Generate AntV Infographic syntax outputs. Use when asked to turn user content into the Infographic DSL (template selection, data structuring, theme), or to output `infographic <template>` plain syntax.
Instructions for adding new public APIs (properties, methods, events, delegates) to existing WinForms controls or components. Covers API issue tracking, PublicAPI file maintenance, property/event conventions, CodeDOM serialization, design-time attributes, and XML documentation.
Helps write, migrate, and improve Kotlin tests using the Kotest testing framework. Covers test spec styles (FunSpec, DescribeSpec, BehaviorSpec, etc.), assertions (shouldBe, matchers, soft assertions), property-based testing (Arb, forAll, checkAll), data-driven testing, lifecycle hooks, extensions, coroutine testing, project configuration, and multiplatform setup. Use when the user mentions Kotest, kotest matchers, property testing with Arb, Kotest spec styles, shouldBe assertions, Kotlin test framework, or migrating from JUnit/TestNG/Spek to Kotest.
Generate and manage Software Bill of Materials (SBOMs) for the OpenShell project. Covers SBOM generation with Syft, license resolution via public registries, and CSV export for compliance review. Trigger keywords - SBOM, sbom, bill of materials, license audit, license resolution, generate sbom, sbom csv, dependency license, supply chain, license scan.
Detect and fix drift across agent-first infrastructure files. Ensures skill inventories, workflow chains, architecture tables, issue/PR templates, and cross-references stay consistent when skills, crates, or workflows change. Run after adding, removing, or renaming skills or components. Trigger keywords - sync agent infra, sync skills, update agent docs, check agent consistency, agent infra drift, sync contributing, sync agents.
Generate sandbox security policies from plain-language requirements and optional REST API documentation. At minimum, takes API host:port endpoints and intent to produce preset-based or L4 policies. With full API docs (OpenAPI, Swagger, markdown), generates fine-grained per-endpoint L7 rules. Trigger keywords - generate policy, create policy, update policy, change policy, sandbox policy, network policy, API policy, security policy, allow API, restrict API.
Given a GitHub issue, review the issue for security implications. You'll make a determination if the claim in the issue is legitimate and should be addressed or will be a "won't fix." Trigger keywords - security issue, review security ticket, review security issue.
Investigate a plain-language problem description by deeply exploring the codebase, then create a structured GitHub issue with technical findings. Prequel to build-from-issue — maps vague ideas to concrete, buildable issues. Trigger keywords - spike, investigate, explore, research issue, technical investigation, create spike, new spike, feasibility, codebase exploration.
Debug why inference.local or external inference setup is failing. Use when the user cannot reach a local model server, has provider base URL issues, sees inference verification failures, hits protocol mismatches, or needs to diagnose inference on local vs remote gateways. Trigger keywords - debug inference, inference.local, local inference, ollama, vllm, sglang, trtllm, NIM, inference failing, model server unreachable, failed to verify inference endpoint, host.openshell.internal.
Debug why a openshell cluster failed to start or is unhealthy. Use when the user has a failed `openshell gateway start`, cluster health check failure, or wants to diagnose cluster infrastructure issues. Trigger keywords - debug cluster, cluster failing, cluster not starting, deploy failed, cluster troubleshoot, cluster health, cluster diagnose, why won't my cluster start, health check failed, gateway start failed, gateway not starting.
Guide agents through using the OpenShell CLI (openshell) for sandbox management, provider configuration, policy iteration, BYOC workflows, and inference routing. Covers basic through advanced multi-step workflows. Trigger keywords - openshell, sandbox create, sandbox connect, logs, provider create, policy set, policy get, image push, forward, port forward, BYOC, bring your own container, use openshell, run openshell, CLI usage, manage sandbox, manage provider, gateway start, gateway select.
Migrate codebase from try/catch or Promise-based error handling to better-result. Use when adopting Result types, converting thrown exceptions to typed errors, or refactoring existing error handling to railway-oriented programming.
Add new AI models to Kiln's ml_model_list.py and produce a Discord announcement. Use when the user wants to add, integrate, or register a new LLM model (e.g. Claude, GPT, DeepSeek, Gemini, Kimi, Qwen, Grok) into the Kiln model list, mentions adding a model to ml_model_list.py, or asks to discover/find new models that are available but not yet in Kiln.
Check Kiln's model list for deprecated or sunset models across all providers. Use when the user wants to find deprecated models, check model availability, audit the model list for stale entries, or mentions model deprecation/sunset/end-of-life.
Slide/PPT creation skill that provides complete slide creation, editing, and management capabilities. Use when users need to create slides, make presentations, edit slide content, or manage slide projects. CRITICAL - When user message contains [@slide_project:...] mention, you MUST load this skill first before any operations.
Canvas (画布) project management skill providing AI image generation, web image search, and design marker processing. Automatically used for all image generation tasks to organize and manage images. Supports image-to-image generation and design marker processing. Skip canvas only when users explicitly request without canvas or when operating on images in other applications like webpages or PPT. CRITICAL - When user message contains [@design_canvas_project:...] or [@design_marker:...] mentions, you MUST load this skill first before any operations.
Migrate existing antd-style CSS-in-JS (createStyles) components to Tailwind CSS utility classes with full dark mode support, following the project's style system transition strategy. Use when the user asks to migrate, convert, or rewrite antd-style components to Tailwind, or when working on new components in files that already use antd-style.
Security-first skill vetting protocol for AI agents. Use before installing any skill from the platform skill market, skillhub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns to determine whether a skill is safe to install.
Manage scheduled tasks — create, query, update, and delete. CRITICAL - When user message contains any future time intent (e.g. "in 2 days", "tomorrow at 8am", "every morning"), you MUST load this skill first. NEVER write custom scheduler scripts.
