В каталоге 182 820 навыков в 14 категориях.
Software Mansion's best practices for React Native and Expo on the New Architecture: Reanimated 4 animations, Gesture Ha...
Synthesize a plausible SWMM drainage network from public data (OSM streets + DEM) when NO real pipe-network data exists...
Assemble a runnable SWMM INP deterministically from subcatchment geometry/attributes, merged parameter JSON, network JSO...
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2)...
Fetch a ready-to-run SWMM model for any Canadian area from the SWMMCanada upstream service — real published municipal st...
Deterministic rainfall/climate formatting for SWMM. Use when converting timestamped rainfall CSV files into SWMM-ready [...
Score a completed SWMM run against a configurable YAML rulebook of design checks — GB50014-style standards for real catc...
Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which modu...
Consolidate Agentic SWMM run artifacts into auditable provenance, comparison records, and local Obsidian audit notes. Us...
GIS/DEM preprocessing for SWMM experiments using the user's own QGIS/GRASS layers. Use when the user asks to (1) delinea...
Network QA of an existing INP (disconnected nodes, missing outfalls, adverse or zero slopes) is one call, network_qa, so...
Deterministic mapping from land use and soil texture to SWMM runoff/subarea and Green-Ampt infiltration parameters. Use...
Generate a client-deliverable Word (.docx) report from an audited SWMM run directory. Reads manifest.json, experiment_pr...
Run EPA SWMM (swmm5) simulations reproducibly and extract key metrics from the report file. Use when an agent needs to (...
Parameter and forcing uncertainty for EPA SWMM. Without observed flow, call propagate_parameter_ranges (global ranges, o...
Complete SWMM engine coverage: pollutant buildup/washoff simulation support and load reporting. Validate water-quality...
Deep reference for writing production Swoole PHP code. Covers the long-running process mental model (object lifetimes, w...
SWOT strategic analysis examining Strengths, Weaknesses, Opportunities, and Threats. Use for strategic planning, competi...
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Us...
Build an evidence-cited SWOT of one company — yours or a competitor's — from public sources, ending with the S-O/W-T cro...
Analyze Strengths, Weaknesses, Opportunities, and Threats when you need to make strategic decisions, evaluate positions,...
Use for SWOT analysis, or when the user wants to assess where a team, product or company stands: "strengths and weakness...
Conducts SWOT analysis, strategic assessment, and provides strategic recommendations
Strategic environmental analysis using SWOT, PESTLE, and Porter's Five Forces. Creates structured assessments with Merma...
Drafts a Stormwater Pollution Prevention Plan (SWPPP) compliant with 40 CFR Part 122, EPA Construction General Permit (C...
Guidelines for using SWR (stale-while-revalidate) React Hooks for efficient data fetching, caching, and revalidation
SWR data-fetching expert guidance. Use when building React apps with client-side data fetching, caching, revalidation, m...
SWR data fetching - useSWR, mutations, revalidation, caching. Use when fetching API data, implementing real-time updates...
Fetch, cache, and revalidate data in React with SWR — stale-while-revalidate data fetching library by Vercel. Use when s...
Fast and modern network scanner for discovery
Search Experience Optimization (SXO) — the bridge between SEO and UX/CRO. Audits the full journey from the SERP click to...
Apply SY1 Leverage Points to identify intervention points where small changes produce disproportionate effects.
Apply SY11 Governance Patterns to design decision rights, accountability structures, and coordination mechanisms.
Apply SY16 Ecosystem Strategy to position organization within network of partners, competitors, and stakeholders.
Apply SY17 Policy Feedbacks to anticipate how rules shape behavior, which creates conditions affecting future rules.
Apply SY2 System Boundaries to define what is inside versus outside system scope for analysis or design.
Apply SY3 Stocks & Flows to distinguish accumulations from rates of change affecting them.
Apply SY4 Requisite Variety to match control system's complexity to system being controlled.
Apply SY5 Systems Archetypes to recognize recurring dynamic patterns across different domains.
Apply SY7 Path Dependence to acknowledge how early decisions constrain future options through accumulated consequences.
Use Sybil for testing code examples in documentation and docstrings. Covers pytest integration, parsers, skip directives...
Coordinated wallet cluster detection, wash trading identification, and fake activity analysis for Solana tokens
Flip Claude’s default from validation to adversarial critique. Use when you are about to make a high-stakes decision, co...
Build or restructure a course syllabus from a topic list or reading list — course description + prerequisites, week-by-w...
Generates a curated supplementary reading list from any course syllabus using Consensus academic search. Grill-me intake...
List Python symbols (classes/functions) quickly via AST to discover real identifiers before using `def`/`ctx`.
Use when recording or retrieving a durable, dated, object-attached conclusion about this project — a test/build check (c...
Cross-chain token swaps across 54+ blockchains via Symbiosis protocol. Use when the user wants to swap or bridge tokens...
Onboard a new user into a Symbiotic AI setup by interviewing them one sharp question at a time and writing their own con...
Answers C# structure questions with puck references and declarations: which types derive from, implement or override a s...
Fix symbol selection failing due to asset-type filter mismatch. Trigger when: (1) '0/N passed hard filter' error, (2) cr...
Statistical analysis for selecting trading symbols compatible with mean-reversion/momentum strategies, GARCH risk models...
ALWAYS USE FIRST when exploring, searching, or researching this codebase. Use symbol_tree MCP tool before grep/glob/read...
当推导中途就把数字代进去、结果看不出结构时使用。把符号一路保留到结构不再变化，再与「早代入数字」的路径并排对照：哪些量其实约掉了、哪两个量只以某个组合出现（说明本质自由度比看上去少）、从哪一步开始代数字会把物理藏起来。给的是纪律与对照，不替...
Meaning engine that translates intention into safe, effective symbolic experience
Token-efficient codebase navigation through intelligent symbol loading and querying. Use this skill when implementing ne...
Symfony 7+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Symfony...
Reference for the Symfony AI Agent component (symfony/ai-agent) — Agent over a Platform, the tool-calling loop, Toolbox...
Reference for the Symfony AI Chat component (symfony/ai-chat) — Chat over an Agent with persisted conversation history,...
Symfony API response standardization — JSON payload format, exception handling, controllers, REST endpoints, error respo...
Use when symfony symfony cache
Consolidated Symfony conventions (Symfony 6.4 / 7.x): attribute routing, controllers as services, autowiring/DI, Form ty...
Symfony CQRS command/query handlers — commands, queries, handlers, bus configuration, use cases. Triggers on: command, q...
Symfony 7 with Hexagonal Architecture, Domain-Driven Design (DDD), and CQRS patterns. Use this skill when implementing b...
Symfony Doctrine persistence — repository adapters, entity mapping, migrations, transactions, database patterns. Trigger...
Symfony domain modeling — entities, value objects, domain events, aggregates, domain exceptions. Triggers on: entity, va...
Comprehensive Symfony 6.4 development skill for web applications, APIs, and microservices.
Symfony hexagonal architecture setup — project structure, module scaffolding, layer responsibilities, dependency rules....
Use when symfony symfony messenger
Symfony Messenger async processing — message queues, retry strategies, failure transport, Symfony Scheduler, idempotency...
Symfony ports and adapters — port interfaces, adapter implementations, dependency injection, autowiring, repository inte...
Use when symfony symfony scheduler
Symfony security voters — role hierarchy, voter pattern, access control, authorization, permissions, IsGranted attribute...
Symfony testing — PHPUnit test organization, unit tests, integration tests, functional tests, TDD workflow, PHPStan, moc...
Symfony UX frontend stack -- decision tree and orchestrator for choosing between Stimulus, Turbo, TwigComponent, LiveCom...
Symfony validation — 3-layer validation strategy, constraints, DTO validation, domain invariants, validation groups, cus...
Use when symfony symfony voters
Create API Platform resources using pure DTOs without Doctrine entities, enabling clean API design decoupled from databa...
Implement API Platform filters for search, date ranges, boolean, and custom filtering with proper indexing
Configure API Platform resources with operations, pagination, and output DTOs for clean, versioned REST/GraphQL APIs
Secure API Platform resources with security expressions, voters, and operation-level access control
Control API output with serialization groups, custom normalizers, and context-aware serialization in API Platform
Master API Platform State Providers and Processors to decouple data retrieval and persistence from entities, enabling cl...
Test API Platform resources with ApiTestCase, test collections, items, filters, and authentication
Implement API versioning strategies in API Platform including URI, header, and query parameter approaches
Structured brainstorming techniques for Symfony projects - explore requirements, identify components, and plan architect...
Refactor fat controllers into lean controllers by extracting business logic to services, handlers, and dedicated classes
Implement CQRS pattern in Symfony with separate Command and Query handlers using Messenger component
Daily development workflow for Symfony projects including common tasks, debugging, and productivity tips
Process large datasets efficiently with Doctrine batch processing, iteration, and memory management
Optimize Doctrine queries with fetch modes, lazy loading, extra lazy collections, and query hints for performance
Create test data with Foundry factories; define states, sequences, and relationships for realistic fixtures
Create and manage Doctrine migrations for schema versioning; handle migration dependencies, rollbacks, and production de...
Define Doctrine entity relationships (OneToMany, ManyToMany, ManyToOne); configure fetch modes, cascade operations, and...
Handle database transactions with Doctrine UnitOfWork; implement optimistic locking, flush strategies, and transaction b...
Write end-to-end tests with Symfony Panther for browser automation or Playwright for complex scenarios
Provide effective context to Claude for Symfony development with relevant files, patterns, and constraints
Methodically execute implementation plans with TDD approach, incremental commits, and continuous validation
Build Symfony forms with custom Form Types, validation constraints, data transformers, and proper error handling
Write functional tests for Symfony controllers and HTTP endpoints using WebTestCase, BrowserKit, and test clients