digital ghost

Research-to-implement pipeline chaining 5 MCP tools with graceful degradation

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Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on 'spreadsheet', 'Excel', '.xlsx', '.csv', 'pivot table', 'financial model', 'formula', or any request to produce tabular data in Excel format.

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Deterministic router for math cognitive stack - maps user intent to exact CLI commands

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Modular Code Organization

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Generate, edit, and read PowerPoint presentations. Create from scratch with PptxGenJS (cover, TOC, content, section divider, summary slides), edit existing PPTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX, PowerPoint, presentation, slide, deck, slides.

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No Polling for Background Agents

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Parallel Agent Orchestration

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Unified math capabilities - computation, solving, and explanation. I route to the right tool.

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System health check (MOT) for skills, agents, hooks, and memory

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Mutation testing ile test suite kalitesini olc. Stryker, mutmut, go-mutesting destegi.

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Use this skill when context compression is imminent, when resuming a session, or when preserving critical decisions across long tasks. Provides a durable notepad that survives compaction and lets any agent pick up exactly where the previous context left off.

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Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): "make a PDF", "generate a report", "write a proposal", "create a resume", "beautiful PDF", "professional document", "cover page", "polished PDF", "client-ready document". FILL (complete form fields): "fill in the form", "fill out this PDF", "complete the form fields", "write values into PDF", "what fields does this PDF have". REFORMAT (apply design to an existing doc): "reformat this document", "apply our style", "convert this Markdown/text to PDF", "make this doc look good", "re-style this PDF". This skill uses a token-based design system: color, typography, and spacing are derived from the document type and flow through every page. The output is print-ready. Prefer this skill when appearance matters, not just when any PDF output is needed.

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Fast file editing via Morph Apply API (10,500 tokens/sec, 98% accuracy)

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OPC Architecture Understanding

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Prompt templates, few-shot examples, chain-of-thought, structured output, evals

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Security scan, dead code detection, and code quality audit for any project

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Product analytics - event taxonomy, funnel analysis, A/B testing, retention metrikleri.

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Identify failure modes before they occur using structured risk analysis

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PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

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Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

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Load testing with k6/Artillery, response time thresholds, memory leak detection, N+1 query detection, and CI integration.

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Mobil uygulama paywall strateji rehberi. 14 kategori benchmark database, 4 paywall modeli, trial optimizasyonu, placement mapping, pricing psychology, regional pricing (PPP) ve Apple/Google compliance checklist.

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Parallel Agent Type Contracts

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Observe Before Editing

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