Agent skills

Use when positioning a USENIX FAST submission against the storage-systems literature across FAST, OSDI, ATC, SOSP, EuroSys, HotStorage…

Use when strengthening USENIX FAST reproducibility and open-science evidence, covering device and firmware provenance, device-state…

Use when reasoning about how a USENIX FAST submission is evaluated, covering double-blind program-committee review with outside referees…

Use when auditing a USENIX FAST submission for HotCRP readiness, covering the choice between the Spring and Fall deadlines, abstract…

Use when deciding what belongs in a USENIX FAST paper body versus its artifact and appendices, covering the USENIX two-column page budget…

Use when deciding whether a storage project belongs at USENIX FAST or should be routed to OSDI, ATC, NSDI, EuroSys, HotStorage, MSST…

Use when revising a USENIX FAST paper for a storage contribution on the first page, a design/mechanism narrative a storage reviewer can…

Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0.

FastAPI advanced patterns including lifespan, dependencies, middleware, and Pydantic settings.

Master FastAPI dependency injection for building modular, testable APIs.

Use when FastAPI validation with Pydantic models.

Build, test, and deploy Python MCP servers.

Build MCP servers in Python with FastMCP framework to expose tools, resources, and prompts to LLMs.

Analyzes TikTok Shop market category scale, growth trajectories, and competition dynamics using the FastMoss data gateway.

Searches and analyzes TikTok Shop livestream sessions by title, creator, or time window using FastMoss e-commerce intelligence data.

Analyzes TikTok Shop product portfolios, category breakdowns, and pricing tiers using FastMoss cross-border e-commerce intelligence data.

Analyzes single TikTok Shop video performance and associated product sales using FastMoss e-commerce intelligence data.

Setup, tool selection & error resolution guide for the Fastr MCP Suite.

Sync Fathom meeting data to CRM and build automated follow-up workflows.

Build a meeting analytics pipeline with Fathom transcripts and summaries.

Optimize Fathom API usage and plan selection.