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Запрос

ai

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architecture-patterns

512

aws-lambda-durable-functions

Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions. Covers the critical replay model, step operations, wait/callback patterns, error handling with saga pattern, testing with LocalDurableTestRunner. Triggers on phrases like: lambda durable functions, workflow orchestration, state machines, retry/checkpoint patterns, long-running stateful Lambda functions, saga pattern, human-in-the-loop callbacks, and reliable serverless applications.

awslabs

development

architecture-patterns

512

model-deployment

Generates a Jupyter notebook that deploys fine-tuned models from SageMaker Serverless Model Customization to SageMaker endpoints or Bedrock. Use when the user says "deploy my model", "create an endpoint", "make it available", or asks about deployment options. Identifies the correct deployment pathway (Nova vs OSS), generates deployment code, and handles endpoint configuration.

awslabs

development

backend

512

api-gateway

Build, manage, and operate APIs with Amazon API Gateway (REST, HTTP, and WebSocket). Triggers on phrases like: API Gateway, REST API, HTTP API, WebSocket API, custom domain, Lambda authorizer, usage plan, throttling, CORS, VPC link, private API. Also covers troubleshooting API Gateway errors (4xx, 5xx, timeout, CORS failures) and IaC templates containing API Gateway resources. For general REST API design unrelated to AWS, do not trigger.

awslabs

development

knowledge-base

512

hyperpod-issue-report

Generate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and configurations for troubleshooting and AWS Support cases. Use when users need to collect diagnostics from HyperPod cluster nodes, generate issue reports for AWS Support, investigate node failures or performance problems, document cluster state, or create diagnostic snapshots. Triggers on requests involving issue reports, diagnostic collection, support case preparation, or cluster troubleshooting that requires gathering logs and system information from multiple nodes.

awslabs

documentation

code-quality

512

dataset-evaluation

Validates dataset formatting and quality for SageMaker model fine-tuning (SFT, DPO, or RLVR). Use when the user says "is my dataset okay", "evaluate my data", "check my training data", "I have my own data", or before starting any fine-tuning job. Detects file format, checks schema compliance against the selected model and technique, and reports whether the data is ready for training or evaluation.

awslabs

testing-security

package-distribution

511

cyrus-setup-prerequisites

Check and install prerequisites for Cyrus — Node.js, jq, gh CLI, and the cyrus-ai npm package.

ceedaragents

development

knowledge-base

511

rag-rlm

Computational analysis of the knowledge base via code execution in a sandboxed Python interpreter. Use for questions requiring counting, aggregation, statistics, data traversal, comparison across documents, or any task best answered by writing Python code. Examples: "how many pages?", "compare table 3 across documents", "calculate average word count", "extract all email addresses".

ggozad

documentation

testing

511

debug

Full debugging workflow — reproduce the bug with a failing test, perform root cause analysis, then implement a minimal fix.

ceedaragents

testing-security

testing

511

verify-and-ship

Run all quality checks (tests, lint, typecheck), fix failures, update the changelog, commit, push, and create/update the pull request or merge request.

ceedaragents

testing-security

automation-tools

510

code-reviewer

Use this skill to review code. It supports both local changes (staged or working tree) and remote Pull Requests (by ID or URL). It focuses on correctness, maintainability, and adherence to project standards.

gemini-cli-extensions

tools

gaming

509

real-world-rails

Research how production Rails apps solve architectural problems using the Real World Rails repository. Use when the user wants to know how other apps handle something, find patterns, or compare approaches. Triggers on "rails patterns", "how do other apps", "real world rails", "research how apps do".

steveclarke

development

defi

508

guard-trailing-stop

Guard — two-phase ROE-based trailing stop system for Hyperliquid perps. Phase 1 lets the trade breathe with wide retrace and patient breach counting. Phase 2 locks profit through configurable tier ratcheting with per-tier retrace overrides. Supports LONG and SHORT, hard/soft breach decay, stagnation take-profit, and preset configs. Use when protecting an open position, setting trailing stops, or automating profit-locked exits.

Nunchi-trade

blockchain

backend

508

indexing-handler-syntax

Use when writing or editing event handlers. Handler registration, context API (entity CRUD, getWhere queries, chain, log), spread updates, indexer runtime API, and common pitfalls.

enviodev

development

backend

508

indexing-wildcard

Use when indexing all instances of a contract across all addresses (e.g., all ERC-20 transfers on a chain). Config setup (no address), wildcard handler option, and event.srcAddress.

enviodev

development

code-quality

508

indexing-config

Use when writing or editing config.yaml. Chain/contract structure, addresses, start_block, event selection, field_selection, custom event names, env vars, address_format, schema/output paths, YAML validation, and deprecated options.

enviodev

testing-security

testing

505

security-integration-tests

Use this agent when working with prompt injection detection integration tests, including running tests, debugging failures, or adding new test samples.

alex-ilgayev

testing-security

testing

505

go-testing

Handles all Golang testing tasks including running tests, writing new tests, and fixing test failures. Follows MCPSpy testing conventions with require for critical assertions and assert for non-critical ones.

alex-ilgayev

testing-security

data-analysis

504

analyzing-marketing-campaign

Analyze weekly marketing campaign performance data across channels. Use when analyzing multi-channel digital marketing data to calculate funnel metrics (CTR, CVR) and compare to benchmarks, compute cost and revenue efficiency metrics (ROAS, CPA, Net Profit), or get budget reallocation recommendations based on performance rules.

datawhalechina

data-ai

media

503

voice-changer

音频变声处理工具 - 使用 RVC AI 模型进行真实的声音转换，支持视频直接输入

wlzh

content-media

debugging

503

deep-analysis

Performs focused, depth-first investigation of specific reverse engineering questions through iterative analysis and database improvement. Answers questions like "What does this function do?", "Does this use crypto?", "What's the C2 address?", "Fix types in this function". Makes incremental improvements (renaming, retyping, commenting) to aid understanding. Returns evidence-based answers with new investigation threads. Use after binary-triage for investigating specific suspicious areas or when user asks focused questions about binary behavior.

cyberkaida

tools

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