KFL2 (Kubeshark Filter Language) reference. This skill MUST be loaded before writing, constructing, or suggesting any KFL filter expression. KFL is statically typed — incorrect field names or syntax will fail silently or error. Do not guess at KFL syntax without this skill loaded. Trigger on any mention of KFL, CEL…
Kubernetes network root cause analysis skill powered by Kubeshark MCP. Use this skill whenever the user wants to investigate past incidents, perform retrospective traffic analysis, take or manage traffic snapshots, extract PCAPs, dissect L7 API calls from historical captures, compare traffic patterns over time, detect…
Kubernetes network security audit skill powered by Kubeshark MCP. Use this skill whenever the user wants to audit a cluster for security threats, detect compromised workloads, find malicious traffic patterns, hunt for indicators of compromise (IOCs), check for data exfiltration, identify C2 (command and control)…
Scaffold a new Membrane API Gateway tutorial in the api-gateway repo — the numbered self-teaching YAML under distribution/tutorials/ /, its support files and README links, and the matching auto-discovered integration test. Use whenever the user asks to create, add, write, or scaffold a tutorial (or a tutorial step)…
Rewrite the reference documentation of a Membrane config element so the page generated at membrane-api.io comes out clean, exact, and reference-style. Use whenever the user wants to write, improve, optimize, polish, or review the docs / Javadoc / @description / @yaml example of an interceptor, plugin, or any…
Review the current git branch against master — code quality, refactoring opportunities, regressions, correctness, and test coverage — and print a severity-grouped markdown report. Use whenever the user asks to review the branch, review their changes against master, do a pre-PR / pre-merge review, or asks "is this…
Build MCP (Model Context Protocol) servers in Delphi with MARS-Curiosity, so AI agents (Claude, ChatGPT, Open WebUI/Ollama, MCP Inspector) can discover and call Delphi code as tools, read MCP resources and use MCP prompts. Use this skill whenever the user wants to expose Delphi/MARS functionality to an AI agent or…
Scaffold a new REST server project with MARS-Curiosity (Delphi REST library). Use this skill whenever the user wants to create, bootstrap, or set up a new MARS server, a new Delphi REST API/server/microservice/web service based on MARS, or asks "how do I start a MARS project". Also use it when adding a new host flavor…
Use when developing features for the noodle terminal REST client — adding panes, keybindings, hooks, overlays, auth types, body types, I/O operations, environment features, importers, CLI flags, or any feature work in this codebase.
Prepare a versioned Noodle release by updating package.json, inspecting changes since the latest tag, auditing every repository-maintained skill, synchronizing affected README, AGENTS.md, tests, CHANGELOG.md, noodle-site documentation, and a release blog post, then running the release validation. Use for release…
Teach agents to create, organize, maintain, evaluate, import, convert, and automate noodle terminal REST client collections using supported CLI commands plus YAML and dotenv files.