using-training-optimization
Router to training optimization skills based on symptoms and training problems
Router to training optimization skills based on symptoms and training problems
Orchestrate agile development workflows by invoking commands in sequence with checkpoint-based flow control. This skill should be used when the user asks to 'run the workflow', 'continue working', 'what's next', 'complete the task cycle', 'start my day', 'end the sprint', 'implement the next task', or wants guided step-by-step development assistance. Keywords: workflow, orchestrate, agile, task cycle, sprint, daily, implement, review, PR, standup, retrospective.
Tech Lead role in AID methodology. Use for architecture decisions, code reviews, technical direction, operational readiness, team guidance.
Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. The PRD should be detailed enough for execution by AI agents across tools (Amp, Cursor, Codex, etc.). Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
DDD-style entity modeling from requirements including extraction, attributes, relationships, and state machines. Use when extracting entities, defining attributes, modeling relationships, or when you see "entity", "data model", "relationship", "cardinality", "domain model", or "state machine".
Build, test, and manage mcpGraph tools using the mcpGraphToolkit MCP server. Discover MCP servers and tools, construct graph nodes with JSONata and JSON Logic, and interact with mcpGraph configurations. IMPORTANT: Always read this file before creating graph tools using mcpGraphToolkit.
Morning briefing with calendar, context, and pending items. Use when starting the day, checking what's on deck, wanting an overview, or running a lightweight wake cycle interactively. Trigger words: morning, briefing, what's up, overview, today, schedule.
Generate daily update reports for the Skills resource library. Records resource additions, modifications, and deletions for the day. Use when generating today's update report, tracking daily maintenance progress, or when the user asks for a daily summary of resource changes.
Conduct effective daily standup meetings for agile teams. Use when facilitating standups, tracking blockers, or improving team synchronization. Handles standup format, time management, and blocker resolution.
Teams.ai framework patterns with Anthropic SDK integration including Memory API usage, function calling, streaming, and message transformation. Use when developing or contributing to @youdotcom-oss/teams-anthropic package.
Classify a change set as behavior vs structure, then recommend the correct PR label (change:behavior or change:structure) and the appropriate local/CI checks. Use when the user asks whether a change is a behavior change or a structure change, what label to apply, or how CI/testing should differ based on change type.
Git workflow for Tzurot v3 - Rebase-only strategy, PR creation against develop, commit message format, and safety checks. Use when creating commits, PRs, or performing git operations.
Create Mermaid diagrams (activity, deployment, sequence, architecture) from text descriptions or source code. Use when asked to "create a diagram", "generate mermaid", "document architecture", "code to diagram", "create design doc", or "convert code to diagram". Supports hierarchical on-demand guide loading, Unicode semantic symbols, and Python utilities for diagram extraction and image conversion.
Autonomous issue resolution workflow for processing priority issues in polymarket-insider-tracker. Covers claiming, investigation, worktree-based fixes, PR shepherding, and CI monitoring. Activates on "fix issues", "resolve bugs", "claim issue", "priority queue", "issue triage", or "autonomous resolution".
AID Phase 3 - Implementation Planning with consolidation-first approach. Resolves contradictions between PRD and Tech Spec, creates consolidated master document, then breaks down into actionable tasks and populates Jira. Includes sprint planning and risk assessment.
Decision transparency, feedback collection, and debate invitations for AID methodology. Active in ALL phases for ALL roles.
Build, test, and manage mcpGraph tools using the mcpGraphToolkit MCP server. Discover MCP servers and tools, construct graph nodes with JSONata and JSON Logic, and interact with mcpGraph configurations. IMPORTANT: Always read this file before creating graph tools using mcpGraphToolkit.