Coding & Dev Tools

Reviews pull request diffs for correctness, security, maintainability, and test coverage, providing severity-ranked findings and a close-out recommendation.

Creates a complete change proposal with design, specs, and tasks in one step, ready for implementation.

Design, simulate, and run quantum circuits on simulators and quantum hardware using Google's Cirq framework.

Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.

Design and implement production-grade GraphQL APIs with schema design, DataLoader for N+1 prevention, Apollo Client caching, and federation patterns.

Answers questions about a codebase by searching and reading source files, then synthesizing answers with inline citations and a key files table.

Creates, manipulates, and analyzes complex networks and graphs using the NetworkX Python package, including graph algorithms, synthetic network generation, I/O, and visualization.

Provides expert guidance on modern Rust development, covering async patterns, advanced type system features, and production-ready systems programming.

Routes quality reviews to specialized critic agents based on file type or flags, covering peer review, code review, and manuscript polish.

Delegates a task to OpenAI's Codex CLI for an independent review or second opinion, with guidance on prompt construction and handling output.

Creates a GitHub pull request with an auto-generated summary, running mandatory pre-commit and code-quality review gates, plus optional deep-review subagents, and posts findings into the PR body.

Submit one or more wandb-logged training/finetuning runs to the HPC scheduler. `WANDB_PROJECT` is fixed per repo (snake_case basename); `WANDB_RUN_GROUP` is picked per invocation. The training script must take the experiment/group name as a config key (e.g. Hydra `meta.experiment_name=<group>`); the skill passes it on the command line. The working tree is committed first so each run pins to a real SHA. Delegates SLURM/PBS templating to `cluster-instructions`. Use when the user asks to submit, queue, launch, or kick off a wandb training/finetuning job.

Thin orchestrator — runs capture-brief, sam-scan, and competitive-snapshot in order for a new pursuit row. Use when user wants standard admin kickoff without running three buttons manually.

Build a USASpending relationship snapshot for the incumbent and buying agency on a pursuit row. Use when user needs award flows and rel counts before battlecard or teaming work — deterministic from DuckDB bulk.

Algebra Based Testing Skill

Botany Based Analysis Skill

Advanced Logic Testing Skill

Applied Algebra Design Skill

Botany Analysis Expert Skill

Calculus Based Testing Skill

Acoustics Based Testing Skill

Applied Botany Modeling Skill

Applied Virology Design Skill

Biophysics Based Design Skill

Botany Based Validation Skill

Calculus Based Modeling Skill

Cosmology Based Testing Skill

Acoustics Based Analysis Skill

Advanced Botany Analysis Skill

Advanced Topology Design Skill

Algebra Based Validation Skill

Algorithms Design Expert Skill

Applied Catalysis Design Skill

Publish to npm, create README, set up repo, and log the shipment

Scan for viral app opportunities from trends, gaps, and user pain points

Follow a request end-to-end through the stack from route to database