Results for “framework”

Install skills, agents, and teams from agent-almanac into any supported agentic framework using the CLI. Covers framework detection, content search, installation with dependency resolution, health auditing, and manifest-based syncing. Use when setting up a new project with agentic capabilities, installing specific skills or entire domains, targeting multiple frameworks simultaneously, or maintaining a declarative manifest of installed content.

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Create AI agents and workflows using Microsoft Agent Framework SDK. Supports single-agent and multi-agent workflow patterns. USE FOR: create agent, build agent, scaffold agent, new agent, agent framework, workflow pattern, multi-agent, MCP tools, create workflow. DO NOT USE FOR: deploying agents (use agent/deploy), evaluating agents (use agent/evaluate), Azure AI Foundry agents without Agent Framework SDK.

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Use when legacy prompts or old framework sessions refer to the pre-rebrand Galyarder Agent Framework operating guide and need the modern equivalent behavior.

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houtu-dependencies enterprise-grade Spring Cloud microservice foundational framework complete usage guide. GroupId is io.github.lujiafa, covering unified response, exception handling, parameter parsing, session authentication, permission control, signature verification, anti-replay, distributed lock, rate limiting, database field encryption, config decryption, access logging, canary routing, weighted load balancing, Feign enhancement, Sentinel circuit breaking, service discovery, Swagger documentation, crypto utilities, HTTP client, monitoring metrics, and other enterprise-grade capabilities. When the project build file (pom.xml or build.gradle/build.gradle.kts) contains io.github.lujiafa or houtu-related dependencies, or when the user mentions houtu or houtu-dependencies, this Skill must be read and code must be generated strictly following framework conventions. Even if the user is simply doing regular Spring Boot development (e.g., writing Controller, Service, Feign), as long as the project includes houtu, the houtu approach must be used instead of native Spring. When the user explicitly wants to use the houtu framework and the project has not yet included it, proactively add the BOM and required Starters; when the project already includes it, proactively identify and import required module dependencies based on business scenarios during coding, naturally integrating framework capabilities to enhance business services based on business semantics, rather than waiting for the user to specify each one.

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Initialize the UniKit framework in a project. Scans the current project to detect the engine and real tech stack, then generates the base framework documents that give AI agents context about the project — the resolved project description, the architecture doc, AGENTS.md, and the user-editable .unikit/config.yaml. This is the one-time, whole-project setup run before any other unikit skill. Use whenever the user wants to initialize, set up, or onboard the framework, e.g. "initialize unikit", "init the framework", "set up unikit", "set up the project", "configure AI context", "scan my project and set it up", "bootstrap the project". It also actualizes the config of a project already set up — say "update the config", "add missing settings", "actualize configuration", "fix my config".

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KPI体系設計とOKR策定支援スキル。ビジネス目標に整合したKPI設計、バランススコアカード、OKRフレームワーク、 ダッシュボード設計を提供。SMART原則、リーディング/ラギング指標の選定を支援。 Use when designing KPI frameworks, implementing OKR methodology, or creating performance measurement systems. Triggers: "KPI design", "OKR", "performance metrics", "balanced scorecard", "dashboard design", "measurement framework".

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Orchestrate one or more thinking frameworks to work through any problem, decision, document, or idea rigorously. Diagnoses which frameworks fit — inversion, pre-mortem, assumption-mapping, socratic, adversarial-hat — then guides the user through them in the right sequence. Load when the user asks for deep thinking, says "help me think through this properly", "apply your best thinking frameworks", "I need to think carefully before deciding", or "what thinking tools should I use here". Also the entry point for any complex problem where the right framework is unclear. Covers product decisions, engineering tradeoffs, personal decisions, strategy, creative challenges — any domain.

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Record software design decisions as numbered Markdown files, with context, rejected alternatives, benefits, drawbacks, and risks. Maintain an index and consult existing ADRs—architecture decision records—to explain why a framework, database, or design approach was chosen.

• Record reasons for framework or database choices
• Document design alternatives and trade-offs
• Find explanations for past technical decisions

Implement and review GSAP animations in Vue, Nuxt, Svelte, and SvelteKit. It explains when to start animations, how to limit element selection to one component, and how to clean up when that component is removed.

• Adding GSAP animations to Vue or Svelte
• Reviewing animation cleanup when components are removed
• Keeping animations scoped to one component

Explore a marketing decision through simulated advisors using well-known marketers' published frameworks. Compare their recommendations, uncover disagreements and trade-offs, and receive a synthesis with concrete next steps suited to the business and its constraints.

• Compare perspectives on a positioning strategy
• Review an advertising concept through several frameworks
• Debate a pricing change or launch plan

Design AWS applications that run without managing servers and respond to events. Get guidance on Lambda APIs, asynchronous workflows, retries, monitoring, and scaling, with implementation patterns based on the AWS Well-Architected Framework.

• Designing APIs backed by Lambda
• Building asynchronous job processing
• Coordinating services with Step Functions

Build and review C#/.NET APIs and business backends using concrete implementation patterns. Cover asynchronous operations, service dependencies, database access, configuration, caching, and tests to structure application code and examine quality and performance issues.

• Designing a new .NET Web API
• Reviewing asynchronous C# code
• Improving database access and caching

Plan and carry out an AngularJS to Angular migration, from choosing a rewrite strategy to converting components, services, and routes. Includes a hybrid approach that runs both frameworks together while individual features are migrated.

• Planning an AngularJS to Angular migration
• Moving a large app one feature at a time
• Converting directives into Angular components

Plan and carry out major library and framework upgrades by checking compatibility, identifying changes that require code updates, testing each stage, and preparing rollback steps if an upgrade causes problems.

• Planning a major framework upgrade
• Updating dependencies with known vulnerabilities
• Resolving conflicting package versions

Assess cybersecurity risks using NIST SP 800-30 Rev 1 by examining threats, weaknesses, likelihood, and business impact. Produce a ranked risk register, a structured record of risks and recommended responses, with a summary for leadership.

• Preparing documented risk analysis for compliance frameworks
• Assessing a new system before launch
• Reporting the highest risks to leadership

Set up and harden a Sliver server for authorized security exercises that simulate attackers. Cover multiple communication protocols, intermediary servers, certificate-based access for team members, and test programs that use periodic or interactive connections.

• Building a Sliver server for an authorized red-team exercise
• Configuring multiple communication protocols for an exercise
• Managing certificate-based access for multiple operators

Create a ransomware response playbook aligned with CISA guidance and NIST CSF, a cybersecurity framework. Organize preparation, detection, containment, recovery, and lessons learned into actionable checklists for readiness reviews and simulated incident exercises.

• Creating or updating a ransomware response playbook
• Assessing readiness against CISA guidance
• Validating response steps in a tabletop exercise

Implement, update, test, or document TypeScript provider packages, the adapters connecting supported services and frameworks. This skill focuses on work under ts/packages/providers and directs the agent to read the provider workflow before making changes.

• Implement a TypeScript provider
• Modify a service or framework adapter
• Test provider-specific changes

Compares frameworks, libraries, and cloud providers using weighted criteria. Helps teams choose technologies with estimates of five-year total ownership costs, security assessments, community health indicators, and migration effort, risks, and timelines.

• Comparing frameworks for a new project
• Estimating five-year technology ownership costs
• Assessing migration effort and risks

Design company discount rules across contract value, duration, payment terms, and strategic value. Build a discount matrix, define approval routes and required commitments for exceptions, and check the policy for gaps, contradictions, and margin violations.

• Create a company's first formal discount policy
• Revise discount rules after margin requirements change
• Define approval routes and commitments for exceptions

Compare nine methods for setting priorities, including RICE and ICE, which score ideas using factors such as impact and confidence. Use formulas, selection guidance, and linked templates to choose an approach for customer problems, initiatives, or requirements.

• Choosing a method for setting priorities
• Comparing RICE and ICE
• Ranking customer problems by importance and satisfaction

Create and update Handsontable guide pages with consistent page metadata, headings, framework-specific examples, and sidebar entries. Follow the documentation site's writing conventions and generate JavaScript examples from TypeScript sources where required.

• Adding a guide for a new feature
• Updating an existing guide's content and metadata
• Embedding examples for different frameworks

Review Google Cloud operations and develop guidance for monitoring, incident response, resource sizing, and automated deployments. Use framework-based questions and checklists to identify gaps in production readiness and plan ongoing operational improvements.

• Reviewing production readiness
• Planning monitoring and logging
• Improving incident response procedures

Assess Google Cloud workloads for environmental sustainability using the Well-Architected Framework. Get recommendations on lower-carbon regions, efficient computing and storage, AI energy use, and ongoing emissions measurement with Carbon Footprint.

• Reviewing cloud architecture for environmental impact
• Comparing deployment regions by carbon-free energy use
• Reducing energy waste in AI and computing workloads