Product & Planning

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Full planning framework for complex features needing requirements decomposition, research, and scope analysis. For tasks with 15+ files, 5+ endpoints, architecture decisions, or security concerns. Templates for PRD, spec, and scope documents. Use when this capability is needed.

tomevault-io Bundle

Pinpoints an audience's true search intent to create a strategic content roadmap. Use this skill to understand why an audience is searching, what questions they have, and what content will meet their needs, guiding them from visitor to customer. Use when this capability is needed.

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Complete Developer workflow orchestration - task research sequence, implementation flow, validation gates, PRD synchronization, exit conditions. Use when this capability is needed.

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Interactive project setup wizard for Ralph Orchestra. Guides through 11 phases configuring agents, orchestration, quality standards, features, research, GDD (games), and PM-generated PRD. Use when user wants to set up a new Ralph Orchestra project or mentions "PRD starter", "project setup wizard", or "initialize Ralph project". Use when this capability is needed.

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Accept a GitHub issue URL or issue details, create a comprehensive plan (in plan mode - shows plan first), then implement the solution including tests and documentation, create/update release notes for Home Assistant users, and update the README roadmap for new features. Use when the user provides a GitHub issue or asks to solve an issue. ALWAYS presents the plan first and waits for user approval before implementing. Use when this capability is needed.

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Strategies for dynamic skill discovery to minimize context overhead. Use when this capability is needed.

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PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For pre-trained models and diverse featurizers use deepchem; for benchmark datasets use pytdc. Use when this capability is needed.

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Asset Discovery

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Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, MiniMax, Kimi, GLM, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.2.0 - Direct API prefixes (mmax/, kimi/, glm/) for cost savings. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "minimax", "kimi", "glm", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models". Use when this capability is needed.

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Roadmap and refactor guidance for MoFA Studio, plus skill maintenance workflow. Use when planning large changes or updating the skill set. Use when this capability is needed.

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Split an approved PRD/EPIC into child TASK issues (create tasks, link back to EPIC, ensure Execution/Proof task exists). Use when this capability is needed.

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Stakeholder interviews, PRD structure, and scope definition for software requirements elicitation. Use when gathering requirements, defining project scope, or structuring product requirement documents. Use when this capability is needed.

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Generate Business Requirements Document (BRD) for new Lokstra projects. Use when starting a new project or adding major features to establish clear, stakeholder-approved requirements before implementation. Asks clarifying questions and produces versioned BRD. Use when this capability is needed.

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Product management expertise for story creation, backlog management, validation, and release coordination Use when this capability is needed.

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Break down a Logics backlog item into executable tasks. Use when Codex should turn `logics/backlog/*.md` into one or more `logics/tasks/*.md` with step-by-step plans, validation commands, and progress tracking. Use when this capability is needed.

tomevault-io Bundle

Fetch current model names from AI providers (Anthropic, OpenAI, Gemini, Ollama), classify them into tiers (fast/default/heavy), and detect new models. Use when needing up-to-date model IDs for API calls or when other skills reference model names. Use when this capability is needed.

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Use when planning features, designing APIs, or making architectural decisions. Covers property discovery, C4 modeling, and SOLID principles.

tomevault-io Bundle

This skill should be used when the user asks to "analyze a specification", "break down a spec", "create tasks from a PRD", "decompose requirements", "generate a task list from a design document", or mentions working from specification documents. Provides comprehensive guidance for transforming specifications into structured, actionable task lists optimized for AI coding agents. Use when this capability is needed.

tomevault-io Bundle

Systematically gather comprehensive travel itinerary requirements through structured discovery questions, MCP-powered research (Perplexity, Exa), and expert detail gathering. Use when users request travel planning, itinerary creation, or trip assistance requiring deep research and personalized requirements gathering. Outputs detailed requirements specification with day-by-day itineraries. Use when this capability is needed.

tomevault-io Bundle

Super Ralph Wiggum - autonomous iteration loops with templates, PRD support, progress tracking, and browser testing. This skill should be used when running Claude Code in autonomous loops for test coverage improvement, PRD-based feature development, documentation generation, dataset creation, lint fixing, code cleanup, or framework migrations. Combines the plugin's in-session loop mechanism with specialized templates and best practices from Geoffrey Huntley, Ryan Carson, and AI Hero. Use when this capability is needed.

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Project status report generation from git history, task context, and milestone tracking. Use when creating weekly updates, sprint reviews, stakeholder reports, or project dashboards. Use when this capability is needed.

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Discover and load tools progressively as needed (reduces token overhead) Use when this capability is needed.

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Architects new features through the full lifecycle. Use when designing, planning, implementing, or extending features. Triggers on 'new feature', 'design', 'plan', 'implement', 'architect', 'prd', 'spec'. Use when this capability is needed.

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Stack lens para mobile - React Native, Swift (iOS), Kotlin (Android), Flutter. Use durante Discovery quando pubspec.yaml, Package.swift, build.gradle.kts (Android) ou react-native em deps for detectado. Cobre navegação, estado, módulos nativos, build/distribuição. Use when this capability is needed.

tomevault-io Bundle

Implement, debug, or extend DriftBuild, a Swift LAN remote iOS simulator build system. Use when working on the DriftBuild Swift Package, drift CLI, drift-server, Vapor HTTP API, ArgumentParser commands, Bonjour or UDP discovery, pairing, build queue, xcodebuild invocation, log streaming, artifact packaging, or tests. Use when this capability is needed.

tomevault-io Bundle

Fetches crate metadata from the crates.io API and docs.rs API for Rust package discovery. Analyzes feature flags, dependency auditing via RustSec Advisory DB, and MSRV compatibility checking. Use when this capability is needed.

tomevault-io Bundle

Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritization, user research synthesis, requirement documentation, and product strategy development. Use when this capability is needed.

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Search strategies for finding new Docker cagent resources Use when this capability is needed.

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Add ownership and success metrics to Logics backlog/spec docs. Use when Codex should define an owner, success metric/KPI, and instrumentation notes for a backlog item or spec to make outcomes measurable. Use when this capability is needed.

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Add a risk/rollback review to Logics docs. Use when Codex should identify risks, mitigations, rollbacks, and operational considerations for a backlog item or task, and update the Markdown accordingly. Use when this capability is needed.

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Product UI/UX design assistant for this repo. Use when Codex should propose UI/UX improvements, redesign flows/screens, define a lightweight design system (tokens/components/states), and produce actionable handoff artifacts (specs, backlog items, tasks) aligned with the `logics/*` workflow. Use when this capability is needed.

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Guidelines for modifying the workspace agent instructions reader in src/agentInstructionsReader.ts. Covers file discovery, AGENTS.md/CLAUDE.md parsing, and injection into the Copilot Chat system prompt. Use when this capability is needed.

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Documentation Discovery & Analysis

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Ralph PRD Converter

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PRD Generator

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Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly. Use when this capability is needed.