When generating a SuperPlane changelog from merged commits. Use for "what's new" summaries with new integrations, new components/triggers, improvements, security updates, and bug fixes. Output is user-focused markdown in tmp/.
When researching, classifying, drafting, or logging general SuperPlane issues (bug, enhancement, feature, papercut). Use for natural-language issue descriptions, tmp/pmlogger drafts, and optional GitHub MCP logging with labels.
Use when setting up the shared atmosphere-vault Obsidian vault on a new machine or for a new team member. Guides through cloning, symlinking claudedocs, and verifying obsidian-cli.
Write well-formatted notes to the atmosphere-vault Obsidian knowledge base. Use this skill whenever creating or updating an ADR, runbook, plan, API doc, guide, session output, or any structured document that should land in the vault — even when the user doesn't say "Obsidian" explicitly. Delegates to…
Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the Expo/React Native client, and the atmosphere CLI. Use before cutting a release, and after any change to the Console bundle…
Start or resume the standard Traverse operating model when the user says TRAVERSE OPS, asks to start Traverse ops/dev work, asks for the ready-ticket worker, PR finisher, or backlog gardener, or wants Codex to pick ready Project 1 work and run the Traverse coordination process.
Receive and verify Aircall webhooks. Use when setting up Aircall webhook handlers, debugging Aircall webhook token verification, or handling Aircall cloud phone events like call.created, call.answered, call.ended, message.received, contact.updated, or user.connected.v2. Aircall does NOT use an HMAC signature …
Receive and validate Azure Event Grid webhook deliveries. Use when setting up an Event Grid WebHook event handler, implementing the Microsoft.EventGrid.SubscriptionValidationEvent handshake (echo data.validationCode as validationResponse with HTTP 200), implementing the CloudEvents v1.0 HTTP OPTIONS abuse-protection…
Receive BaseLinker (Base.com) webhooks. Use when building a BaseLinker order or warehouse callback receiver, because BaseLinker is not a normal webhook source: deliveries arrive as HTTP HEAD requests with NO body, the entire payload is in the query string (observed params: orderid, state), there is NO signature…
Maintain Ekbatan example applications. Use when adding, updating, auditing, or verifying examples under ekbatan-examples across Spring Boot, Quarkus, Micronaut, Gradle, Maven, PostgreSQL, MySQL, MariaDB, native-image, sharded, saga, and job-worker variants.
Maintain and evolve the Ekbatan Java persistence/action framework. Use for implementing or reviewing changes to Ekbatan core, repositories, actions, event outbox behavior, sharding, keyed locks, distributed jobs, DI integrations, database migrations, docs that describe framework semantics, or release-facing library…
Choose and run Ekbatan verification suites. Use when asked to test, validate, run CI-equivalent checks, run JVM examples, run native/heavy verification, inspect GitHub Actions verification workflows, or decide which Gradle/Maven/Testcontainers commands prove a change.
Guides work on the kafka-mcp-enterprise reference server (KIP-1318 / KAFKA-20436): run tests, stdio MCP, security pipeline, examples, and PyPI packaging. Use when the user mentions Kafka MCP, KIP-1318, kafkamcp, tools/call, DLP, approval tokens, or this repository.
Creates or fixes production-grade examples under examples/0N/ with README, run.py, and real-world data/ fixtures for the Kafka MCP KIP-1318 reference. Use when adding demos, scenarios, or sample JSONL data.
Reviews Kafka MCP changes against the KIP-1318 fail-closed pipeline, DLP, approval, taint honesty, scopes, breakers, and secure-by-default tool exposure. Use when reviewing PRs, security questions, or hardening this repo.
Generate copy-paste bash scripts for Ralph Wiggum/AI agent loops (Codex, Claude Code, OpenCode, Goose). Use when asked for a "Ralph loop", "Ralph Wiggum loop", or an AI loop to plan/build code via PROMPT.md + AGENTS.md, SPECS, and IMPLEMENTATIONPLAN.md, including PLANNING vs BUILDING modes, backpressure, sandboxing…