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Frontend-backend API contracts, routes, clients, and type definitions. Handles API endpoint definitions, request/response types, route configuration, and cross-stack integration. Use when working with…
Creates a control panel that allows runtime modification of values. When Claude needs to expose controls for the user to adjust variables and values.
Use when web.run fails to parse a webpage and you need raw Markdown via Crawl4AI.
Guidance for finding and adding bidirectional wikilinks when creating or updating content in the knowledge base. Use when user creates new content or wants to improve discoverability by adding links t…
Offloading tasks with a well-defined scope to sub-agents, for instance to use a sub-agent to implement a set of specs. Use this skill whenever a task should not need a broad knowledge of the whole pro…
Automatically convert uploaded data (CSV, Excel, JSON) into complete interactive dashboards with zero user input required. Detects patterns in PPC reports, sales data, analytics exports, and business …
Expert data engineer for ETL/ELT pipelines, streaming, data warehousing. Activate on: data pipeline, ETL, ELT, data warehouse, Spark, Kafka, Airflow, dbt, data modeling, star schema, streaming data, b…
Audits decisions for cognitive biases, runs premortems on plans, and reframes choices to reveal hidden assumptions. Use when evaluating decisions under uncertainty, reviewing plans for bias, assessing…
Use when parsing "All Needed Context" sections from PRD files. Extracts code files, docs, examples, gotchas, and external systems into structured JSON format. Invoked by /flow:implement, /flow:generat…
Talk to Copywrite Experts about their expertise. Copywrite Experts provides authentic advice using their mental models, core beliefs, and real-world examples.
Orchestrate the end-to-end coding process for the Horus persona. Composes research (/dogpile), isolated execution (/battle), structured implementation (/task, /orchestrate), and brutal code review (/r…
Detects plagiarism and validates content originality for educational materials.
Cost optimization strategies for production AI pipelines in Clojure+Vertex AI. Covers multi-model routing (70% Gemini/20% Haiku/10% Sonnet), token optimization (prompt engineering, output constraints)…
Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models. Documents data structures, relationships, and attributes.
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition with focus on extracting meaningf…
Deep codebase analysis that extracts learnings from documentation. Creates context entries and learnings from docs/ with pattern matching.
Personal knowledge base integration via Obsidian vault. Provides semantic search, note retrieval, and context loading for Claude Code sessions. USE WHEN user says 'load context', 'search my notes', 'f…
Use when working with modern C++ codebases requiring features from C++11 to C++23 including lambdas, move semantics, ranges, and concepts.
Create memory files to track important learnings, decisions, and system changes. Use when implementing major features, making architectural decisions, or learning important project patterns.
Generate professionally formatted PDF materials including student handouts, teacher guides, workbooks with proper typography, accessibility, and print layout. Use when creating print materials, PDFs, …
Generate enterprise cybersecurity policies from 51 professional templates (SANS, CIS Controls) for ISO 27001, SOC 2, NIST, and CIS Controls compliance in Markdown, Word, HTML, and PDF formats
Collection and metadata normalization of excavation survey data (papers/reports/surrounding sites)
Decision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome prediction.
Three-pass critical reading framework for systematic document analysis. Supports tech blogs, retrospectives, technical documentation, personal writing, and academic papers. Primary focus on Third Pass…