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Skill Catalog

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Security & Compliance

Investigating Phishing Email Incident

Investigates phishing email incidents from initial user report through header analysis, URL/attachment detonation, impacted user identification, and containment actions using SOC tools like Splunk, Microsoft Defender, and sandbox analysis platforms. Use when a reported phishing email requires full incident investigation to determine scope and impact.

#mukul-cybersecurity-skills#security#cybersecuritySecurity & Compliance

Investigating Ransomware Attack Artifacts

Identify, collect, and analyze ransomware attack artifacts to determine the variant, initial access vector, encryption scope, and recovery options.

#mukul-cybersecurity-skills#security#cybersecuritySecurity & Compliance

Ip Clause Review

Review the IP clauses in an agreement — assignment, ownership, license grants, warranties, indemnities. Use when reviewing IP terms in employment, consulting, SOW, vendor, or licensing agreements, when asked to check the assignment language or license scope, or when an agreement with IP provisions is pasted or attached.

#legal#contracts#ndaSecurity & Compliance

Iso 13485 Certification

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.

#broad-capability#creative#complianceSecurity & Compliance

K8s Security Policies

Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.

#broad-capability#engineering#agent-skillsSecurity & Compliance

Kibana Audit

Enable and configure Kibana audit logging for saved object access, logins, and space operations. Use when setting up Kibana audit, filtering events, or correlating Kibana and ES audit logs.

#elastic#elasticsearch#kibanaSecurity & Compliance

Business, Marketing & Sales

Investment Memo

Write professional investment memorandums for VC, PE, or public market investments. Structure thesis, risks, and recommendations clearly.

#work-life#office#productivityBusiness, Marketing & Sales

Investment Research Assistant

An AI-powered skill for professional-grade investment research: screening candidates, pulling financial data, calculating and interpreting ratios, analyzing competitive position, identifying risk factors, performing valuation, and producing a structured investment memo.

#investing#financial-analysis#researchBusiness, Marketing & Sales

Invoice Automation

Automate invoice generation, sending, tracking, and payment reconciliation across accounting platforms

#work-life#office#productivityBusiness, Marketing & Sales

Invoice Generator

Create professional invoices with proper formatting for freelancers and small businesses. Supports multiple currencies and tax calculations.

#work-life#office#productivityBusiness, Marketing & Sales

Invoice Organizer

Organize, categorize, and track invoices and receipts

#work-life#office#productivityBusiness, Marketing & Sales

Iterate Lessons Log

Creates a structured lessons learned entry for organizational memory. Use after an incident, a completed project, or a significant learning to record knowledge for future teams and initiatives. Distinct from iterate-retrospective, which facilitates the team ceremony; this skill writes the durable lessons entry that outlives it.

#work-life#productivity#product-managementBusiness, Marketing & Sales

Iterate Pivot Decision

Documents a strategic pivot or persevere decision with the evidence, analysis, and rationale. Use when evaluating whether to change direction on a product, feature, or strategy based on market feedback.

#work-life#productivity#product-managementBusiness, Marketing & Sales

Iterate Refinement Notes

Documents backlog refinement session outcomes including stories refined, estimates, questions raised, and decisions made. Use during or after refinement to capture the results and share with absent team members.

#work-life#productivity#product-managementBusiness, Marketing & Sales

Iterate Retrospective

Facilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of a sprint, project, or milestone to reflect and improve team practices. To bank individual learnings into organizational memory afterward, use iterate-lessons-log.

#work-life#productivity#product-managementBusiness, Marketing & Sales

Jlcpcb

JLCPCB PCB fabrication and assembly — BOM/CPL generation, basic vs extended parts, assembly constraints, design rules, ordering workflow. Use with KiCad for JLCPCB manufacturing. Use this skill when the user mentions JLCPCB, wants to order PCBs or assembled boards, needs prototype bare PCBs and stencils, wants to know JLCPCB design rules and capabilities, or is asking about PCB manufacturing costs or turnaround times. For gerber/CPL export, stencil ordering, and BOM management, see the `bom` skill.

#kicad#electronics#projectBusiness, Marketing & Sales

Journal Entry

Prepare journal entries with proper debits, credits, and supporting detail. Use when booking month-end accruals (AP, payroll, prepaid), recording depreciation or amortization, posting revenue recognition or deferred revenue adjustments, or documenting an entry for audit review.

#work-life#productivity#knowledge-workBusiness, Marketing & Sales

Journal Entry Prep

Prepare journal entries with proper debits, credits, and supporting documentation for month-end close. Use when booking accruals, prepaid amortization, fixed asset depreciation, payroll entries, revenue recognition, or any manual journal entry.

#work-life#productivity#knowledge-workBusiness, Marketing & Sales

Jurisdiction Format

Compile patent application into jurisdiction-specific filing format. Use when user says "格式转换", "jurisdiction format", "国家格式", "compile patent", or wants formatted patent documents for CN/US/EP filing.

#broad-capability#wanshuiyin-aris#ml-researchBusiness, Marketing & Sales

Kanchi Dividend Review Monitor

Monitor dividend portfolios with Kanchi-style forced-review triggers (T1-T5) and convert anomalies into OK/WARN/REVIEW states without auto-selling. Use when users ask for 減配検知, 8-Kガバナンス監視, 配当安全性モニタリング, REVIEWキュー自動化, or periodic dividend risk checks.

#work-life#productivity#financeBusiness, Marketing & Sales

Kanchi Dividend Sop

Convert Kanchi-style dividend investing into a repeatable US-stock operating procedure. Use when users ask for かんち式配当投資, dividend screening, dividend growth quality checks, PERxPBR adaptation for US sectors, pullback limit-order planning, or one-page stock memo creation. Covers screening, deep dive, entry planning, and post-purchase monitoring cadence.

#work-life#productivity#financeBusiness, Marketing & Sales

Kanchi Dividend Us Tax Accounting

Provide US dividend tax and account-location workflow for Kanchi-style income portfolios. Use when users ask about qualified vs ordinary dividends, 1099-DIV interpretation, REIT/BDC distribution treatment, holding-period checks, or taxable-vs-IRA account placement decisions for dividend assets.

#work-life#productivity#financeBusiness, Marketing & Sales

Keyword Research

When the user wants to discover, evaluate, or prioritize App Store keywords. Also use when the user mentions "keyword research", "find keywords", "search volume", "keyword difficulty", "keyword ideas", or "what keywords should I target". For implementing keywords into metadata, see metadata-optimization. For auditing current keyword performance, see aso-audit.

#work-life#productivity#app-store-optimizationBusiness, Marketing & Sales

Klaviyo

Klaviyo email/SMS marketing - profiles, events, flows, segmentation

#claude-bootstrap#bootstrap#emailBusiness, Marketing & Sales

Kpi Dashboard Design

Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throughput; creating a cohort retention analysis view for a product team; or debugging a dashboard where metrics contradict each other due to inconsistent calculation methodology.

#broad-capability#engineering#agent-skillsBusiness, Marketing & Sales

Personal Productivity

Mobile App Development

iOS Design Guidelines

Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode, or HIG compliance.

#work-life#productivity#designMobile App Development

iOS Simulator Skill

29 production-ready scripts for iOS app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and simulator lifecycle management. Optimized for AI agents with minimal token output.

#conorluddy-ios-simulator#ios#screenshotMobile App Development

Iterating With AI And MCP

Use this skill to drive Compose HotSwan from an AI agent (Claude Code, Cursor, any MCP client) so the agent can edit a Kotlin file, trigger a hot reload, capture a device screenshot, evaluate the result against a design intent, and iterate without a human in the loop. Covers the seven HotSwan MCP tools (hotswan_get_status, hotswan_reload, hotswan_take_screenshot, hotswan_start_snapshot, hotswan_stop_snapshot, hotswan_select_variant, hotswan_build_and_install), the canonical edit-reload-screenshot loop, snapshot-based rollback, and when to fall back to a full install for schema changes. Use when the developer says "get the AI to tune this screen until it matches a mock", asks "can the AI see what changed?" or "can the AI screenshot the device?", sets up a Claude Code or Cursor workflow that needs MCP tool access, or wants AI-driven UI iteration.

#android#jetpack-compose#performanceMobile App Development

Design, Media & Creative

Software Engineering

Issue

Create standalone work items (TASK, BUG, or SPIKE) with AI-assisted type detection. Use when you need to track work that needs doing, exploration needed, or something broken.

#personal-productivity#daily-routine#weekly-reviewSoftware Engineering

Issue Fields Migration

Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say "migrate my labels to issue fields", "migrate project fields to issue fields", "convert labels to issue fields", "copy project field values to issue fields", or ask about adopting issue fields. Issue fields are org-level typed metadata (single select, text, number, date) that replace label-based workarounds with structured, searchable, cross-repo fields.

#github-copilot#project#managementSoftware Engineering

Issue Tracker

Your GitHub issue command center -- find, triage, review, and respond to issues with full markdown + HTML reports saved to your workspace. Includes reactions, release context, and discussion awareness.

#broad-capability#accessibility#a11ySoftware Engineering

Iterate PR

Iterate on a PR until actionable CI passes and high/medium review feedback is addressed. Use for PR CI failures, review feedback, or green-check loops; do not wait for human approval, draft status, or merge gates.

#observability#sentry#codeSoftware Engineering

Iterative Development

TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically

#claude-bootstrap#bootstrap#testingSoftware Engineering

Jasmine Skill

Generates Jasmine tests in JavaScript. BDD-style framework with spies and async support. Use when user mentions "Jasmine", "jasmine.createSpy", "toHaveBeenCalled". Triggers on: "Jasmine", "jasmine test", "createSpy", "Jasmine spec".

#testing#automationSoftware Engineering

Java 11 to Java 17 Upgrade Guide

Comprehensive best practices for adopting new Java 17 features since the release of Java 11.

#github-copilot#backend#developmentSoftware Engineering

Java 21 to Java 25 Upgrade Guide

Comprehensive best practices for adopting new Java 25 features since the release of Java 21.

#github-copilot#backend#developmentSoftware Engineering

Java Add Graalvm Native Image Support

GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best practices.

#github-copilot#performance#optimizationSoftware Engineering

Java Architect

Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke to implement WebFlux endpoints, optimize JPA queries and database performance, configure Spring Security with OAuth2/JWT, or resolve authentication issues and async processing challenges in cloud-native Spring applications.

#engineering#full-stack#backendSoftware Engineering

Java MCP Expert

Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration.

#github-copilot#mcp#serverSoftware Engineering

Java MCP Server Development Guidelines

Best practices and patterns for building Model Context Protocol (MCP) servers in Java using the official MCP Java SDK with reactive streams and Spring integration.

#github-copilot#mcp#serverSoftware Engineering

Java MCP Server Generator

Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.

#github-copilot#mcp#serverSoftware Engineering

Java Refactoring Remove Parameter

Refactoring using Remove Parameter in Java Language

#github-copilot#code#qualitySoftware Engineering

Javascript Pro

Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems, and Node.js APIs. Use when building vanilla JavaScript applications, implementing Promise-based async flows, optimising browser or Node.js performance, working with Web Workers or Fetch API, or reviewing .js/.mjs/.cjs files for correctness and best practices.

#engineering#full-stack#frontendSoftware Engineering

Javascript Testing Patterns

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.

#broad-capability#engineering#agent-skillsSoftware Engineering

Javax To Jakarta Migration

Migrate Java code from javax.* to jakarta.* namespace. Use when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected in the codebase.

#github-copilot#backend#developmentSoftware Engineering

Jest Skill

Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions "Jest", "describe/it/expect", "jest.mock", "toMatchSnapshot". Triggers on: "Jest", "expect().toBe()", "jest.mock", "snapshot test", "JS test", "React test".

#testing#automationSoftware Engineering

Jira Automation

Automate Jira project management workflows, sprint planning, issue tracking, and reporting

#work-life#office#productivitySoftware Engineering

Jira Epic

Creates Jira epics for large features following Prowler's standard format. Trigger: When user asks to create an epic, large feature, or multi-task initiative.

#angular#react#typescriptSoftware Engineering

Jira Task

Creates Jira tasks following Prowler's standard format. Trigger: When user asks to create a Jira task, ticket, or issue.

#angular#react#typescriptSoftware Engineering

Joyride User Scripts Project Assistant

Expert assistance for Joyride User Script projects - REPL-driven ClojureScript and user space automation of VS Code

#github-copilot#backend#developmentSoftware Engineering

Joyride Workspace Automation Assistant

Expert assistance for Joyride Workspace automation - REPL-driven and user space ClojureScript automation within specific VS Code workspaces

#github-copilot#backend#developmentSoftware Engineering

Judge

Reviewing code via multi-engine orchestration. Orchestrates parallel review via subagents with grounding verification, shipping only findings worth fixing. Default Claude + Codex (dual-engine); agy optional third axis. Use for PR review or pre-commit checks — detects bugs, vulnerabilities, logic errors, and intent misalignment. Complements Zen refactoring.

#broad-capability#development#securitySoftware Engineering

Jules

Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to Jules', 'ask Jules to', 'check Jules sessions', 'pull Jules results', 'jules add tests', 'jules add docs', 'jules review pr'. Handles: bug fixes, documentation, features, tests, refactoring, code reviews. Works with GitHub repos, creates PRs.

#broad-capability#image-generation#researchSoftware Engineering

Junit 5 Skill

Generates production-grade JUnit 5 unit and integration tests in Java. Covers assertions, parameterized tests, lifecycle hooks, mocking with Mockito, and nested tests. Use when user mentions "JUnit", "JUnit 5", "@Test", "assertEquals", "Assertions", "Java unit test". Triggers on: "JUnit", "@Test", "assertEquals", "Java test", "unit test Java".

#testing#automationSoftware Engineering

Jupiter

Build Solana DeFi applications combining Jupiter APIs with Helius infrastructure. Covers token swaps (Swap API V2), lending/borrowing (Lend protocol), limit orders (Trigger), DCA (Recurring), token/price data, transaction submission via Sender, fee optimization, real-time streaming, and wallet intelligence.

#helius-core-ai#solana#blockchainSoftware Engineering

Jupiter

Build Solana DeFi applications combining Jupiter APIs with Helius infrastructure. Covers token swaps (Swap API V2), lending/borrowing (Lend protocol), limit orders (Trigger), DCA (Recurring), token/price data, transaction submission via Sender, fee optimization, real-time streaming, and wallet intelligence.

#helius-core-ai#solana#blockchainSoftware Engineering

Justfile

Create, edit, refactor, lint, and maintain Justfiles and `.just` module files using the `just` command runner. ALWAYS use this skill when the user mentions justfile, Justfile, just recipes, just modules, `.just` files, or asks to set up task automation with just. Also trigger when migrating a Makefile to just, adding recipes or modules to an existing Justfile, or organizing and documenting project commands. Covers house conventions, templates, namespacing by domain, dotenv, cross-platform support, and a structural lint. NOT FOR file-based build dependency graphs that need timestamp tracking (use make).

#broad-capability#devops#azureSoftware Engineering

Keyboard Navigator

Keyboard navigation and focus management specialist. Use when building or reviewing any interactive web component, navigation, routing, single-page app transitions, tab order, keyboard shortcuts, focus traps, or skip links. Ensures full keyboard operability for users who cannot use a mouse. Applies to any web framework or vanilla HTML/CSS/JS.

#broad-capability#accessibility#a11ySoftware Engineering

Kotlin Backend Jpa Entity Mapping

Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equality, uniqueness constraints, relationships, fetch plans, and common ORM (Object-Relational Mapping) traps specific to Kotlin. Use when creating or reviewing JPA (Java Persistence API) entities, diagnosing N+1 or LazyInitializationException, placing indexes and uniqueness rules, or preventing Kotlin-specific bugs such as data class entities and broken equals/hashCode.

#kotlin#jvm#androidSoftware Engineering

Kotlin MCP Server Development Expert

Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK.

#github-copilot#mcp#serverSoftware Engineering

Kotlin Specialist

Provides idiomatic Kotlin implementation patterns including coroutine concurrency, Flow stream handling, multiplatform architecture, Compose UI construction, Ktor server setup, and type-safe DSL design. Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose. Invoke for Flow API, KMP projects, Ktor servers, DSL design, sealed classes, suspend function, Android Kotlin, Kotlin Multiplatform.

#engineering#full-stack#backendSoftware Engineering

Kotlin Tooling Agp9 Migration

Migrates Kotlin Multiplatform (KMP) projects to Android Gradle Plugin 9.0+. Handles plugin replacement (com.android.kotlin.multiplatform.library), module splitting, DSL migration, and the new default project structure. Use when upgrading AGP, when build fails due to KMP+AGP incompatibility, or when the user mentions AGP 9.0, android multiplatform plugin, KMP migration, or com.android.kotlin.multiplatform.library.

#kotlin#jvm#androidSoftware Engineering

Kotlin Tooling Cocoapods Spm Migration

Migrate KMP projects from CocoaPods (kotlin("native.cocoapods")) to Swift Package Manager (swiftPMDependencies DSL) — replaces pod() with swiftPackage(), transforms cocoapods.* imports to swiftPMImport.*, and reconfigures the Xcode project.

#kotlin#jvm#androidSoftware Engineering

Kotlin Tooling Java To Kotlin

Use when converting Java source files to idiomatic Kotlin, when user mentions "java to kotlin", "j2k", "convert java", "migrate java to kotlin", or when working with .java files that need to become .kt files. Handles framework-aware conversion for Spring, Lombok, Hibernate, Jackson, Micronaut, Quarkus, Dagger/Hilt, RxJava, JUnit, Guice, Retrofit, and Mockito.

#kotlin#jvm#androidSoftware Engineering

DevOps & Cloud

Istio Traffic Management

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

#broad-capability#engineering#agent-skillsDevOps & Cloud

K8s Timezone Config

Configure timezone for Kubernetes pods using TZ environment variable. Use when deploying workloads that need Brazil/São Paulo timezone or when logs show UTC (+0000) instead of local time.

#broad-capability#devops#azureDevOps & Cloud

Keyvault Csi Driver

Azure Key Vault + CSI Driver integration for Kubernetes secrets management. Use when creating SecretProviderClass resources, mounting secrets from Key Vault, troubleshooting 403 errors, syncing secrets to K8s, or configuring applications to use Key Vault secrets.

#broad-capability#devops#azureDevOps & Cloud

Kibana Alerting Rules

Create and manage Kibana alerting rules via REST API or Terraform. Use when creating, updating, or managing rule lifecycle (enable, disable, mute, snooze) or rules-as-code workflows.

#elastic#elasticsearch#kibanaDevOps & Cloud

Kibana Connectors

Create and manage Kibana connectors for Slack, PagerDuty, Jira, webhooks, and more via REST API or Terraform. Use when configuring third-party integrations or managing connectors as code.

#elastic#elasticsearch#kibanaDevOps & Cloud

Knative

Knative serverless platform for Kubernetes. Use when deploying serverless workloads, configuring autoscaling (scale-to-zero), event-driven architectures, traffic management (blue-green, canary), CloudEvents routing, Brokers/Triggers/Sources, or working with Knative Serving/Eventing/Functions. Covers installation, networking (Kourier/Istio/Contour), and troubleshooting.

#broad-capability#devops#azureDevOps & Cloud

Kubernetes Clusters Skill

| Context | Name | |---------|------| | Developer/Docs | `cafehyna-hub` | | Azure CLI | `aks-cafehyna-default` |

#broad-capability#devops#azureDevOps & Cloud

Kubernetes Manifests Instructions

Best practices for Kubernetes YAML manifests including labeling conventions, security contexts, pod security, resource management, probes, and validation commands

#github-copilot#cloud#architectureDevOps & Cloud

Kubernetes Specialist

Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isolation rules, debug pod crashes, analyze resource limits, inspect container logs, or right-size workloads. Use for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization, GitOps pipelines, and multi-cluster management.

#engineering#full-stack#dockerDevOps & Cloud

Presentations & Documents

Job Description Generator

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#work-life#office#productivityPresentations & Documents

Job Stories

Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria. Use when writing job stories, creating JTBD-style backlog items, or expressing user situations and motivations.

#work-life#productivity#product-managementPresentations & Documents

JSON Canvas

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

#broad-capability#devops#azurePresentations & Documents

Kidoc

Generate professional engineering documentation from KiCad projects — Hardware Design Descriptions (HDD), CE Technical Files, Interface Control Documents (ICD), Design Review Packages, and Manufacturing Transfer Packages. Auto-runs schematic, PCB, EMC, and thermal analyses; renders schematic and PCB SVGs with subsystem cropping, focus dimming, net highlighting, and pin-net annotation; generates power tree, bus topology, and architecture block diagrams. Produces styled PDF with cover pages, TOC, and vector SVG embedding. Markdown source of truth — human-editable, version-controllable. Use for "generate documentation", "create report", "HDD", "CE technical file", "design review package", "ICD", "render schematic", "render layout", "generate block diagram", "manufacturing package", "generate PDF", or "custom report".

#kicad#electronics#projectPresentations & Documents

Data, AI & Research

Jqschema

Infer JSON structure and types with jq-based schema discovery.

#broad-capability#agentic-workflows#github-actionsData, AI & Research

Jupyter Live Kernel

Iterative Python via live Jupyter kernel (hamelnb).

#broad-capability#development#creativeData, AI & Research

Jupyter Notebook

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.

#broad-capability#creative#mlData, AI & Research

Kb Retriever

面向本地知识库目录的检索和问答助手。核心流程:(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索,避免整文件加载。用户问题涉及"从知识库目录回答问题/检索信息/查资料"时使用。

#broad-capability#web-design#image-generationData, AI & Research

Kibana Dashboards

Create and manage Kibana Dashboards and visualizations. Use when you need to define dashboards and visualizations declaratively, version control them, or automate their deployment.

#elastic#elasticsearch#kibanaData, AI & Research

Kibana Streams

List, inspect, enable, disable, and resync Kibana Streams via the REST API. Use when the user needs stream details, ingest/query settings, queries, significant events, or attachments.

#elastic#elasticsearch#kibanaData, AI & Research

Kibana Vega

Create Vega and Vega-Lite visualizations with ES|QL data sources in Kibana. Use when building custom charts, dashboards, or programmatic panel layouts beyond standard Lens charts.

#elastic#elasticsearch#kibanaData, AI & Research

Knowledge Distillation

Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to open-source models, or reducing inference costs. Covers temperature scaling, soft targets, reverse KLD, logit distillation, and MiniLLM training strategies.

#broad-capability#ai-research#machine-learningData, AI & Research

KQL

Kusto Query Language authoring, debugging, optimization, translation, and tooling for Azure Monitor, Sentinel, ADX, and Application Insights. USE WHEN user mentions 'KQL', 'Kusto', 'Log Analytics query', 'Sentinel query', 'hunting query', 'ADX query', 'Application Insights query', 'translate SQL to KQL', 'Splunk to KQL', 'optimize query', 'KQL performance', '.kql file', 'detection rule', 'analytics rule', 'threat hunting', 'Azure monitor query', 'log query', 'summarize operator', 'where TimeGenerated', OR any request involving querying Azure log/telemetry data. Even if the user doesn't say "KQL" explicitly — if they're asking about querying Azure logs, security events, or telemetry data, this skill applies.

#broad-capability#devops#azureData, AI & Research

KQL

KQL language expertise for writing correct, efficient Kusto Query Language queries. Covers syntax gotchas, join patterns, dynamic types, datetime pitfalls, regex patterns, serialization, memory management, result-size discipline, and advanced functions (geo, vector, graph). USE THIS SKILL whenever writing, debugging, or reviewing KQL queries — even simple ones — because the gotchas section prevents the most common errors that waste tool calls and cause expensive retry cascades. Trigger on: KQL, Kusto, ADX, Azure Data Explorer, Fabric Real-Time Intelligence, EventHouse, Log Analytics, log analysis, data exploration, time series, anomaly detection, summarize, where clause, join, extend, project, let statement, parse operator, extract function, any mention of pipe-forward query syntax.

#broad-capability#development#setupData, AI & Research

Agent Orchestration

Kanban Orchestrator

Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanban. The "don't do the work yourself" rule and the basic lifecycle are auto-injected into every kanban worker's system prompt; this skill is the deeper playbook when you're specifically playing the orchestrator role.

#broad-capability#development#creativeAgent Orchestration

Kanban Video Orchestrator

Plan, set up, and monitor a multi-agent video production pipeline backed by Hermes Kanban. Use when the user wants to make ANY video — narrative film, product/marketing, music video, explainer, ASCII/terminal art, abstract/generative loop, comic, 3D, real-time/installation — and the work warrants decomposition into specialized profiles (writer, designer, animator, renderer, voice, editor, etc.) coordinated through a kanban board. Performs adaptive discovery to scope the brief, designs an appropriate team for the requested style, generates the setup script that creates Hermes profiles + initial kanban task, then helps monitor execution and intervene when tasks stall or fail. Routes scenes to whichever Hermes rendering / audio / design skill fits each beat (`ascii-video`, `manim-video`, `p5js`, `comfyui`, `touchdesigner-mcp`, `blender-mcp`, `pixel-art`, `baoyu-comic`, `claude-design`, `excalidraw`, `songsee`, `heartmula`, …) plus external APIs for TTS, image-gen, and image-to-video as needed.

#broad-capability#development#creativeAgent Orchestration

Kanban Worker

Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected into every worker's system prompt as KANBAN_GUIDANCE (from agent/prompt_builder.py); this skill is what you load when you want deeper detail on specific scenarios.

#broad-capability#development#creativeAgent Orchestration

Kibana Agent Builder

Create and manage Agent Builder agents and custom tools in Kibana. Use when asked to create, update, delete, test, or inspect agents or tools in Agent Builder.

#elastic#elasticsearch#kibanaAgent Orchestration

Kotlin MCP Server Generator

Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.

#github-copilot#mcp#serverAgent Orchestration

Education & Writing

Science & Simulation