Topic: automation
6,910 skills in this topic.
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mcp-scripts
MCP Script Rules
vibeeval/vibecosystem 458
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agent-benchmark
Framework for measuring and tracking agent response quality over time. Detects regressions before they reach production. Use when evaluating agent changes, auditing quality, or establishing performance baselines.
vibeeval/vibecosystem 458
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deep-interview
Mathematically rigorous Socratic interview system that drives ambiguity below 20% before any code is written. One question per message, weighted ambiguity scoring, brownfield-aware, outputs a complete PRD. Replaces discovery-interview with a stricter protocol.
vibeeval/vibecosystem 458
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project-detect
vibeeval/vibecosystem 458
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form-validation
React Hook Form + Zod integration, multi-step forms, optimistic validation, server-side error mapping, and file upload patterns.
vibeeval/vibecosystem 458
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animation-patterns
Framer Motion patterns, page transitions, skeleton loading, scroll-linked animations, and gesture-based interactions for React.
vibeeval/vibecosystem 458
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first-order-odes
Problem-solving strategies for first order odes in odes pdes
vibeeval/vibecosystem 458
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layered-recall
Progressive memory recall with 4 scope layers AND 3 depth layers. Scope: identity > project > room > deep. Depth: IDs only > summary > full. 10-50x token savings through fetch-on-confirmation pattern.
vibeeval/vibecosystem 458
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no-polling-agents
No Polling for Background Agents
vibeeval/vibecosystem 458
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validate-agent
Validation agent that validates plan tech choices against current best practices
vibeeval/vibecosystem 458
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contour-integrals
Problem-solving strategies for contour integrals in complex analysis
vibeeval/vibecosystem 458
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qlty-check
Code quality checks, formatting, and metrics via qlty CLI
vibeeval/vibecosystem 458
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clickhouse-io
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
vibeeval/vibecosystem 458
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experiment-loop
Autonomous experiment loop: hypothesize > modify > test > evaluate > keep/discard > repeat. Run N experiments automatically with measurable metrics. Works for performance optimization, A/B testing, prompt engineering, and any measurable improvement task.
vibeeval/vibecosystem 458
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saas-payment-patterns
Payment provider abstraction, webhook security, subscription lifecycle, dunning flows, pricing models, invoicing, tax handling, and refund patterns for SaaS applications.
vibeeval/vibecosystem 458
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minimax-xlsx
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.
vibeeval/vibecosystem 458
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mot
System health check (MOT) for skills, agents, hooks, and memory
vibeeval/vibecosystem 458
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complete-skill
A complete skill for E2E testing
vibeeval/vibecosystem 458
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search-tools
Search Tool Hierarchy
vibeeval/vibecosystem 458
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completion-check
Completion Check: Verify Infrastructure Is Wired
vibeeval/vibecosystem 458
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knowledge-graph
Knowledge graph integration for token-efficient codebase understanding. Uses codebase-memory MCP for AST indexing, dependency graphs, and smart context selection. 6-71x token savings vs raw file reading.
vibeeval/vibecosystem 458
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error-boundary
React error boundary hierarchy, fallback UI patterns, offline-first fallback, retry mechanisms, and graceful degradation.
vibeeval/vibecosystem 458
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agentic-workflow
Agentic Workflow Pattern
vibeeval/vibecosystem 458
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firecrawl-scrape
Scrape web pages and extract content via Firecrawl MCP
vibeeval/vibecosystem 458