GitHub
task-spec
Create or update a task specification
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GitHub
beads-pr-prepare
Prepare a pull request title/body from a Beads task (optionally using gh)
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GitHub
beads-task-ready
List Beads tasks that are ready to start (no open blockers)
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GitHub
project-architecture-patterns
Architecture patterns for rRNA-Phylo project including FastAPI backend design, service organization, async task processing with Celery, Pydantic schemas, testing with pytest, Biopython integration, and API desi...
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GitHub
ml-tree-level4
Advanced Maximum Likelihood phylogenetics with model selection (AIC/BIC), tree search algorithms (NNI/SPR/TBR), and performance optimization (Numba/GPU)
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GitHub
ml-integration-patterns
Machine learning integration patterns for rRNA-Phylo covering three use cases - rRNA sequence classification (supervised learning with sklearn/PyTorch), multi-tree consensus (ensemble methods), and generative t...
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GitHub
tree-visualization
Comprehensive guide to phylogenetic tree visualization including matplotlib (Python), ggtree (R), and publication-quality figure generation. Covers rectangular, circular, radial layouts, bootstrap annotations,...
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GitHub
rrna-prediction-patterns
Guidelines for rRNA detection and prediction including prokaryotic (16S, 23S, 5S) and eukaryotic (18S, 28S, 5.8S, 5S) ribosomal RNA. Covers sequence patterns, secondary structure, HMM models, blast-based detect...
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GitHub
phylogenetic-methods
Comprehensive guide to phylogenetic tree building methods including distance-based (UPGMA, Neighbor-Joining), maximum likelihood (RAxML, IQ-TREE), and Bayesian inference (MrBayes). Covers multiple sequence alig...
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GitHub
divi-5-compatibility
Use this skill when validating CSS for Divi 5 compatibility, checking for unsupported features, troubleshooting Divi CSS issues, or when the user mentions CSS not working in Divi. Provides compatibility rules,...
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GitHub
divi-5-css-patterns
Use this skill when the user is writing CSS for Divi 5, creating styles for WordPress/Divi, working with Divi modules, or mentions Divi theme development. Provides CSS patterns, class naming conventions, select...
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GitHub
customer-experience
Expert customer service guidance from Madame Zelda for managing guest interactions, queue flow, and creating memorable festival experiences
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GitHub
security-vendor-management
Security protocols and vendor management expertise from Marcus covering emergency response codes, vendor relations, and operational safety
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GitHub
festival-operations
Expert knowledge for running winter festival operations covering customer experience, security, vendor relations, lost & found, and marketing communications
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GitHub
festival-marketing
Marketing and communications expertise from Elena covering last-minute requests, emergency protocols, channel selection, and timeline management for festival communications
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GitHub
lost-and-found
Lost and found operations expertise from Maria covering intake procedures, claiming process, fraud prevention, and pattern recognition for efficient item recovery
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GitHub
git-workflow
Commit and push changes to GitHub with proper messages. Use when ready to save changes, push to production, or deploy updates to GitHub Pages.
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GitHub
content-writer
Write fraternity-branded content for Alpha Phi Alpha Beta Chapter. Use when creating module descriptions, week summaries, motivational text, or any site copy.
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GitHub
video-curator
Find and evaluate AI tutorial videos for the curriculum. Use when searching for new videos, evaluating video quality, or updating the curriculum with better content.
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GitHub
site-updater
Update videos, modules, or styling on the Alpha AI Learning site. Use when adding/replacing videos, updating module content, changing week descriptions, or modifying site styling.
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GitHub
doc-formatter
Format documentation with emojis, status bars, and versioning matrix. Use when creating or updating README files, documentation, specs, or any markdown files.
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GitHub
api-integration
Design and implement REST API integrations with proper error handling, authentication, rate limiting, and testing. Use when building API clients, integrating third-party services, or when users mention API, RES...
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GitHub
create-ticket
Creates Jira tickets with proper formatting, acceptance criteria, and optionally sets up git branches and pull requests. Use when users want to create a new ticket, log a bug, request a feature, or when they me...
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GitHub
work-on-ticket
Pulls ticket details from Jira, creates feature branches with proper naming conventions, and handles planning steps. Use when starting work on a Jira ticket, creating branches for tickets, or when users mention...
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