digital ghost

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

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Release preparation workflow - security audit → E2E tests → review → changelog → docs

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Identify dangerous API footguns, surprising default behaviors, and sharp edges in codebases and dependencies. Adapted from Trail of Bits. Use during code review to catch APIs that are easy to misuse, configurations that surprise, and abstractions that leak.

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SaaS authentication and authorization patterns including JWT vs session strategies, multi-tenant isolation, RBAC, API key management, passwordless flows, MFA, and secure session handling.

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Hierarchical memory organization for multi-session context retention. Wings (projects) > Rooms (domains) > Drawers (decisions). Semantic search across all memories with zero cloud dependency.

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MCP Script Rules

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Modular Code Organization

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Example template for project-specific skill files covering architecture, patterns, testing, and deployment.

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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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Phase-gated commit workflow for clean git history -- implement, review, test, commit per phase

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Ethical security testing methodology - 5-phase pipeline, OWASP checklist, proof levels, structured findings

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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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Persistent planning system with 3 markdown files (PLAN.md, PROGRESS.md, CONTEXT.md). Use when starting large features, multi-session work, or complex refactoring. Auto-tracks commits in PROGRESS.md.

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OIDC flows, PKCE implementation, token refresh strategies, social login integration, and secure session management.

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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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Planning agent that creates implementation plans and handoffs from conversation context

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

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Product Requirements Document writing - PRD templates, MoSCoW prioritization, user personas, competitive analysis, feature specs, acceptance criteria, risk assessment

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Parallel Agent Orchestration

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

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

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Identify failure modes before they occur using structured risk analysis

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

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