retran

Mendix MDL authoring, project navigation, and Docker app lifecycle — entities, microflows, pages, security, navigation, OQL, REST, testing, linting, and migration. Load when working in any Mendix codebase.

MDL Agent Documents — CREATE MODEL, CREATE KNOWLEDGE BASE, CREATE CONSUMED MCP SERVICE, CREATE AGENT syntax and calling agents from microflows

ALTER PAGE / ALTER SNIPPET — SET, INSERT, DROP, REPLACE widget operations on existing pages and snippets

Migration Assessment — structured investigation of non-Mendix projects for migration planning across technology stack, data model, business logic, UI, integrations, and security

Assess Mendix Project Quality — automated linting, catalog queries, naming conventions, security, maintainability, performance, and architecture review with scored report

Browse Integration Services and Contracts — SHOW/DESCRIBE OData, REST, business event, and database connection services; query MDL CATALOG integration tables; import external entities

Bulk Widget Property Updates — SHOW WIDGETS discovery and UPDATE WIDGETS dry-run/apply across pages and snippets

Business Events — CREATE/DROP business event services, message definition syntax, publish/subscribe, and calling PublishBusinessEvent_V2 from microflows

Canonical context-gathering patterns for workflows -- QMD semantic search + web search in parallel, query construction, result handling, and resource anchoring. Load when implementing workflow Step 0.5 (Clarify) context-gathering logic. See also qmd skill for CLI mechanics.

Inbox capture and processing — file naming, capture format, source-note format, and processing rules. Load when creating a capture or source note, routing inbox items during evening or weekly processing, or distilling a source note into resource articles.

Read Jira issues — query assigned issues, sprint boards, and epics; extract facts for resource articles. Load when pulling Jira context for resource enrichment or when looking up a Jira issue key.

Jenkins CLI — query jobs, trigger builds, view logs, download artifacts, manage credentials and nodes. Load when working with Jenkins CI, checking build status, or troubleshooting pipelines.

Project dashboard format, lifecycle, and Step 0 state-reading protocol — tasks, dev log, status, companion file structure, cross-linking, and archiving. Load when creating a project, updating a dashboard, reading project state at the start of any lifecycle workflow, or archiving a completed project.

Multi-source retrieval strategy — 5-tier source priority (QMD → direct read → Confluence → Jira → web), citation format, confidence tags, staleness rules, and gap reporting. Load when answering any question that requires searching the knowledge base, citing sources, or reporting what is unknown.

Knowledge graph philosophy, tag conventions, health scripts, operation log, and maintenance rules for resource articles. Load when creating, enriching, merging, splitting, or deleting a resource article, or at the start of any /r workflow.

PR/MR lifecycle, CI monitoring, and issue management via gh/glab CLIs — title and commit conventions, authentication, and platform-specific subskill routing. Load when creating or reviewing a PR/MR, monitoring CI, managing issues, or pushing code changes; then also load the platform-specific subskill.