Manohar Choppa

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

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Build high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services. Covers design principles, architecture, implementation patterns, and evaluation-driven development.

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Create professional Marp presentation slides with 7 beautiful themes (default, minimal, colorful, dark, gradient, tech, business). Use when users request slide creation, presentations, or Marp documents. Supports custom themes, image layouts, and "make it look good" requests with automatic quality improvements.

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Create a minimalist marketing plan focused on building an audience through free, authentic content. Use when someone has product-market fit (~100 customers) and wants to scale through marketing or needs a content strategy.

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Manage issues, projects, and team workflows in Linear via the Linear MCP server. Create, update, organize, and track work without leaving the terminal.

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Address GitHub PR review comments and issue feedback using the gh CLI. Fetch all comments, summarize review threads, and apply fixes with explicit user approval.

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Help founders evaluate business decisions through the lens of sustainable, profitable growth. Use when discussing spending, hiring, fundraising, pricing, or scaling decisions.

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Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, price options with ML models, and synthesize balanced news perspectives via the Helium MCP server.

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Refines ideas iteratively. Refine ideas through structured divergent and convergent thinking. Use "idea-refine" or "ideate" to trigger.

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Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to subagents to prevent context exhaustion from verbose JSON (single files: 4k-22k tokens, can exceed read limits)

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Creates detailed, sectionized implementation plans through research, stakeholder interviews, and multi-LLM review. Use when planning features that need thorough pre-implementation analysis.

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Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.

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Identify high-quality sales leads by analyzing your business, defining ideal customer profile, and discovering target companies with personalized contact strategies.

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Debug LangChain and LangGraph agents by fetching execution traces from LangSmith. Analyze agent behavior, investigate errors, and review tool calls and performance metrics.

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Use when the user mentions Jira issues (e.g., "PROJ-123"), asks about tickets, wants to create/view/update issues, check sprint status, or manage their Jira workflow. Triggers on keywords like "jira", "issue", "ticket", "sprint", "backlog", or issue key patterns.

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Improve image quality by enhancing resolution, sharpness, and clarity. Perfect for screenshots, documentation, presentations, and social media images.

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Generate creative domain name ideas for your project and check availability across multiple TLDs (.com, .io, .dev, .ai, .app). Find the perfect domain name without manual checking.

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Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big to land in one step.

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Guide building a minimum viable product through manual-first, then processized, then productized stages. Use when someone is ready to build their first product or struggling with scope.

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Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

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Draft, rewrite, or condense emails with precise tone, length, and messaging. Perfect for cold outreach, replies, status updates, and escalations where clarity matters.

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Help founders develop a strategy to acquire and sell to the first 100 customers. Use when someone has a product and needs a customer acquisition plan, or is struggling with early sales.

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Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.

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Suggest better variable, function, and class names based on context and conventions.

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