Skills for your AI
Analyzes genomic sequences for alignment, variant calling, phylogenetics, functional annotation, comparative genomics, gene expression, structural variants, epigenetics, assembly, and clinical or applied genomics. Use when the user provides sequences, reads, e
Develops and refines scripts across genres with guidance on characters, plot, dialogue, settings, themes, tone, conflict, genre blending, research, and formatting. Use when the user needs help creating or improving a screenplay, TV script, or story elements fo
Searches and downloads NCBI GEO gene expression datasets (GSE, GSM, GPL, GDS) and GEO Profiles, retrieving metadata, expression matrices, and supplementary files. Use when the user wants to find GEO datasets, fetch a GSE series, filter samples by metadata, or
Collects, interprets, quality-checks, and reports geochemical data from rock, soil, water, and waste samples, covering statistics, anomaly detection, mapping, modeling, and environmental impact. Use when the user asks to compile survey data, prepare samples, o
Analyzes geographic risk factors such as natural disasters, climate, infrastructure, health, and cyber threats, producing maps, risk assessments, compliance gap reports, and stakeholder-ready summaries. Use when an insurance risk analyst needs data collection,
Interprets geological survey data into structures, maps, models, trend analyses, risk assessments and reports. Use when given survey tables, seismic traces, imagery, borehole logs, geochemical assays or fossil records and asked to analyze patterns, reconstruct
Supports geologists through environmental impact assessment work, from baseline data collection and impact analysis to compliance checks, risk registers, mitigation plans, stakeholder synthesis, and draft EIA reports. Use when starting an EIA, assessing projec
Plans geological fieldwork including site research, site selection, logistics, scheduling, permits, risk and environmental assessments, data collection, communication, and budgets. Use when a geologist needs help planning an expedition, selecting sites, obtain
Builds geological maps, models, and hazard assessments from satellite imagery, surveys, and field data. Use when identifying data sources, interpreting geological features, integrating geophysical data, digitizing maps, mapping hazards, sharing findings, build
Reads, transforms, analyzes, and maps geospatial vector data with GeoPandas from shapefiles, GeoJSON, GeoPackage, or PostGIS. Use when the user needs to load or save spatial data, manage CRS, run geometric operations, do spatial joins or overlays, build chorop
Produces a sectionized implementation plan from a markdown spec file through research, stakeholder interviews, spec synthesis, multi-LLM review, and section writing. Use when the user provides a spec file and wants a detailed implementation plan, plan review,
Detects system CPU, GPU, memory, and disk resources and recommends parallel processing, memory, GPU, and data-loading strategies for scientific computing tasks. Use when starting a compute-intensive task, checking available resources, or choosing between panda
Runs gget bioinformatics queries across genomic, sequence, and protein databases, including gene search, sequence retrieval, BLAST/BLAT, multiple sequence alignment, DIAMOND, protein structures, and reference genome links. Use when the user asks for gene info,
Fetches the open GitHub PR for the current branch, lists its review comment threads, applies fixes for the comments the user selects, and tracks which ones are already addressed. Use when the user asks to see, triage, or fix review comments on their PR.
Inspects failing GitHub Actions checks on a pull request, fetches and summarizes logs, and drafts a fix plan for approval before implementing changes. Use when a PR has failing checks, when asked to get CI logs, or to fix a failing GitHub Actions run.
Reviews code, architecture, performance, dependencies and security with blunt, technically precise criticism. Use when the user asks for a code quality review, architecture critique, performance bottleneck analysis, dependency assessment, or security vulnerabi
Analyzes staged git diffs to draft conventional-commits messages, review commit guidelines, and guide selective staging, multi-file commits, and amends. Use when the user asks for help writing or reviewing a commit message, wants to commit only part of their c
Manages project memory as a versioned file system under .GCC/, persisting milestones, branching alternatives, merging results, and recovering context. Use when the user asks to commit progress, branch an experiment, merge a branch, recover context, log decisio
Automates Git Flow branching, merging, releases, pull requests, and commit standardization in a git repository. Use when the user asks to create, finish, or clean up feature/release/hotfix branches, manage a release, generate a pull request, standardize commit
Designs and optimizes Git workflows, branching strategies, merge management, automation, releases, and monorepo structure for teams. Use when a team lacks a clear Git strategy, hits merge conflicts, needs branch protection or hooks, plans releases, or manages
Run parallel feature work safely with Git worktrees. Standardizes branch isolation, port allocation, environment sync, and cleanup so each worktree behaves like an independent local app. Optimized for multi-agent workflows where each agent or terminal session
Generates production-ready GitHub Actions workflow YAML from project analysis, covering CI, deployment, release, scheduled, security scanning, and Docker build workflows. Use when the user asks to create, set up, or secure a GitHub Actions workflow, or asks wh
Designs, secures, and audits GitHub Actions workflows with least-privilege permissions, pinned actions, OIDC authentication, and supply-chain scanning. Use when creating or optimizing CI/CD workflows, setting up OIDC cloud auth, adding security scanning, audit
Diagnoses GitHub Actions minute limits, sets an Actions budget, and slims deploy workflows to cut CI costs. Use when a deploy is blocked by a spending limit or failed payments, when Actions usage or the 2,000 free minutes need checking, or when a deploy.yml ne
