Find the perfect skill
Think Ahead
Productivity
Reads the current work state (git status, diff, recent commits) and checks alignment with the plan. Spots dependencies, blockers, and suggests next moves in priority order. Useful between work cycles for strategic planning.
Portfolio Optimization
Business & Administration
Optimize project selection under constraints using mathematical optimization techniques. Maximize portfolio value while respecting budget, resource, and strategic alignment requirements.
Skill Writer
Development
Guides users through creating Agent Skills for Claude Code, including writing SKILL.md files, frontmatter, and skill structure. Use when the user wants to create, author, or design a new Skill, or needs help with skill formatting and validation.
Rate Limiting Implementation
DevOps
Implement rate limiting for API endpoints using database-backed usage tracking. Restrict requests per user over a specified time period.
Dependencies Auditor (L3)
DevOps
Specialized worker auditing dependencies, detecting outdated packages, unused deps, reinvented wheels, and CVE vulnerabilities. Modes: full or vulnerabilities_only.
Multi-Tenancy Models
Development
Use when choosing multi-tenant architecture patterns. Covers Pool (shared), Silo (isolated), and Bridge (hybrid) models with decision frameworks for isolation, cost, and scale trade-offs.
Start a drift session
Development
Record the current git SHA and session metadata (ticket ID, planned work) to `.drift/config.json` to begin tracking how code drifts from plan. Automatically initialises the `.drift/` directory and fetches Jira ticket details for planned work if no text is provided.
GUI Task Automation
Productivity
Start an AutoGLM GUI automation task for browser workflows: filling forms, searching, extracting data, navigating multi-step sites.
Startup Business Case Generator
Content
Generates a full investor-ready business case covering market opportunity, solution, financials, competitive landscape, team, risks, and funding ask. Helps startups prepare for fundraising or strategic planning by structuring all key sections of a business case document.
MeRIP-seq m6A Analysis Pipeline
Data & AI
End-to-end epitranscriptomic m6A modification analysis pipeline from quality control through peak calling and differential methylation detection.
Paper Image Extractor
Data & AI
Extracts figures from academic papers, prioritizing arXiv source packages for high-quality images.
Expert Data Scientist
Data & AI
Expert data scientist for advanced analytics, machine learning, and statistical modeling to drive data-driven business insights.