stakeholder-manager
The Communication Shield of the PM Brain. Manages proactive stakeholder communication, tracks preferences, and ensures alignment across partnerships. Use for
Essential command-line tools and system utilities.
The Communication Shield of the PM Brain. Manages proactive stakeholder communication, tracks preferences, and ensures alignment across partnerships. Use for
Generate production-ready TimeGPT forecasting pipeline code from requirements. Use when scaffolding a pipeline with validation, logging, visualization, and repeatable runs. Trigger with "create TimeGPT pipeline", "build TimeGPT integration", or "generate forecast code".
Performance bottleneck analysis, workflow inefficiency detection, pattern recognition, and optimization recommendations. Use for identifying performance issues, root cause analysis, and generating actionable improvement plans.
Systematic analysis and refinement of specifications, requirements, architecture designs, and project plans. Use when the user wants to identify gaps, weaknesses, inefficiencies, or complications in a proposed plan, specification, or design document. Triggers on gap analysis, specification review, requirements analysis, architecture critique, design validation, plan assessment, weakness identification, assumption auditing, or when users share specs/plans asking for feedback. Produces actionable findings with remediations and maintains analysis state across iterations. Features sequential clarification with one question at a time, recommended answers, and immediate integration.
Journaling partner that helps extract deeper meaning from daily logs. Use when the user wants to review their day, process logs into journal entries, or mentions "daily review".
Analyze feature requests, refactor plans, or technical decisions to determine investment value and provide recommendations. Use when user mentions investigating, analyzing, or asks "should we build this".
Project feasibility analysis toolkit. Evaluate technical feasibility, resource requirements, market viability, risk factors, and implementation challenges for informed go/no-go decisions on software projects.
Multi-layer planning and playbook management. Use when creating playbooks, transitioning phases, or managing plan hierarchy. Triggers on "plan", "playbook", "phase", "roadmap", "milestone" keywords.
Pipeline contract enforcement for ZINC-Fusion-V15 soybean oil forecasting system. Use when working on any ZINC-Fusion-V15 task involving schema definitions, training pipelines, L0 specialists, data ingestion, MLflow configuration, or debugging contract drift. Triggers on mentions of Prisma database, specialist models, horizon encoding, quantile outputs, OOF predictions, or any ZINC-Fusion development work.
Portfolio analytics, metrics calculation, performance tracking, and dashboard data. Use when working with analytics code, files, or integration. Invoke when navigating analytics codebase, searching for analytics files, debugging analytics errors, or discussing analytics patterns. Keywords: analytics, analytics
SkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards
This skill should be used when the user asks to "break down this initiative", "decompose into tasks", "create tasks from initiative", "how to size tasks", "when to decompose", "vertical slices", "task granularity", or needs guidance on breaking higher-level work into lower-level work items.
Create Architecture Decision Records (ADRs) documenting WHY decisions were made. Uses standard ADR format (Status/Context/Decision/Consequences).
Simulate a first-time user experience by following only the documentation. Generates UX audit reports with friction points and recommendations. Use to test documentation quality and create improvement loops.
Central orchestrator for multi-agent development. Manages task distribution, context passing, iteration cycles, and Gantt scheduling. Use this skill when coordinating team work, assigning tasks, or managing project iterations.
Guide for creating engineering plans through a structured workflow. Use when planning new features, coordinating multi-agent work, or breaking down complex initiatives.
Combine findings from parallel intelligence gathering into unified execution plan. Synthesize predictions, web research, deep strategy, and environment observations into optimal approach. Use when multiple intelligence sources need integration before execution.
Master user research with interviews, surveys, personas, journey mapping, and research synthesis for user-centered design.
Analyze tasks upfront before execution. Predict task category, identify key files, assess risk level, and detect high-consequence operations. Use proactively when any task description is provided to guide execution strategy.
Thrivve Partners Monte Carlo simulation to forecast story/task completion based on historical throughput. Use when the user asks "how many stories/tasks will be completed by [date]" with historical daily throughput data. Requires at least 10 days of throughput history and a future target date. Provides probabilistic forecasts at specified confidence levels (default 85%).
BI tools, dashboards, and enterprise analytics platforms
Track time, manage clients/projects/tasks, and analyze productivity using Rize.io via MCP. Use when the user mentions time tracking, logging work hours, productivity analysis, focus time, or managing Rize entities (clients, projects, tasks).
Timeline Mode specialist - handles release planning, scheduling, task sequencing, and visual timeline layouts for artists.