llm-ai
132
context-engineering
Active context curation to fight context rot. Curates what goes into limited context window from constantly evolving information universe. 39% improvement, 84% token reduction.
VAMFI
data-ai
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
data-analysis
132
markdown-tables
Use when creating or formatting tables in markdown. Covers table syntax, alignment, escaping, and best practices.
TheBushidoCollective
data-ai
data-analysis
132
visualization
Create interactive chart visualizations (bar, line, pie) from data.
aws-samples
data-ai
data-analysis
132
google-web-search
Google web search with integrated image results
aws-samples
data-ai
data-engineering
132
java-streams-api
Use when Java Streams API for functional-style data processing. Use when processing collections with streams.
TheBushidoCollective
data-ai
data-engineering
132
ecto-changesets
Use when validating and casting data with Ecto changesets including field validation, constraints, nested changesets, and data transformation. Use for ensuring data integrity before database operations.
TheBushidoCollective
data-ai
data-engineering
132
graphql-performance
Use when optimizing GraphQL API performance with query complexity analysis, batching, caching strategies, depth limiting, monitoring, and database optimization.
TheBushidoCollective
data-ai
data-engineering
132
scala-collections
Use when scala collections including immutable/mutable variants, List, Vector, Set, Map operations, collection transformations, lazy evaluation with views, parallel collections, and custom collection builders for efficient data processing.
TheBushidoCollective
data-ai
data-engineering
132
tensorflow-data-pipelines
Create efficient data pipelines with tf.data
TheBushidoCollective
data-ai
data-engineering
132
python-data-classes
Use when Python data modeling with dataclasses, attrs, and Pydantic. Use when creating data structures and models.
TheBushidoCollective
data-ai
llm-ai
131
gemini-to-seedream-migration
Migrate AI image generation from Google Gemini 2.5 Flash to BytePlus SeeDream v4.5. Use when: (1) User wants to switch from Gemini to SeeDream/BytePlus for image generation, (2) User asks about migrating image generation APIs or replacing Gemini with BytePlus, (3) User needs cost optimization or better image quality for AI-generated images, (4) User mentions SeeDream, BytePlus, or wants SDK-to-REST API migration for image generation
julianromli
data-ai
data-engineering
130
data-journalism
Data journalism workflows for analysis, visualization, and storytelling. Use when analyzing datasets, creating charts and maps, cleaning messy data, calculating statistics or building data-driven stories. Essential for reporters, newsrooms and researchers working with quantitative information.
jamditis
data-ai
data-engineering
130
python-pipeline
Python data processing pipelines with modular architecture. Use when building content processing workflows, implementing dispatcher patterns, integrating Google Sheets/Drive APIs, or creating batch processing systems. Covers patterns from rosen-scraper, image-analyzer, and social-scraper projects.
jamditis
data-ai
llm-ai
129
vibecoder-guide
Guides VibeCoder (non-technical users) through natural language development. Use when user asks what to do next, how to use the system, needs help, or is stuck. Do NOT load for: technical-user work, direct implementation requests, or reviews.
Chachamaru127
data-ai
data-analysis
129
seawater-sound-speed-calculation
Calculate sound speed in seawater from practical salinity, temperature, and pressure using the Gibbs Seawater Oceanographic Toolbox.
InternScience
data-ai
data-analysis
129
variant-gwas-associations
Query EBI GWAS Catalog for GWAS statistical associations (p-value, effect size, risk allele) between a variant and traits/diseases.
InternScience
data-ai
data-analysis
129
seawater-freezing-temperature
Calculate the freezing point temperature of seawater from absolute salinity and pressure using GSW thermodynamic equations.
InternScience
data-ai
data-analysis
129
buoyancy-acceleration-calculation
Calculate buoyancy forces and acceleration for fluid mechanics and hydrodynamics analysis.
InternScience
data-ai
data-engineering
129
molecular-docking-pipeline
Molecular Docking Pipeline - Complete docking workflow: retrieve protein structure, predict binding pockets, prepare receptor, and dock ligand. Use this skill for structural biology tasks involving retrieve protein data by pdbcode run fpocket convert pdb to pdbqt dock quick molecule docking. Combines 4 tools from 2 SCP server(s).
InternScience
data-ai
data-engineering
129
spectre
Run Cadence Spectre simulations remotely via virtuoso-bridge: upload netlists, execute, parse PSF results. TRIGGER when the user wants to run a SPICE/Spectre simulation from a netlist file, do transient/AC/PSS/pnoise analysis outside Virtuoso GUI, parse PSF waveform data, run multiple simulations in parallel across one or more servers, check simulation job status, or mentions Spectre APS/AXS modes. Also triggers for sim-jobs, sim-cancel, or parallel/concurrent simulation requests. Use this for standalone netlist-driven simulation — for GUI-based ADE Maestro simulation, use the virtuoso skill instead.
Arcadia-1
data-ai
data-engineering
129
v5-migration
The olm:v5 migration script, UpdateTagsService, batch processing, migrated_at, ClassifyTagsService deprecated mappings, and data migration from v4 category tables.
OpenLitterMap
data-ai
data-analysis
128
research-to-diagram
深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理，最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。
wshuyi
data-ai
llm-ai
128
prompt-authoring
Guidance for creating effective prompts, chains, and gates using CAGEERF methodology
minipuft
data-ai
data-engineering
128
tanstack-integration-best-practices
Best practices for integrating TanStack Query with TanStack Router and TanStack Start. Patterns for full-stack data flow, SSR, and caching coordination.
DeckardGer
data-ai