Topic: claude-code-plugin
1,213 skills in this topic.
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riff
Self-contained parallel generator — invoke directly, do not decompose. Generates 3-10 app variations in parallel for comparing ideas. Use when user says "explore options", "give me variations", "riff on this", "brainstorm approaches", or wants to see multiple interpretations of a concept.
popmechanic/VibesOS 61
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sell
Self-contained SaaS automation — invoke directly, do not decompose. Transforms a Vibes app into a multi-tenant SaaS with subdomain-based tenancy. Adds Pocket ID authentication, subscription gating, and generates a unified app with landing page, tenant routing, and admin dashboard. Use when the user wants to monetize an app, add auth and billing, create a SaaS product, add subscriptions, or turn an app into a business.
popmechanic/VibesOS 61
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test
Self-contained test automation — invoke directly, do not decompose. End-to-end integration test that assembles a fixture, deploys to Cloudflare (with auto-provisioned Connect), and presents a live URL for browser verification. Use when testing the plugin, running E2E tests, verifying deployment works, or checking that templates assemble correctly.
popmechanic/VibesOS 61
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upload-dmg
Upload the latest desktop DMG and update artifacts to install.vibesos.com. Use when the user says "upload the DMG", "update install link", "push new DMG", or "release desktop app".
popmechanic/VibesOS 61
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vibes
Self-contained app generator — invoke this skill directly, do not decompose into sub-steps. Generates React web apps with TinyBase reactive data store. Use when creating new web applications, adding components, or working with real-time data. Ideal for quick prototypes and single-page apps that need real-time data sync.
popmechanic/VibesOS 61
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vibes-brainstorm
Lightweight requirements gathering before app generation. Asks non-technical multiple-choice questions to understand user intent, then produces a brief for the generate prompt.
popmechanic/VibesOS 61
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planning
Comprehensive feature planning and execution system. Provides workflows for creating plans, decomposing into features, and pull-based execution. Uses Beads as source of truth for state management.
NotMyself/planning-system 6
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design-postgis-tables
Comprehensive PostGIS spatial table design reference covering geometry types, coordinate systems, spatial indexing, and performance patterns for location-based applications
timescale/pg-aiguide 1,661
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design-postgres-tables
Use this skill for general PostgreSQL table design.
**Trigger when user asks to:**
- Design PostgreSQL tables, schemas, or data models when creating new tables and when modifying existing ones.
- Choose data types, constraints, or indexes for PostgreSQL
- Create user tables, order tables, reference tables, or JSONB schemas
- Understand PostgreSQL best practices for normalization, constraints, or indexing
- Design update-heavy, upsert-heavy, or OLTP-style tables
**Keywords:** PostgreSQL schema, table design, data types, PRIMARY KEY, FOREIGN KEY, indexes, B-tree, GIN, JSONB, constraints, normalization, identity columns, partitioning, row-level security
Comprehensive reference covering data types, indexing strategies, constraints, JSONB patterns, partitioning, and PostgreSQL-specific best practices.
timescale/pg-aiguide 1,661
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find-hypertable-candidates
Use this skill to analyze an existing PostgreSQL database and identify which tables should be converted to Timescale/TimescaleDB hypertables.
**Trigger when user asks to:**
- Analyze database tables for hypertable conversion potential
- Identify time-series or event tables in an existing schema
- Evaluate if a table would benefit from Timescale/TimescaleDB
- Audit PostgreSQL tables for migration to Timescale/TimescaleDB/TigerData
- Score or rank tables for hypertable candidacy
**Keywords:** hypertable candidate, table analysis, migration assessment, Timescale, TimescaleDB, time-series detection, insert-heavy tables, event logs, audit tables
Provides SQL queries to analyze table statistics, index patterns, and query patterns. Includes scoring criteria (8+ points = good candidate) and pattern recognition for IoT, events, transactions, and sequential data.
timescale/pg-aiguide 1,661
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migrate-postgres-tables-to-hypertables
Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation.
**Trigger when user asks to:**
- Migrate or convert PostgreSQL tables to hypertables
- Execute hypertable migration with minimal downtime
- Plan blue-green migration for large tables
- Validate hypertable migration success
- Configure compression after migration
**Prerequisites:** Tables already identified as candidates (use find-hypertable-candidates first if needed)
**Keywords:** migrate to hypertable, convert table, Timescale, TimescaleDB, blue-green migration, in-place conversion, create_hypertable, migration validation, compression setup
Step-by-step migration planning including: partition column selection, chunk interval calculation, PK/constraint handling, migration execution (in-place vs blue-green), and performance validation queries.
timescale/pg-aiguide 1,661
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pgvector-semantic-search
Use this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search.
**Trigger when user asks to:**
- Store or search vector embeddings in PostgreSQL
- Set up semantic search, similarity search, or nearest neighbor search
- Create HNSW or IVFFlat indexes for vectors
- Implement RAG (Retrieval Augmented Generation) with PostgreSQL
- Optimize pgvector performance, recall, or memory usage
- Use binary quantization for large vector datasets
**Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search
Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
timescale/pg-aiguide 1,661
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postgres-hybrid-text-search
Use this skill to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
**Trigger when user asks to:**
- Combine keyword and semantic search
- Implement hybrid search or multi-modal retrieval
- Use BM25/pg_textsearch with pgvector together
- Implement RRF (Reciprocal Rank Fusion) for search
- Build search that handles both exact terms and meaning
**Keywords:** hybrid search, BM25, pg_textsearch, RRF, reciprocal rank fusion, keyword search, full-text search, reranking, cross-encoder
Covers: pg_textsearch BM25 index setup, parallel query patterns, client-side RRF fusion (Python/TypeScript), weighting strategies, and optional ML reranking.
timescale/pg-aiguide 1,661
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setup-timescaledb-hypertables
Use this skill when creating database schemas or tables for Timescale, TimescaleDB, TigerData, or Tiger Cloud, especially for time-series, IoT, metrics, events, or log data. Use this to improve the performance of any insert-heavy table.
**Trigger when user asks to:**
- Create or design SQL schemas/tables AND Timescale/TimescaleDB/TigerData/Tiger Cloud is available
- Set up hypertables, compression, retention policies, or continuous aggregates
- Configure partition columns, segment_by, order_by, or chunk intervals
- Optimize time-series database performance or storage
- Create tables for sensors, metrics, telemetry, events, or transaction logs
**Keywords:** CREATE TABLE, hypertable, Timescale, TimescaleDB, time-series, IoT, metrics, sensor data, compression policy, continuous aggregates, columnstore, retention policy, chunk interval, segment_by, order_by
Step-by-step instructions for hypertable creation, column selection, compression policies, retention, continuous aggregates, and indexes.
timescale/pg-aiguide 1,661
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researcher
Use when asked to create research documents, generate PDFs, make one-pagers, or create cheatsheets.
Triggers: "research document", "generate PDF", "one-pager", "cheatsheet", "distinctive design".
Provides HTML/Markdown/PDF with Terminal, Editorial, Corporate, Industrial, Fresh aesthetic presets.
jontsai/claude-plugins 3
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review-pr
Generate a guided PR review tour that walks through code changes in logical order.
Creates a "street guide" with landmarks, context, and review priorities.
Triggers: "review PR #123", "walk me through this PR", "PR tour guide", "explain this PR", "review and approve".
Supports CLI display, PR comments, and human-style inline reviews. Can approve PRs with semantic messages.
jontsai/claude-plugins 3
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requirement-analysis
Analyze collected requirements from interviews, detect ambiguities, generate structured specifications, and suggest implementation approaches
h315uk3/symbiosis 10
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critical-code-reviewer
Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers (Blocking, Required, Suggestions) and specific, actionable recommendations.
posit-dev/skills 224
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describe-design
Research a codebase and create architectural documentation describing how features or systems work. Use when the user asks to: (1) Document how a feature works, (2) Create an architecture overview, (3) Explain code structure for onboarding or knowledge transfer, (4) Research and describe a system's design. Produces markdown documents with Mermaid diagrams and stable code references suitable for humans and AI agents.
posit-dev/skills 224
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cli
Comprehensive R package for command-line interface styling, semantic messaging, and user communication. Use this skill when working with R code that needs to: (1) Format console output with inline markup and colors, (2) Display errors, warnings, or messages with cli_abort/cli_warn/cli_inform, (3) Show progress indicators for long-running operations, (4) Create semantic CLI elements (headers, lists, alerts, code blocks), (5) Apply themes and customize output styling, (6) Handle pluralization in user-facing text, (7) Work with ANSI strings, hyperlinks, or custom containers. Also use when migrating from base R message/warning/stop, debugging cli code, or improving existing cli usage.
posit-dev/skills 224
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mirai
Help users write correct R code for async, parallel, and distributed computing using mirai. Use when users need to: run R code asynchronously or in parallel, write mirai code with correct dependency passing, set up local or remote parallel workers, convert code from future or parallel, use parallel map operations, integrate async tasks with Shiny or promises, or configure cluster/HPC computing.
posit-dev/skills 224
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r-cli-app
Build command-line apps in R using the Rapp package. Use when creating a CLI tool in R, adding argument parsing to an R script, turning an R script into a command-line app, shipping CLIs in an R package, or using Rapp (the alternative Rscript front-end). Also use for shebang scripts, exec/ directory in R packages, or subcommand-based R tools.
posit-dev/skills 224
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r-package-development
R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests, writing documentation, or building package infrastructure.
posit-dev/skills 224
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brand-yml
Create and use brand.yml files for consistent branding across Shiny apps and Quarto documents. Use when working with brand styling, colors, fonts, logos, or corporate identity in Shiny or Quarto projects. Covers: (1) Creating new _brand.yml files from brand guidelines, (2) Applying brand.yml to Shiny for R apps with bslib, (3) Applying brand.yml to Shiny for Python apps with ui.Theme, (4) Using brand.yml in Quarto documents, presentations, dashboards, and PDFs, (5) Modifying existing brand.yml files, (6) Troubleshooting brand integration issues. Includes complete specifications and framework-specific integration guides.
posit-dev/skills 224