dream-horizon-org

Step-by-step workflow for adding a new sub-agent or tool to the Pulse AI system. Use when creating a new ADK agent, tool, or extending the AI pipeline in pulse_ai/.

Cross-cutting workflow for adding a new alert metric spanning DB, backend, cron, frontend, and AI agent. Only invoke explicitly when adding a new metric type.

Step-by-step workflow for adding a new REST API endpoint to pulse-server. Use when creating a new backend endpoint, route, resource, or API in backend/server/.

Step-by-step workflow for adding a new reusable component to pulse-ui. Use when creating a shared component in pulse-ui/src/components/ (not a full screen/page).

Step-by-step workflow for adding a new screen/page to pulse-ui. Use when creating a new UI screen, page, dashboard view, or route in pulse-ui/.

Workflow for ClickHouse schema changes — adding columns, tables, or modifying the OTEL analytics schema. Use when making changes to ClickHouse tables in the otel database.

Workflow for building and deploying Pulse services locally via Docker. Use when building Docker images, starting/stopping services, or managing the local development environment.

Fatal Five — triages large-scale production failures by grounding hypotheses in repository code, ranking the top five failure modes by likelihood (P×I×E) with evidence and disconfirmers. Use when production is degraded at scale, SEV/incident response, post-incident review, outage, spike, or widespread regression; also when the user says Fatal Five or fatal-five.

Scaffold a new REST API endpoint in odin-scout-ent following hexagonal architecture. Creates the full stack: domain model, port, service, infrastructure adapter, DTOs, and controller. Use when the user asks to add a new endpoint, API, route, or feature.

Build odin-scout-ent, run it locally, and test APIs. Use when the user asks to build the project, run it, test endpoints, restart the server, or verify changes work.

Monitor GitHub Actions CI after a git push and deploy odin-scout to acc-onb via the odin CLI. Use proactively after any git push to the odin-scout-ent repository. Offers to poll CI status and trigger deployment when checks pass.

Start odin-scout-ent locally via run-local.sh. Use when the user asks to start, run, or restart Scout.

Add a new AWS service integration to odin-scout-ent. Covers adding SDK dependencies, creating client methods in AwsDiscoveryAdapter, and wiring through ports and services. Use when the user wants to integrate a new AWS service, add AWS API calls, or extend cloud discovery.

Automate OpenSpec documentation lifecycle tasks including creating change workspaces, validating documentation completeness, detecting spec drift, and closing/archiving changes after QA passes. Use when initializing a new change, validating OpenSpec artifacts, checking for spec drift, closing a completed change, or maintaining the DELIVERED.md log.

Automate OpenSpec documentation lifecycle tasks including creating change workspaces, validating documentation completeness, detecting spec drift, and closing/archiving changes after QA passes. Use when initializing a new change, validating OpenSpec artifacts, checking for spec drift, closing a completed change, or maintaining the DELIVERED.md log.

Search the codebase for existing reusable code before writing new implementations. Use when the user describes a feature, change, or selects code for modification. Enforces a mandatory reuse-search workflow that recommends reuse, refactor, or composition over generating new code.

Search the codebase for existing reusable code before writing new implementations. Use when the user describes a feature, change, or selects code for modification. Enforces a mandatory reuse-search workflow that recommends reuse, refactor, or composition over generating new code.

Full Pulse SDK setup for Expo projects using the config plugin. Detects Expo Router vs standard navigation, configures app.json plugin, runs prebuild, creates a PulseService wrapper, and wires the JS layer. Use when asked to add Pulse to an Expo project.

Full Pulse SDK setup for bare React Native apps (not Expo). Detects Android Application class, iOS AppDelegate, navigation library, and root component. Configures native init, creates a PulseService wrapper, and wires the JS layer. Use when asked to add Pulse to React Native without Expo.

Detect project type and route to the correct Pulse SDK setup skill. Use when asked to "add Pulse", "set up Pulse", "integrate Pulse SDK", or "install Pulse" without a specific platform mentioned.