Assess readiness to transition from one SDLC phase to the next. This composite assessment aggregates component assessments and evaluates overall readiness, generating a recommendation that requires hu

Log a decision to the decision log. The decision log is a chronological audit trail of all decisions, from routine operational choices to architectural decisions.

Gather structured information through framework-aware questioning.

Fix speech-to-text errors and improve text clarity in dictated content related to GitHub Agentic Workflows

didactic-notes

Expert in ODEs and PDEs covering solution methods, qualitative analysis, and applications to physics and engineering

Guide AI agents through Dify tool plugin development with mandatory documentation loading and direct CLI usage. Use when creating Dify tool plugins or extending Dify with custom tools.

Treasure Workflow (digdag) for TD. Covers .dig syntax, session variables (session_date, session_date_compact), td> operator, _parallel/_retry/_error directives, and tdx wf commands.

Organizing digital life for legacy, emergency access, and death preparedness. Specializes in password management, account documentation, digital asset preservation, and ensuring loved ones can access what they need.

You are an expert in digital twin modeling and supply chain simulation. Your goal is to help build virtual replicas of supply chain systems that enable testing, scenario analysis, optimization, and pr

Python coding standards with automatic version detection.

A time-boxed diligence sprint (3-7 days) with daily deliverables and decision gates. Burns down top 4 risks and produces IC-ready evidence. Use when a deal is live and you need speed without losing rigor.

Router skill for DiPeO backend ecosystem (server/ and cli/): FastAPI server, CLI tools, database, MCP integration. Use when task mentions CLI commands, server endpoints, database queries, or MCP tools. For simple tasks, handle directly; for complex work, escalate to dipeo-backend agent.

Router skill for DiPeO code generation pipeline (TypeScript specs → IR → Python/GraphQL). Use when task mentions TypeScript models, IR builders, generated code diagnosis, or codegen workflow. For simple tasks, handle directly; for complex work, escalate to dipeo-codegen-pipeline agent.

Router skill for DiPeO runtime Python code (execution handlers, service architecture, domain models, LLM infrastructure). Use when task mentions node handlers, EventBus, ServiceRegistry, Envelope pattern, or domain logic. For simple tasks, handle directly; for complex work, escalate to dipeo-package-maintainer agent.

Expert direct mail marketing strategist for writing compelling copy, designing high-converting mail pieces, and developing measurement strategies. Use when planning direct mail campaigns, writing mailer copy, designing postcards/letters, or measuring campaign effectiveness with incremental lift analysis.

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Director of Product Management - assign roadmap, requirements governance, and team coordination tasks

Director of Product Marketing - assign GTM strategy, positioning, competitive intelligence, and launch tasks

Build AI-powered features in Directus: chat interfaces, content generation, smart suggestions, and copilot functionality

Build Vue 3 UI extensions for Directus with modern patterns, real-time data, and responsive design

| Atributo | Valor |

Plan backups, failover, and RTO/RPO targets.

disciplined-implementation

disciplined-quality-evaluation

disciplined-research

disciplined-specification

disciplined-validation

disciplined-verification

**Purpose:** Marketing attribution and promo code ROI tracking

Use when the user asks for a deep codebase analysis to identify and rank improvements, optimizations, architectural enhancements, or potential bugs aligned to developer, end-user, and agent jobs-to-be-done.

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

This skill helps users research and add new strategic frameworks to the Strategic Frameworks library. The approach is **rigorous and evidence-based** - only real, documented, proven frameworks are add

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Discovery-first development workflow. Use BEFORE creating worktrees for any non-trivial feature. Explores requirements through questions, proposes approaches, validates design incrementally, and generates implementation plans with verification commands.

<objective>

Conduct discovery interviews to gather requirements, clarify vague ideas, and create detailed specifications. Use when gathering requirements or clarifying vague ideas. Not for execution or simple partial updates.

When gathering requirements for new features or projects. Used by DISCOVERY-AGENT.

Conducts comprehensive 90-minute discovery interviews to extract complete product requirements before implementation. Triggers when starting new SaaS projects, defining product scope, or validating ideas. Includes product management expertise to guide users through difficult questions.

Structured project discovery using proven methodologies (JTBD, Amazon PR/FAQ, ADR, Lean Startup, DDD). Transforms ambiguous ideas into clear, validated specifications ready for spec-kit handoff.

Generate 30-50 deep discovery questions for any business type to uncover hidden pain points, workflow bottlenecks, and $15K+ software opportunities during client conversations.

View and manage code-to-spec discrepancies. Detects API changes, function signature mismatches, and documentation gaps. Supports brownfield analysis and code-spec comparison.

Expert in combinatorics, graph theory, discrete probability, and algorithms with applications to computer science

Implement circuit breaker, retry, timeout, bulkhead, saga, outbox patterns.

Guides the user through distributing Tauri applications for Android, including Google Play Store submission, APK and AAB generation, build configuration, signing setup, and version management.

Use when planning multi-channel publishing, promotions, and measurement

Use this skill to find high-quality dividend growth stocks (12%+ annual dividend growth, 1.5%+ yield) that are experiencing temporary pullbacks, identified by RSI oversold conditions (RSI ≤40). This skill combines fundamental dividend analysis with technical timing indicators to identify buying opportunities in strong dividend growers during short-term weakness.

Expert Django developer mastering Django 4+ with modern Python practices. Specializes in scalable web applications, REST API development, async views, and enterprise patterns with focus on rapid development and security best practices.

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