В каталоге 182 820 навыков в 14 категориях.
Use when implementing asyncio patterns, structured concurrency, async generators, or debugging event loop issues in ML s...
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns,...
Python asyncio and concurrent programming patterns for high-performance applications. Use when building async APIs, conc...
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when buil...
Guides React 19 async UI state modeling with Actions, useActionState, useTransition, useOptimistic, use, Suspense, Activ...
Async REPL Protocol
Run background agents and bash commands asynchronously for CircleTel development. Use when running dev servers, parallel...
Async SQLAlchemy 2.0+ database patterns for FastAPI including session management, connection pooling, Alembic migrations...
Compile the team's REAL updates into one async standup — pull what people posted in Slack (and moved in Notion/Linear),...
Guides users on choosing between async and sync patterns for Lambda functions, including when to use tokio, rayon, and s...
Execute long-running tasks without HTTP timeouts. Use when you need to:
当 API/任务可能执行超过 10 秒（批量数据处理、远程 API 批量调用、全表扫描、跨租户聚合）时触发。防止同步接口被网关 30s 超时切断、用户重复点击触发并发、状态缓存内存泄漏等问题。提供异步任务状态机标准模板。
Provides a persistent cross-session task queue for work that should be done but isn't blocking current tasks. Enables ba...
Comprehensive pytest skill for async Python testing with proper mocking, fixtures, and patterns from production-ready te...
Write status updates people actually read — the traffic-light-plus-narrative format (state first, story second), the blo...
Author and validate AsyncAPI 3.0 specifications for event-driven API design, message brokers, and async communication pa...
Event-driven API specification with AsyncAPI 3.0 for message-based architectures
AsyncAPI specification handling for event-driven API documentation. Parse, validate, and generate documentation for mess...
Master asynchronous JavaScript patterns including callbacks, promises, async/await, event loop mechanics, and real-world...
You are a coding standards expert specializing in asynchronous programming preference.
Python asyncio patterns with TaskGroup, structured concurrency, and modern 3.11+ features. Use when implementing concurr...
Complete guide for asyncio concurrency patterns including event loops, coroutines, tasks, futures, async context manager...
Raise real concurrency in asyncio LLM batch scorers built on the OpenAI SDK (AsyncOpenAI, including OpenAI-compatible pr...
This skill should be used when the user asks to "detect asyncpg usage", "find asyncpg patterns", "scan for asyncpg impor...
Stops an AsyncRedux (Flutter) action from dispatching. Use only when the user mentions abortDispatch(), or explicitly as...
Checks an AsyncRedux (Flutter) action's completion status using ActionStatus right after the dispatch returns. Use only...
Creates AsyncRedux (Flutter) actions that return null from reduce() to not change the state. Such actions can still do s...
Creates AsyncRedux (Flutter) asynchronous actions for API calls, database operations, and other async work.
Create a custom base action class for your app. Covers adding getter shortcuts to state parts, adding selector methods,...
Implement action lifecycle methods `before()` and `after()`. Covers running precondition checks, showing/hiding modal ba...
Add the CheckInternet mixin to ensure network connectivity before action execution. Covers automatic error dialogs, comb...
Implement the Connector pattern for separating smart and dumb widgets. Covers creating StoreConnector widgets, implement...
Add the Debounce mixin to wait for user input pauses before acting. Covers setting the `debounce` duration, implementing...
Debug AsyncRedux applications effectively. Covers printing state with store.state, checking actionsInProgress(), using C...
Inject dependencies into actions using the environment pattern. Covers creating an Environment class, passing it to the...
The foundational principle of AsyncRedux: the only way to change the application state is by dispatching actions. You ca...
Implement comprehensive error handling for actions. Covers the `wrapError()` method for action-level error wrapping, Glo...
Use the Event class to interact with Flutter's stateful widgets (TextField, ListView, etc.). Covers creating Event objec...
Integrate AsyncRedux with the flutter_hooks package. Covers adding flutter_hooks_async_redux, using the useSelector hook...
Handle navigation through actions using NavigateAction. Covers setting up the navigator key, dispatching NavigateAction...
Add the NonReentrant mixin to prevent an action from dispatching while already in progress. Covers preventing duplicate...
Set up observers for debugging and monitoring. Covers implementing actionObservers for dispatch logging, stateObserver f...
Add the OptimisticUpdate mixin for instant UI feedback before server confirmation. Covers immediate state changes, autom...
Implement local state persistence using Persistor. Covers creating a custom Persistor class, implementing `readState()`,...
Integrate AsyncRedux with the Provider package. Covers using provider_for_redux, the ReduxSelector widget, and choosing...
Add the Retry mixin for automatic retry with exponential backoff on action failure. Covers using Retry alone for limited...
Create and cache selectors for efficient state access. Covers writing selector functions, caching with `cache1` and `cac...
Initialize, setup and configure AsyncRedux in a Flutter app. Use it whenever starting a new AsyncRedux project, or when...
Access store state in widgets using `context.state`, `context.select()`, and `context.read()`. Covers when to use each m...
Design immutable state classes following AsyncRedux best practices. Includes creating the AppState class with a `copy()`...
Manage Streams and Timers with AsyncRedux. Covers creating actions to start/stop streams, storing stream subscriptions i...
Creates AsyncRedux (Flutter) synchronous actions that update state immediately by implementing reduce() to return a new...
Write unit tests for AsyncRedux actions using the Store directly. Covers creating test stores with initial state, using...
Test StoreConnector view-models in isolation. Covers creating view-models with `Vm.createFrom()`, testing view-model pro...
Use advanced wait methods for complex test scenarios. Covers `waitCondition()`, `waitAllActions()`, `waitActionType()`,...
Add the Throttle mixin to prevent actions from running too frequently. Covers setting the throttle duration in milliseco...
Implement undo/redo functionality using state observers. Covers recording state history with stateObserver, creating a R...
Handle user-facing errors with UserException. Covers throwing UserException from actions, setting up UserExceptionDialog...
Use `waitCondition()` inside actions to pause execution until state meets criteria. Covers waiting for price thresholds,...
Show loading states and handle action failures in widgets. Covers `isWaiting(ActionType)` for spinners, `isFailed(Action...
CANN 一键式故障信息收集工具 asys 使用指导。覆盖故障信息收集（collect）、业务复跑收集（launch）、软硬件与 Device 状态查询（info）、健康检查（health）、综合检测与组件检测（diagnose）、trac...
Generate a Conventional Commits message from staged changes and wait for confirmation before committing. Use when the us...
通用创造抽象接口。当定义创造过程、创新机制、生成模式时调用此技能。
Summarize each day's Git activity into a concise daily work log, for a single date or a range. Uses the current reposito...
Review code changes for bugs, regressions, convention violations, and high-value cleanup opportunities. Use for diffs, c...
Summarize a contributor's Git history, a provided work log, or both into a concise, review-friendly self-evaluation for...
Refactor changed code to reduce duplication, complexity, and wasted work. Use for diffs, commit ranges, PRs, paths, stag...
AT&T VP Network Operations persona with expertise in 5G wireless, fiber broadband, converged connectivity, telecom infra...
Query live Auckland Transport (AT) public transport data — stops, departures, service alerts, vehicle positions, routes,...
Query and display the current API provider balance and recent usage.
Inspect screenshots, photos, diagrams, image paths, and image URLs when the task depends on visible content. Use when th...
Handle ZenTao (禅道) Bugs and Tasks end to end, including updating or writing back an item after code changes, managing Ta...
Recommends low-dose GH replacement in patients with cured acromegaly and documented GHD in the absence of known contrain...
Recommends careful DDAVP and fluid intake titration including frequent weighing and serum sodium level monitoring for ad...
Clinicians educate adrenal insufficiency patients taking nondexamethasone glucocorticoids who initiate enzyme-inducing a...
This skill recommends monitoring desmopressin (DDAVP) doses and adjusting them as needed in patients who have recently s...
Evaluates central hypothyroidism (CH) patients for adrenal insufficiency (AI) prior to initiating levothyroxine (L‑T4) r...
Recommends treating central hypothyroidism before performing GH stimulation testing because CH may impair accurate diagn...
Recommends that all diabetes insipidus patients wear an emergency bracelet or necklace to alert clinicians to their cond...
This skill guides the simultaneous measurement of serum and urine osmolarity to evaluate polyuria for central diabetes i...
Uses BMI-specific cutoffs to interpret peak GH values during stimulation testing. Use when interpreting GH stimulation t...
Monitors euthyroid adults with growth hormone deficiency (GHD) who are initiating GH replacement therapy for the develop...
Calculates the initial growth hormone (GH) replacement dose based on patient age for adults with proven growth hormone d...
Titrates GH replacement dose to keep IGF-1 below the upper limit of normal and reduces dose when side effects appear. Us...
Recommends against performing dynamic GnRH stimulation testing in the evaluation of hypogonadism, as it provides no addi...
Recommends hydrocortisone replacement dosing of 15–20 mg total daily, administered as a single dose or divided doses wit...
Suggests testing HPA axis functionality before and after starting GH replacement in patients not receiving glucocorticoi...
Recommends using the lowest tolerable hydrocortisone dose to potentially decrease risks of metabolic and cardiovascular...
Determines levothyroxine dosing for central hypothyroidism to achieve serum free T4 in the mid to upper half of the refe...
Administers 100-mg hydrocortisone IV bolus followed by continuous IV infusion of 200 mg HC per 24 hours (alternatively 5...
Manages suspected mild central hypothyroidism in patients with pituitary disease and low-normal free thyroxine (fT4). In...
Recommend continuing glucocorticoid replacement until hypothalamic-pituitary-adrenal (HPA) axis recovery after surgical...
This skill guides perioperative levothyroxine management for adults with preoperative central hypothyroidism undergoing...
Recommends administering stress-dose glucocorticoids before surgery and tapering after surgery in patients with adrenal...
Teaches AI patients about stress-dosing and emergency glucocorticoid administration; instructs to obtain emergency card/...
Differential accessibility testing for scATAC-seq — marker peaks via scanpy / SnapATAC2, pseudobulk DA via pyDESeq2. Use...
Call accessible chromatin regions from ATAC-seq data using MACS3 with ATAC-specific parameters. Use when identifying ope...
ATAC-seq processing with assay QC, MACS3 peak calling, consensus peak matrices, differential accessibility, and motif or...
Use when after differential peak analysis (tl.diff_test) has identified peaks that differ in accessibility across cell t...