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Invoice Processor
Finance & Accounting
Processes and categorizes invoices automatically: extracts amounts, dates, vendors, and accounting codes.
Loom Plan Writer
Development
Creates Loom execution plans for orchestrating multi-stage development tasks. Enforces a DAG structure with mandatory knowledge-bootstrap and integration-verify stages, and maximizes throughput through two-level parallelization: subagents within stages (for non-overlapping files) and concurrent worktree stages (for overlapping files). Use this skill when you need to plan and orchestrate complex multi-step workflows with parallel execution.
Cancel Message Batch
Development
Cancel a message batch that is currently being processed. The batch transitions to a `canceling` state, and any in-progress non-interruptible requests may still complete. This is useful when you need to stop a batch early.
Embedding Hunt
Security
Uses embedding similarity to hunt for related behaviors across the environment. Starting from a confirmed malicious finding, it discovers behavior clusters, related entities, and variations of known attack patterns. Helps assess incident scope and detect coordinated or widespread threats.
Instapaper - Read Later
Productivity
Manage your Instapaper read-later queue from the command line. Save, organize, and access your saved articles and bookmarks efficiently.
Migrate Pages Router component to App Router
Development
Migrate a React component from Next.js Pages Router to App Router. Handles conversion of data fetching methods (getServerSideProps, getStaticProps), routing patterns, and hooks like useRouter and Head. Use when modernizing legacy Next.js pages to the App Router pattern.
Compliance Checklist Builder
Legal & Compliance
Builds regulatory compliance checklists tailored to your industry and jurisdiction.
MinT Migration Assistant
Development
Helps migrate LLM training code from frameworks like verl, TRL, or OpenRLHF to MinT. Maps source framework concepts to MinT equivalents, provides before/after code examples, and highlights key differences such as distributed training handling and loss functions. Useful for developers adopting MinT for reinforcement learning or fine-tuning workflows.
Deployment Pipeline Design
DevOps
Designs multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Ideal for architecting deployment workflows, setting up continuous delivery, or implementing progressive delivery.
Skills Validator
Development
Validates and reviews skill definitions against the Agent Skills specification. Checks YAML frontmatter, naming conventions, description quality, file structure, and best practices, providing actionable improvement suggestions with before/after examples. Ideal for catching errors and improving skill quality before committing.
Adding a Frontend Page in Yew
Development
Step-by-step guide for adding a new page to the Lightfriend Yew frontend. Covers creating the page component, adding a route variant and handler, declaring the module in the inline mod block (no mod.rs), and optionally adding a navigation link. Helps when you need to extend the UI with a new view.
Database Schema Extraction and ERD Inference
Development
Connects to MySQL, MSSQL, and Oracle databases to extract schema metadata and infer table relationships using FK constraints, naming patterns (_id, _cd, _code, _no), and column matching. Exports the inferred schema as DBML or Mermaid ERD diagrams, useful for reverse-engineering legacy databases or documenting existing data models.