Kilo-Org

Debug 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.

Expert 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…

Guides agents through Apache Hudi lakehouse design. Use when managing incremental upserts, record-level mutations, timeline behavior, compaction, and Hudi-based lakehouse tables.

Workflow and best practices for writing Apache Airflow DAGs. Use when the user wants to create a new DAG, write pipeline code, or asks about DAG patterns and conventions. For testing and debugging DAGs, see the testing-dags skill.

Guides 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).…

Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when designing ADF…

Expert knowledge for Azure Data Share development including troubleshooting, decision making, security, configuration, and deployment. Use when estimating Data Share costs, managing invitations/RBAC, cross-region deployments, dataset mapping, or automation,…

Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Unity…

Business-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,…

Start, 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.

Upgrades 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…

Kilo 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.

Interview 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 phrase.

Finish 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.

Write, 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.

Create, 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.

Use when pinning or unpinning the CLI version the Kilo JetBrains plugin uses, or fresh-regenerating the local repo CLI. Cleans all leftover CLI binaries and build artifacts in the current worktree so every operation starts from a fresh, artifact-free state.

Create or review icons for Kilo's VS Code extension, webviews, and shared icon registry.

Create or review IntelliJ New UI SVG icons, theme variants, sizes, and palette.

Use when the user asks to visualize data with charts, graphs, or plots using the `chart` tool (bar, line, scatter, pie, time series, etc.).

Use when changing shared upstream-owned files to add Kilo-specific behavior, editing `kilocode_change` markers in shared code, or moving additive behavior out of shared code to reduce upstream merge conflicts. Do not use for changes confined to Kilo-owned…

Use when releasing the Kilo JetBrains plugin -- resolve a version ("next rc" or explicit), run the prepare workflow, edit and commit a filtered human-readable changelog on the release PR, then watch publish to completion.

Use when creating, triaging, or commenting on GitHub issues for the Kilo VS Code extension or JetBrains plugin via `gh`. Covers issue templates, project board assignment, title conventions, and required `gh` scopes.

Write Storybook stories and visual regression tests for the Kilo VS Code extension webview UI

Create 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…

Create 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…

Analyze 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.

Use 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…

Use whenever the user works with Jupyter notebooks (`.ipynb`), including creating, inspecting, editing, executing, or visualizing notebook content for experiments, explorations, or tutorials.

A workflow for conducting rigorous, reproducible data investigations and ad-hoc analyses. This skill should be used when investigating a business question, explaining a metric anomaly, validating a hypothesis, performing root cause analysis, or preparing a…

This 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…

Test and profile extension flows end to end in VS Code

Test and profile VS Code extension flows end to end in an isolated VS Code window

Use 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.

Guidelines for translating and localizing the Kilo Code extension, including language-specific rules for German, Simplified Chinese, and Traditional Chinese.

Kilo 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.