Product & Planning

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Priority algorithm for selecting next PRD task based on category, dependencies, and risk Use when this capability is needed.

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Break down product requirements and architecture into executable development tasks. Use when the user asks to plan implementation, create a task breakdown, generate development roadmap, or organize work into epics and tasks. This skill reads PRD and architecture documentation to generate structured task lists with acceptance criteria in docs/tasks/ and creates progress tracking in docs/progress/. Use when this capability is needed.

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Aide à communiquer efficacement avec les parties prenantes via des rapports de statut, des présentations COPIL et des stratégies d'escalade. Se déclenche avec "stakeholder", "parties prenantes", "reporting", "status update", "comité de pilotage", "COPIL". Use when this capability is needed.

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Template Sync

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Environment manager-specific discovery patterns and known issues. Use when working on or reviewing environment discovery code for conda, poetry, pipenv, pyenv, or venv. Use when this capability is needed.

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Expert in Windows UI Automation (UIA) and Win32 APIs for desktop automation. Specializes in accessible, secure automation of Windows applications including element discovery, input simulation, and process interaction. HIGH-RISK skill requiring strict security controls for system access. Use when this capability is needed.

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Expert in macOS Accessibility APIs (AXUIElement) for desktop automation. Specializes in secure automation of macOS applications with proper TCC permissions, element discovery, and system interaction. HIGH-RISK skill requiring strict security controls. Use when this capability is needed.

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Use when facing technical debt backlog requiring systematic prioritisation. Applies three-dimensional scoring (impact, risk, effort), categorises by debt type, identifies quick wins, and creates multi-horizon roadmaps for evidence-based remediation planning.

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Design composable prompt sections for building agentic prompts. Use when creating reusable prompt components, designing LEGO-block prompt sections, or structuring prompts for the stakeholder trifecta. Use when this capability is needed.

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Comprehensive product requirements documentation from problem definition through launch planning. Supports both enterprise PRD (full specs, cross-functional alignment) and lean/startup style (hypothesis-driven one-pagers). Framework-agnostic with templates for Agile, Jobs-to-Be-Done, and hybrid approaches. Scaffolds related artifacts including user stories, acceptance criteria, wireframes brief, and technical handoff specs. Triggers on PRD creation, product specs, feature requirements, or product design documentation. Use when this capability is needed.

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Senior backend and system design expertise for API contracts, database architecture, microservice boundaries, distributed systems, scalability, caching, and messaging. Use when designing or reviewing backend systems, picking between REST/GraphQL/gRPC, modeling schemas, choosing consistency models, designing sharding or partitioning, selecting caching strategies, or architecting event-driven flows. Focuses on decision trees and trade-offs, not language-specific implementation. Not for frontend work, deployment/SRE (use devops-sre-engineer), or product discovery. Use when this capability is needed.

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Aide à planifier des sprints agile, organiser le backlog, estimer les stories et gérer la capacité de l'équipe. Se déclenche avec "sprint", "sprint planning", "backlog", "vélocité", "agile", "scrum". Use when this capability is needed.

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Skill: Build a Custom Agent Team from a PRD

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Automates Microsoft Excel on macOS via JXA with AppleScript dictionary discovery. Use when asked to "automate Excel spreadsheets", "JXA Excel scripting", "Excel macOS automation", or "bulk Excel data operations". Focuses on workbooks, worksheets, ranges, 2D arrays, performance toggles, and VBA escape hatches.

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Automates Apple Pages using JXA with AppleScript dictionary discovery. Use when asked to "automate Pages documents", "create documents programmatically", "JXA Pages scripting", or "export Pages to PDF". Covers documents, templates, text, styles, export, tables, images, and AppleScript bridge fallbacks.

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Use when reviewing one specific idea/design doc, researching similar products, and producing a separate technical implementation plan or roadmap.

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Inspect .NET assemblies and NuGet packages. Use when you need to get package metadata and latest version information, view public API surfaces, search for types, compare APIs between versions, or get direct access to commit-specific source (via Source Link). Works with NuGet packages, .NET platform/runtime assemblies, and local assembly files (via path). Essential for package exploration, API discovery, assembly auditing. Use when this capability is needed.

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Local-first, multi-product backlog management with agent collaboration discipline. Use when this capability is needed.

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Transform v0.6 specifications into context-window-sized work packages (EPICs) during PRD v0.7 Build Execution. Triggers on requests to create epics, scope work, break down implementation, or when user asks "create epics", "scope work", "break down work", "context window sizing", "what to build first?", "implementation planning", "epic breakdown". Consumes API-, DBT-, FEA-, ARC-. Outputs EPIC- entries with objectives, ID references, dependencies, and context windows. Feeds v0.7 Test Planning. Use when this capability is needed.

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Find and analyze YouTube competitor channels using YouTube Data API v3. Discover competitors through keyword search, category matching, content similarity, and related channel discovery. Compare metrics, content strategies, and market positioning. Use when users want to (1) Find competitors for their YouTube channel, (2) Analyze competitor performance metrics, (3) Compare their channel against competitors, (4) Identify content gaps and opportunities, (5) Benchmark against similar creators, (6) Generate competitive analysis reports. Requires user's YouTube Data API v3 key. Use when this capability is needed.

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Use when ROCm, vLLM, AITER, FlashAttention, MIGraphX, quantization, profiling, or inference-optimization references need to become package notes, backlog items, scenarios, or troubleshooting docs in this repo.

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When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see iblai-marketing-copywriting. For SEO-specific audits, see iblai-marketing-seo-audit. For social media content specifically, see iblai-marketing-social-content. Use when this capability is needed.

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Interactive interview to create comprehensive Product Requirements Documents with User Stories and Use Cases, starting with the problem, not the solution Use when this capability is needed.

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Manages GitHub Projects V2 items and custom fields using GitHub CLI commands. Use when adding issues/PRs to projects, updating Status (Backlog/Todo/Doing/Done), Value (Essential/Useful/Nice-to-have), or Effort (Light/Moderate/Heavy) fields, querying project data, or performing bulk operations.

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Evidence-first Orchard Core theming skill for shapes, alternates, placement, Razor/Liquid templates, content model access, assets/resources, and recipes. Use for theme adjustments, shape overrides, template discovery, content item/field access, placement.json rules, and recipe authoring in Orchard Core projects. Use when this capability is needed.

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Automates macOS Calendar via JXA with AppleScript dictionary discovery. Use when asked to "create calendar events", "automate calendar", "JXA calendar scripting", "EventKit automation", or "PyXA calendar automation". Covers events, calendars, recurrence, time zones, batch operations, and EventKit ObjC bridge.

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Automates macOS Contacts via JXA with AppleScript dictionary discovery. Use when asked to "automate contacts", "JXA contacts automation", "macOS address book scripting", "AppleScript contacts", or "Contacts app automation". Covers querying, CRUD, multi-value fields, groups, images, and ObjC bridge fallbacks.

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Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python). Use when asked to "automate Mac apps", "write AppleScript", "JXA scripting", "osascript automation", or "PyXA Python automation". Foundation skill for all macOS app automation.

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This skill discovers and finds connection details for Model Context Protocol (MCP) servers by researching official documentation, GitHub repositories, and trusted sources. Use when this capability is needed.

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Complete methodology for software and business requirements gathering. Use when you need to document a new project, validate a business idea, create technical specifications, or generate complete documentation covering business vision, stakeholders, processes, functional and non-functional requirements, data model, integrations, risks, and roadmap. Ideal for projects requiring quoting, development, delegation, or presentation to investors. Use when this capability is needed.

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Extend or audit Codex support in the EstateWise repository. Use when changing .codex config, .codex/rules, .agents/skills, AGENTS.md layering, multi-agent roles, project guidance discovery, or Codex-specific documentation and workflows. Use when this capability is needed.

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Navigate apps via appium-recorder CLI with minimal round-trips. Prefer deterministic paths (direct URL navigation) before selector discovery. Use when this capability is needed.

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Use when turning extracted requirements into a roadmap — selects the walking skeleton iteration with its first journey scenario, orders remaining work into follow-on iterations, and applies story splitting when ACs have different dependency profiles.

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Use this skill for requirements elicitation, discovery interviews, and creating or evaluating Product Owner Specifications documenting business requirements before architecture design

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Automates Apple Mail via JXA with AppleScript dictionary discovery. Use when asked to "automate email", "send mail via script", "JXA Mail automation", or "filter email messages". Covers accounts, mailboxes, batch message filtering, composition, attachments, and UI fallback.