理数据不一致的端到端根因分析。当模块映射/值比较不足以定位问题时使用，可追踪首个可信的分歧边界，过滤融合或结构性误报，遵循生产者-消费者链，并生成包含具体假设和证据的根因报告。

训推一致性(prefill)采集侧:为训练/推理两侧采集可比的 prefill dump(输入对齐 PROMPTS_ONLY → 参数对齐校验(dump 前前置:校验两侧 config 超参/结构/权重,不一致输出参数不一致点并对齐)→ m...

Compute RLAIF AI-labeler alignment, pairwise win rate, harmless rate, and proxy target consistency metrics.

Use rLLM for language-agent evaluation, dataset/task management, RL/SFT post-training, CLI setup, and gateway-backed rol...

Supabase RLS 정책 자동 검증 - 테넌트 격리, 권한 흐름, 정책 활성화 상태 확인

Async/await correctness in React Native with Zustand. Use when debugging race conditions, missing awaits, floating promi...

React Native authentication patterns for Expo apps. Use when implementing login flows, Google/Apple sign-in, token manag...

Native iOS features in Expo React Native apps. Use when implementing camera, push notifications, haptics, permissions, d...

Logging, error messages, and debugging patterns for React Native. Use when adding logging, designing error messages, deb...

Workflow for gene and transcript quantification from RNA-seq reads using alignment-based or alignment-free tools.

ROACH v1.0 — Striker-only scanner. Stalker mode disabled entirely. Tests whether Stalker adds any value or is pure drag....

('Detects road surface damage (potholes, cracks, pavement defects) from high-resolution optical imagery using texture an...

Read-only view of the execution roadmap. Lists every epic with its per-status tallies, nests the still-open rows beneath...

View and update the development roadmap. Use at the start of each session to understand current progress and next priori...

Transform a prioritised initiative list into a compelling strategic roadmap narrative. Use when asked to write a roadmap...

Use when planning strategic roadmaps across the autonomous startups.studio ecosystem - creates hierarchical beads issues...

Create structured roadmap presentations calibrated to any audience. Use when asked to build a product roadmap, present r...

Add a well-formed task, or a reviewed batch of them, to a rich-format roadmap: ID assignment, dependency wiring in both...

Interview-led assignment of roadmap tasks to devs: collect the team roster, walk the chosen tasks in batches, write the...

Claim a roadmap task when work on it starts, or release the claim when work stops: asks who is doing it, runs the CLI, c...

Set or clear a per-phase roadmap option through the CLI, then render the dashboard once so it exists at the new path. Th...

Create a project roadmap in the rich phase-array format: roadmaps.json as source of truth plus a PHASE task list and pro...

Sync roadmap statuses after work lands: recompute from the dependency graph and refresh every projection, with optional...

Convert an old simple-style roadmap (single Markdown, four statuses, <a name> anchors, roadmaps.json pointer registry) i...

Interview-led review of the roadmap: strategic health (freshness, priorities, milestone integrity) and dependency-graph...

Build RoadRunner HD Map entities in MATLAB — lanes, boundaries, markings, junctions, signs, signals, barriers, parking....

Constructive critique via 5 HackerNews personas with claim validation.

CRITICAL: Use for Robius app architecture patterns. Triggers on: Tokio, async, submit_async_request, 异步, 架构, SignalToUI,...

CRITICAL: Use for Robius event and action patterns. Triggers on: custom action, MatchEvent, post_action, cx.widget_actio...

CRITICAL: Use for Robius state management patterns. Triggers on: AppState, persistence, theme switch, 状态管理, Scope::with_...

CRITICAL: Use for Robius widget patterns. Triggers on: apply_over, TextOrImage, modal, 可复用, 模态, collapsible, drag drop,...

Load FIRST for any Roblox task: build, change, fix, debug, review, audit, or plan. Sets initiative and which decisions n...

Debug and fix Roblox bugs through Studio MCP. Use for repro steps, console errors, script search/read/edit flow, broken...

Evaluate a Roblox game's 30-day breakout potential from public evidence with auditable scores, missing-data bounds, froz...

Script a Roblox experience in Luau: get services, create and parent Instances, connect events, run server Scripts vs cli...

Design, inspect, and refactor Roblox Luau game architecture. Use for ModuleScript/service boundaries, client-server flow...

Use when writing, editing, or debugging any Luau: tables, control flow, string patterns, scope, closures, and errors por...

Use when adding or fixing Luau type annotations: generics, unions, narrowing, strict mode, sealed tables, module type ex...

Design and harden Roblox client/server networking with RemoteEvent, RemoteFunction, and UnreliableRemoteEvent; server au...

Use when working in Roblox Studio through MCP: editing scripts or scenes, generating assets, playtesting, screenshots, o...

Foundational software design principles applied specifically to robotics module development. Use this skill when designi...

Software design principles for robotics modules and libraries. Use when designing robot modules, structuring codebases,...

When the user wants to optimize under uncertainty with hard feasibility guarantees by building robust counterparts of LP...