Productivity Tools
Boost efficiency with task automation and organizers.
prd-generator
Generate comprehensive Product Requirements Documents with interactive discovery, progress tracking, and True Ralph Loop support for autonomous implementation. Use when user wants to (1) create a PRD for a new project/feature, (2) implement a PRD autonomously with fresh Claude sessions, (3) track implementation progress, (4) recover context after session loss. Creates docs/PRD.md and docs/PROGRESS.md.
dev-workflow-orchestrator
Orchestrate PRD creation, task generation, and gated task processing with user confirmations between phases.
first-time-user-dashboard
Simulate a first-time CV Dashboard user experience. Tests if documentation enables new users to generate and access the password-protected variant dashboard. Generates UX audit reports.
comparative-estimation-study
Compare AI-generated estimations with actual company PDFs to identify price differences and new items. Use when users need to validate estimations against real company quotes.
dbt-semantic-layer-developer
Provides expert-level assistance with dbt Semantic Layer, MetricFlow, semantic models, metrics, dimensions, entities, measures, and BI tool integrations. Use this skill when building semantic models, creating metrics (simple, ratio, cumulative, derived, conversion), debugging validation errors, or integrating with BI tools. Extracted from official dbt documentation and optimized for data practitioners.
faf-enhance
Improve project.faf AI-readiness score through guided enhancements. Identifies missing sections, suggests improvements, helps reach next Podium tier (Bronze→Silver→Gold→Trophy). Use when user asks "improve my score", "enhance my FAF", "reach Gold tier", or wants better AI context quality.
stakeholder-manager
The Communication Shield of the PM Brain. Manages proactive stakeholder communication, tracks preferences, and ensures alignment across partnerships. Use for
timegpt-pipeline-builder
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".
specification-refiner
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.
daily-review
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".
investigation-analysis
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".
feasibility-analysis
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.
plan-management
Multi-layer planning and playbook management. Use when creating playbooks, transitioning phases, or managing plan hierarchy. Triggers on "plan", "playbook", "phase", "roadmap", "milestone" keywords.
zf-pipeline-contracts
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.
context-analytics
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-analysis
SkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards
decomposition
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.
document-decision
Create Architecture Decision Records (ADRs) documenting WHY decisions were made. Uses standard ADR format (Status/Context/Decision/Consequences).
