Kilo-Org
- 227 skills
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- 5 hours ago last updated
- ▌ Create Pull Request · kilo-org bundleCreate a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, PR template usage, and PR creation using the gh CLI tool.
- ▌ Vscode Self Test 2 · kilo-orgTest and profile VS Code extension flows end to end in an isolated VS Code window
- ▌ Gcloud · kilo-org bundleInteracts with Google Cloud services using the gcloud CLI safely and efficiently. Covers command validation, data reduction, safety guardrails with a denylist, and workflows for discovery and investigation. You MUST read this skill before invoking any gcloud command. Use when managing cloud resources, querying configurations, or troubleshooting issues via gcloud. Don't use when writing or debugging Google Cloud client library code or raw REST/gRPC API interactions.
- ▌ Db2 Rhel · kilo-org bundleUse when installing, configuring, or managing IBM DB2 LUW on RHEL 9 (and AlmaLinux/Rocky 9) — instance creation, database administration, buffer pool and tablespace management, backup/restore with HADR, performance tuning (db2advis, db2pd, MON functions), runstats/reorg, SELinux contexts, firewalld rules, and DB2 pureScale. Part of the db2-* skill family.
- ▌ Azure Rbac · kilo-org bundleHelps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign it. Also provides guidance on permissions required to grant roles. WHEN: bicep for role assignment, what role should I assign, least privilege role, RBAC role for, role to read blobs, role for managed identity, custom role definition, assign role to identity, what role do I need to grant access, permissions to assign roles.
- ▌ Redis Core · kilo-org bundleCore Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names. Use when designing a Redis data model, caching objects, deciding between Hash and JSON, building counters, leaderboards, membership sets, or session stores, or when reviewing/cleaning up Redis key naming.
- ▌ Azure Storage · kilo-org bundleAzure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file shares, async messaging, NoSQL key-value, and big data analytics. Includes lifecycle management. USE FOR: blob storage, file shares, queue storage, table storage, data lake, upload files, download blobs, storage accounts, access tiers, storage tiers, hot cool cold archive, storage tier comparison, when to use storage tiers, lifecycle management, Azure Storage concepts. DO NOT USE FOR: SQL databases, Cosmos DB (use azure-prepare), messaging with Event Hubs or Service Bus (use azure-messaging).
- ▌ Entra Agent Id · kilo-org bundleProvision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra SDK for AgentID sidecar. USE FOR: Agent Identity Blueprint, BlueprintPrincipal, agent OAuth, fmi_path token exchange, agent OBO, Workload Identity Federation for agents, polyglot agent auth, Microsoft.Identity.Web.AgentIdentities. DO NOT USE FOR: standard Entra app registration (use entra-app-registration), Azure RBAC (use azure-rbac), Microsoft Foundry agent authoring (use microsoft-foundry).
- ▌ Image Enhancer · kilo-orgImproves the quality of images, especially screenshots, by enhancing resolution, sharpness, and clarity. Perfect for preparing images for presentations, documentation, or social media posts.
- ▌ Mysql Patterns · kilo-org bundleMySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends.
- ▌ Angular Tooling · kilo-org bundleUse Angular CLI and development tools effectively in Angular v20+ projects. Use for project setup, code generation, building, testing, and configuration. Triggers on creating new projects, generating components/services/modules, configuring builds, running tests, or optimizing production builds. Don't use for Nx workspace commands, custom Webpack configurations, or non-Angular CLI build systems like Vite standalone or esbuild direct usage.
- ▌ Frontend Design · kilo-org bundleGuidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.
- ▌ Azure Compliance · kilo-org bundleRun Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr (compliance cli tool), Azure best practices, Key Vault expiration check, expired certificates, expiring secrets, orphaned resources, compliance assessment.
- ▌ Glue Diagnostics · kilo-org bundleUse this skill to investigate and troubleshoot AWS Glue problems by analyzing ETL jobs, crawlers, connections, Data Catalog, DPU utilization, Spark execution, and job bookmarks following structured runbooks. Activate when: job failures, job timeouts, OOM errors, Spark executor or driver crashes, crawler failures, schema detection issues, partition problems, JDBC connection failures, VPC/subnet connectivity, S3 endpoint access, Data Catalog sync issues, schema evolution conflicts, DPU sizing problems, shuffle bottlenecks, data skew, transformation errors, bookmark issues, data quality failures, IAM permission errors, encryption problems, Glue Studio visual editor errors, job generation failures, or the user says something is wrong with Glue without naming specific symptoms.
- ▌ Pytorch Patterns · kilo-org bundlePyTorch deep learning patterns and best practices for building robust, efficient, and reproducible training pipelines, model architectures, and data loading.
- ▌ Slack Gif Creator · kilo-org bundleToolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
- ▌ Changelog Generator · kilo-orgAutomatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
- ▌ Redis Observability · kilo-org bundleRedis observability guidance — which metrics to monitor (memory, connections, hit ratio, ops/sec, rejected connections), which built-in commands to reach for during incident triage (SLOWLOG, INFO, MEMORY DOCTOR, CLIENT LIST, FT.PROFILE), and when to use the Redis Insight GUI. Use when setting up monitoring or alerts for a Redis instance, diagnosing a performance regression, profiling a slow FT.SEARCH query, or wiring Redis metrics into Prometheus, Datadog, or similar.
- ▌ Securing S3 Buckets · kilo-org bundleCreate and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the user wants to secure a new bucket, audit an existing bucket, fix a security finding, configure encryption, or enable logging and monitoring. Do NOT use for general S3 data operations, S3 Tables setup, or discovering existing data assets.
- ▌ AWS Sdk Python Usage · kilo-org bundleAWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. This includes creating service clients or resources, configuring sessions and credentials, handling errors with ClientError, using paginators and waiters, S3 file transfers and presigned URLs, DynamoDB table operations, and any boto3/botocore client configuration. Use this skill whenever Python code imports boto3 or botocore, or when the user asks about AWS operations in Python.
- ▌ Secrets Vault Manager · kilo-org bundleUse when the user asks to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores (AWS Secrets Manager, Azure Key Vault, GCP Secret Manager), implement secret rotation, or audit secret access patterns.
- ▌ Web Design Guidelines · kilo-orgReview UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
- ▌ Lead Research Assistant · kilo-orgIdentifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact strategies. Perfect for sales, business development, and marketing professionals.
- ▌ Creating Data Lake Table · kilo-org bundleCreate managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).
- ▌ Domain Name Brainstormer · kilo-orgGenerates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
- ▌ Ingesting Into Data Lake · kilo-org bundleImport data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue catalog tables (migration). Default target is S3 Tables; standard Iceberg on a general purpose bucket is supported where S3 Tables is not adopted. Handles one-time loads, recurring pipelines, migrations. Triggers on: import data, load data, ingest, sync database, migrate table, move data to AWS, set up pipeline, ETL, pull from Snowflake, query BigQuery into S3, export DynamoDB, CTAS, convert to Iceberg. Do NOT use for setting up or troubleshooting Glue connections (use connecting-to-data-source), creating empty tables (use creating-data-lake-table), running queries (use querying-data-lake), finding tables by fuzzy name (use finding-data-lake-assets), catalog audit (use exploring-data-catalog), or SaaS platforms like Salesforce, ServiceNow, SAP, MongoDB, Kafka.
- ▌ Connecting To Data Source · kilo-org bundleCreate and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user, discovers existing connections and RDS/Redshift candidates, registers credentials in Secrets Manager or IAM DB auth, configures VPC, and tests. Triggers on: connect to database, set up Glue connection, register data source, connect to Snowflake/BigQuery/RDS, connection timeout, test connection, troubleshoot connection. Do NOT use for moving data (use ingesting-into-data-lake), creating tables (use creating-data-lake-table), queries (use querying-data-lake), catalog exploration (use exploring-data-catalog), or SaaS (Salesforce, ServiceNow, SAP, MongoDB, Kafka).
- ▌ AWS Messaging And Streaming · kilo-org bundleGuides use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amazon Data Firehose, Amazon Managed Service for Apache Flink, and Amazon Managed Streaming for Apache Kafka (MSK). Use when implementing messaging and streaming patterns.
- ▌ Vercel React Best Practices · kilo-org bundleReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
- ▌ Data Quality Frameworks Sickn33 · kilo-org bundleImplement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
- ▌ GCP Event Driven Architecture Review · kilo-org bundleReview GCP Pub/Sub, Eventarc, Cloud Tasks, Cloud Scheduler, and Workflows designs — dead-letter topics, message ordering, idempotency, fan-out blast radius, schema registry, and retry storm risk.
- ▌ Creating Secrets Using Best Practices · kilo-org bundleCreates and manages secrets in AWS Secrets Manager following security best practices. Always use this skill when creating secrets — it sets up dedicated KMS encryption keys, automatic rotation, least-privilege IAM policies, CloudTrail auditing, and lifecycle management that are essential for production-grade secret handling.
- ▌ Kilo Design · kilo-org bundleKilo Cloud web UI overlay and pilot pattern recipes. Use when editing or reviewing Kilo Cloud UI paths such as apps/web/src/**, or when the Cloud repo path-scoped trigger requests Kilo design guidance.
- ▌ Bun File Io · kilo-orgUse this when you are working on file operations like reading, writing, scanning, or deleting files. It summarizes the preferred file APIs and patterns used in this repo. It also notes when to use filesystem helpers for directories.
- ▌ Translation · kilo-orgGuidelines for translating and localizing the Kilo Code extension, including language-specific rules for German, Simplified Chinese, and Traditional Chinese.
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- ▌ Debugging Snowflake Queries · kilo-org bundleThis skill should be used when a user needs help debugging a Snowflake SQL query, understanding a Snowflake query failure, isolating incorrect results, fixing joins or filters, diagnosing performance problems, or turning a vague warehouse error into a concrete root cause and corrected query. It is a standalone Snowflake query debugging skill for ad hoc SQL work across databases, schemas, and environments.
- ▌ UI Fix Draft Pr · kilo-org bundleUse when fixing any UI, CSS, or layout bug and producing a PR with visual evidence. Triggers when the user reports something looks broken on mobile or desktop (often with a screenshot), when you need before/after screenshots for a PR, when fixing Tailwind responsive issues, or when a layout overflows on certain viewports. Also use when the user says things like "fix this on mobile", "the layout is broken", "take a screenshot to verify", or "create a PR with screenshots". Covers diagnosis, fix, Playwright screenshot capture at mobile + desktop, image upload to GitHub without committing, and draft PR creation.
- ▌ Linkedin Carousel · kilo-orgCreate a LinkedIn carousel from a blog post or written content, and export it as a downloadable PDF. Use this skill whenever the user wants to turn an article, blog post, or piece of writing into a LinkedIn carousel, slide deck for social media, or multi-slide visual post. Trigger when the user says things like "turn this into a carousel", "make slides from this", "LinkedIn carousel", "social media slides", or pastes content and asks for a visual post. Also trigger when the user wants to repurpose written content for LinkedIn, or asks to export or download a carousel as a PDF.
- ▌ Shipping Calendar · kilo-orgCreate visually appealing shipping calendars in Kilo branding from lists of features, releases, or shipped items. Use whenever users want to visualize product releases, feature launches, development milestones, sprint deliverables, or any time-based shipping data in calendar format. Also trigger when users mention "calendar", "shipped", "releases", "timeline", "product roadmap", or want to show what was delivered in a specific time period.
- ▌ Pr Authorship Analysis · kilo-orgAnalyze PR authorship from the prior calendar month, identifying real human authors behind bot-created PRs. Use when users want monthly PR analysis, contributor statistics, or team productivity reports.
- ▌ Specs · kilo-orgBusiness-rule specs for Cloud Agent session UX, KiloClaw billing/lifecycle/controller/data model/Composio, MCP Gateway auth, model experiments, Security Agent, subscription center, team/enterprise seat billing, Impact affiliate/referrals, Kilo Pass, organization SSO, verified-domain auto-join, Stripe early fraud warnings, and coding plans. Load when you need context about the business requirements that guided the implementation.
- ▌ Chat Sdk · kilo-orgBuild multi-platform chat bots with Chat SDK (`chat` npm package). Use when developers want to (1) Build a Slack, Teams, Google Chat, Discord, GitHub, or Linear bot, (2) Use the Chat SDK to handle mentions, messages, reactions, slash commands, cards, modals, or streaming, (3) Set up webhook handlers for chat platforms, (4) Send interactive cards or stream AI responses to chat platforms. Triggers on "chat sdk", "chat bot", "slack bot", "teams bot", "discord bot", "@chat-adapter", building bots that work across multiple chat platforms.
- ▌ Wrangler · kilo-orgCloudflare Workers CLI for deploying, developing, and managing Workers, KV, R2, D1, Vectorize, Hyperdrive, Workers AI, Containers, Queues, Workflows, Pipelines, and Secrets Store. Load before running wrangler commands to ensure correct syntax and best practices. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
- ▌ Git Rebase · kilo-orgUse when rebasing branches in this repo; handling non-fast-forward push rejections; deciding whether to merge, rebase, cherry-pick, or force-with-lease; recovering from polluted PR history; resolving migration conflicts during rebase. Enforces repo git safety rules, clean reviewable history, and explicit approval gates for branch rewrites.
- ▌ Sentry CLI · kilo-orgGuide for using the Sentry CLI to interact with Sentry from the command line. Use when the user asks about viewing issues, events, projects, organizations, making API calls, or authenticating with Sentry via CLI.
- ▌ Code Quality · kilo-orgWrite, change, or review TypeScript or JavaScript in this monorepo. Use for implementation, refactoring, code review, dependency selection, type-safety decisions, comments, tests, or lint cleanup.
- ▌ Durable Objects · kilo-org bundleCreate and review Cloudflare Durable Objects. Use when building stateful coordination (chat rooms, multiplayer games, booking systems), implementing RPC methods, SQLite storage, alarms, WebSockets, or reviewing DO code for best practices. Covers Workers integration, wrangler config, and testing with Vitest. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
- ▌ Local Development · kilo-orgStart, reuse, inspect, or browser-test local apps and services in this monorepo. Use for local service status, generated endpoint configuration, worktree ports, fake-user login, restarts, and logs.
- ▌ Kilo Design Cloud · kilo-org bundleKilo Cloud web UI overlay and pilot pattern recipes. Use when editing or reviewing Kilo Cloud UI paths such as apps/web/src/**, or when the Cloud repo path-scoped trigger requests Kilo design guidance.
- ▌ Database Migrations · kilo-orgCreate, review, apply, squash, or validate shared PostgreSQL migrations in this monorepo. Use when changing `packages/db/src/schema.ts`, generating Drizzle migrations, adding backfills, or checking migration bootstrap behavior.
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- ▌ Repository Verification · kilo-orgFinish implementation, select tests, validate changed code, or prepare a commit in this monorepo. Use to choose narrow checks, prepare test dependencies, run formatting, or report verification accurately.
- ▌ Workers Best Practices · kilo-org bundleReviews and authors Cloudflare Workers code against production best practices. Load when writing new Workers, reviewing Worker code, configuring wrangler.jsonc, or checking for common Workers anti-patterns (streaming, floating promises, global state, secrets, bindings, observability). Biases towards retrieval from Cloudflare docs over pre-trained knowledge.
- ▌ Kiloclaw Openclaw Upgrade · kilo-org bundleUpgrades the OpenClaw version packaged in KiloClaw images and validates safe live persisted-root replacement. Use when bumping OpenClaw, reviewing a KiloClaw OpenClaw upgrade PR, running packaged-image upgrade smoke tests, or investigating OpenClaw Dockerfile patches, plugin diagnostics, or compatibility changes.
- ▌ Dbt · kilo-org bundleSkills for analytics engineering with dbt - building models, writing tests, querying the semantic layer, troubleshooting jobs, and more. Use when doing any dbt analytics engineering work.
- ▌ Adbc · kilo-org bundleConnect to and work with databases using Arrow Database Connectivity (ADBC). Use whenever the user needs to use a database.
- ▌ Flink · kilo-org bundleApache Flink stream processing expertise for stateful computations over bounded and unbounded streams. Use when the user mentions Flink, Flink SQL, Table API, DataStream API, CDC, Kafka-to-Flink pipelines, checkpoints, savepoints, watermarks, windows, Flink Kubernetes Operator, or Flink integrations with Iceberg, Paimon, or Fluss.
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- ▌ Mysql · kilo-org bundlePlan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior; planning migrations; or troubleshooting replication and connection issues. Load when using a MySQL database.
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- ▌ Hadoop · kilo-org bundleManage Hadoop clusters with HDFS operations, YARN job tuning, and distributed processing diagnostics.
- ▌ Airflow · kilo-org bundleQueries, manages, and troubleshoots Apache Airflow using the af CLI. Covers listing DAGs, triggering runs, reading task logs, diagnosing failures, debugging DAG import errors, checking connections, variables, pools, and monitoring health. Also routes to sub-skills for writing DAGs, debugging, deploying, and migrating Airflow 2 to 3. Use when user mentions "Airflow", "DAG", "DAG run", "task log", "import error", "parse error", "broken DAG", or asks to "trigger a pipeline", "debug import errors", "check Airflow health", "list connections", "retry a run", or any Airflow operation. Do NOT use for warehouse/SQL analytics on Airflow metadata tables — use analyzing-data instead.
- ▌ Cognito · kilo-org bundleAWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with social identity providers.
- ▌ Dagster · kilo-org bundleDagster is a data pipeline orchestrator built around the concept of software-defined assets. Learn to define assets, ops, jobs, schedules, sensors, and resources for building maintainable data platforms.
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- ▌ GCP Iam · kilo-org bundleManages identity and access control for Google Cloud resources using IAM policies and roles.
- ▌ GRAPHQL · kilo-org bundleExpert in GraphQL API development with type-safe patterns and optimization
- ▌ Prefect · kilo-org bundlePrefect is a modern workflow orchestration framework for Python data pipelines. Learn to define flows and tasks with decorators, handle retries and scheduling, create deployments, and monitor via the Prefect UI.
- ▌ Grilling · kilo-org bundleInterview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
- ▌ Oracledb · kilo-org bundleUse these skills to manage and monitor Oracle databases by executing SQL statements, exploring schema metadata, analyzing query performance, monitoring active sessions and resource consumption, and managing storage and object health.
- ▌ Ponytail · kilo-org bundleForces the laziest solution that actually works, simplest, shortest, most minimal. Channels a senior dev who has seen everything: question whether the task needs to exist at all (YAGNI), reach for the standard library before custom code, native platform features before dependencies, one line before fifty. Use whenever the user says "ponytail", "be lazy", "lazy mode", "simplest solution", "minimal solution", "yagni", "do less", or "shortest path", and whenever they complain about over-engineering, bloat, boilerplate, or unnecessary dependencies.
- ▌ Redshift · kilo-org bundleThis skill should be used for read-only Amazon Redshift exploration and business analysis via the AWS Data API.
- ▌ Soda CLI · kilo-org bundleHow to use the Soda CLI for data quality management — authentication, datasources, datasets, contracts, monitors, results, secrets, permissions, and CI/CD integration. Use when working with Soda, data quality, or the sodacli command.
- ▌ Cassandra · kilo-org bundleApache Cassandra is a distributed NoSQL database designed for high availability and linear scalability. Learn CQL (Cassandra Query Language), data modeling with partition keys, replication strategies, and integration with Node.js using the DataStax driver.
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- ▌ Vault API · kilo-org bundleUse when working with HashiCorp Vault REST API — health checks, init/unseal, auth login, KV read/write, policy management, token operations. Covers endpoints, auth methods, curl examples.
- ▌ Adf Master · kilo-org bundleAzure Data Factory (ADF) CI/CD, deployment, and pipeline development. PROACTIVELY activate for: (1) ADF CI/CD setup (npm validation, ARM template export), (2) ADF ARM template deployment, (3) ADF npm build validation in CI, (4) PrePostDeploymentScript for trigger and resource cleanup, (5) ADF GitHub Actions workflows, (6) ADF Azure DevOps pipelines, (7) ADF Git integration (collaboration vs publish branch), (8) parameterizing linked services and datasets across environments, (9) ADF triggers (schedule, tumbling window, event), (10) deployment slots and blue-green for ADF. Provides: complete CI/CD YAML for GitHub Actions and Azure DevOps, PrePostDeploymentScript reference, parameterization patterns, and trigger management recipes.
- ▌ Angular Di · kilo-org bundleImplement dependency injection in Angular v20+ using inject(), injection tokens, and provider configuration. Use for service architecture, providing dependencies at different levels, creating injectable tokens, and managing singleton vs scoped services. Triggers on service creation, configuring providers, using injection tokens, or understanding DI hierarchy.
- ▌ Aoti Debug · kilo-org bundleDebug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.
- ▌ Gemini API · kilo-org bundleUse when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.
- ▌ Angular Ssr · kilo-org bundleImplement server-side rendering and hydration in Angular v20+ using @angular/ssr. Use for SSR setup, hydration strategies, prerendering static pages, and handling browser-only APIs. Triggers on SSR configuration, fixing hydration mismatches, prerendering routes, or making code SSR-compatible.
- ▌ Cortex Code · kilo-org bundleRoutes Snowflake-related operations to Cortex Code CLI for specialized Snowflake expertise. Use when user asks about Snowflake databases, data warehouses, SQL queries on Snowflake, Cortex AI features, Snowpark, dynamic tables, data governance in Snowflake, Snowflake security, or mentions "Cortex" explicitly. Do NOT use for general programming, local file operations, non-Snowflake databases, web development, or infrastructure tasks unrelated to Snowflake.
- ▌ Dbt Testing · kilo-org bundledbt testing strategies using dbt_constraints for database-level enforcement, generic tests, and singular tests. Use this skill when implementing data quality checks, adding primary/foreign key constraints, creating custom tests, or establishing comprehensive testing frameworks across bronze/silver/gold layers.
- ▌ MCP Builder · kilo-org bundleGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
- ▌ Powerbi MCP · kilo-org bundleSafety and governance protocol for Power BI semantic model sessions via MCP. Use when working with DAX, TMDL, tabular models, Analysis Services, or Power BI Desktop. Enforces approval gates, tier-based action classification, and scope boundaries.
- ▌ Skill Share · kilo-org bundleA skill that creates new agent skills and automatically shares them on Slack using Rube for seamless team collaboration and skill discovery.
- ▌ Angular HTTP · kilo-org bundleImplement HTTP data fetching in Angular v20+ using resource(), httpResource(), and HttpClient. Use for API calls, data loading with signals, request/response handling, and interceptors. Triggers on data fetching, API integration, loading states, error handling, or converting Observable-based HTTP to signal-based patterns.
- ▌ Apache Arrow · kilo-org bundleExpert guidance for Apache Arrow, the cross-language columnar memory format for analytics workloads. Helps developers use Arrow for high-performance data interchange between systems, zero-copy reads, and efficient columnar processing in Python (PyArrow) and JavaScript (Arrow JS).
- ▌ Dashboarding · kilo-org bundleCreate, modify, and organise Grafana dashboards including panels, variables, transformations, and alerting. Use when the user asks to create a Grafana dashboard, add a panel, configure a time series or stat panel, add template variables, set up dashboard linking, use transformations, configure thresholds, build a dashboard for a service, or export dashboard JSON. Triggers on phrases like "create dashboard", "add panel", "time series panel", "Grafana dashboard JSON", "template variables", "dashboard variable", "panel transformation", "threshold", "stat panel", "table panel", "Grafana annotations", or "dashboard folder".
- ▌ Lookml Model · kilo-org bundleUse this skill when you need to create or modify a LookML Model file (.model.lkml). This includes defining connections, includes, and configuring model-level settings.
- ▌ Lookml Tests · kilo-org bundleStandards and best practices for writing LookML tests to ensure data integrity, accuracy, and logic validation.
- ▌ Scikit Learn · kilo-org bundleMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
- ▌ Airbyte Agent · kilo-org bundleDrive the `airbyte-agent` CLI to manage Airbyte connectors, workspaces, and organizations. Run list/get/search/create/update actions against connector data (HubSpot, Salesforce, Slack, GitHub, etc.), install new connectors via the browser credential flow, list and switch workspaces, list organizations, inspect connector metadata, read skill docs, or print the merged CLI + OpenAPI schema for any operation. Use when the user mentions Airbyte, the `airbyte-agent` CLI, connectors, syncs, workspaces, organizations, or asks to read/write data from a connected SaaS product.
- ▌ Angular Forms · kilo-org bundleBuild signal-based forms in Angular v21+ using the new Signal Forms API. Use for form creation with automatic two-way binding, schema-based validation, field state management, and dynamic forms. Triggers on form implementation, adding validation, creating multi-step forms, or building forms with conditional fields. Signal Forms are experimental but recommended for new Angular projects. Don't use for template-driven forms without signals or third-party form libraries like Formly or ngx-formly.
- ▌ Beam Concepts · kilo-org bundleExplains core Apache Beam programming model concepts including PCollections, PTransforms, Pipelines, and Runners. Use when learning Beam fundamentals or explaining pipeline concepts.
- ▌ Canvas Design · kilo-org bundleCreate beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
- ▌ Collibra Chip · kilo-org bundleThis skill should be used when a connected Collibra Chip MCP server can provide domain-specific Collibra workflows and references.
- ▌ CSV Wrangling · kilo-org bundleStandard workflow order, tool selection matrix, and composition patterns for qsv CSV data wrangling
- ▌ Dbt Migration · kilo-org bundleSkills for migrating dbt projects - moving from dbt Core to the Fusion engine or across data platforms. Use when migrating dbt projects between platforms or to dbt Fusion.