arm2arm/AstroAgentAssistant

s3-storage

S3/MinIO operations: connectivity, transfers, read benchmarks, and matplotlib visualization templates.

reana

Complete guide to the REANA reproducible analytics platform: Dockerized client setup, multi-backend profiles, workflow authoring patterns, S3 dataset workflows, and best practices. Covers dev/prod backends, serial workflows, REANA_WORKSPACE usage, and…

arepo-simulations

Complete guide to working with Arepo simulation HDF5 files: structure inspection, unit conversion, radial profiles, slice projections, and dimensionality reduction (UMAP/t-SNE) for clustering analysis.

astronomical-catalogs

Unified guide for querying major astronomical catalogs: Gaia DR3 (photometry, astrometry, cross-matches) and RAVE DR6 (radial velocities, spectroscopic parameters). Covers TAP querying via pyvo/curl, CSV/Parquet caching, CMD/RA-plot visualization, and 3D…

astronomy-analysis-project

Build reproducible Parquet astronomy analysis projects.

astronomy-research-umbrella

Umbrella for astronomy data workflows, TAP queries, simulation analysis, and domain-specific RAG/LLM patterns.

scientific-sky-map

Generate all-sky and sky-region maps with custom physics models, celestial coordinate transformations, and projection rendering. Covers Mollweide, Aitoff, orthographic, hammer, and equirectangular projections with the reliable inverse-project + bilinear…

sh26-plot-production

Use when producing SH26 paper figures and 50M Dask runs.

stellar-catalog-comparison

Use when comparing matched stellar-catalog parameters.

coding-agent-troubleshooting

Use when Claude Code, Codex, or OpenCode fail to connect.

external-coder-orchestration

Use when running multi-stage plans via external coding CLIs.

pi-coding-agent

Reusable Hermes skill: spawn a focused 'pi' coding subagent to run tests, implement fixes, and run reviewers using a safe, TDD-first workflow.

data-visualization-umbrella

Umbrella for large-data visualization, Datashader, Dask, Matplotlib patterns, and reproducible plotting workflows. Consolidates shboost, datashader, dask-large-parquet-joins, matplotlib-figs, and related plotting tips.

jupyter-live-kernel

Iterative Python via live Jupyter kernel (hamelnb).

matplotlib-pitfalls

Common matplotlib gotchas that silently produce wrong output — hexbin+log+inverted-axis blank plots, LogNorm usage, notebook cell source joining pitfalls.

memory-bounded-parquet-analysis

Use Dask for large Parquet data safely.

notebook-plot-migration

Migrate plots from older analysis notebooks into a consolidated target notebook, converting from hvplot/holoviews to matplotlib.

numpy-3d-raycaster

NumPy raycaster for 3D equirectangular video frames.

physics-chaos-sim

Interactive physics & chaos simulations as single-file HTML/JS apps. Covers double pendulum, coupled oscillators, N-body gravity, fluid dynamics, Ising model, reaction-diffusion, and more.

scientific-figure-production-qa

Use for large-catalog scientific figure QA.

sh26-data-sampling

Use when sampling or refreshing the ~5M row SH26 dataset.

starhorse-plots

Class-level plotting skill for working with StarHorse outputs (SH/SH26). Encodes preferred plot types, axis ranges, column conventions, and reproducible notebook patches used across sessions. Designed to be a living umbrella: add references/ examples from…

run-on-newton

Use when you want the agent to run, manage, and fetch SLURM jobs on the Newton cluster (141.33.4.144) using the enforced workdir /lustre/<user>/hermes.

s3-benchmarking

Benchmark read/write performance of S3-compatible storage endpoints (MinIO, VersityGW, rustfs).

s3-minio-utilities

General-purpose utilities for S3-compatible storage (MinIO, rustfs, Ceph, AWS S3). Covers endpoint testing via boto3, mc CLI troubleshooting, and recursive project upload/download workflows. Use when accessing any S3-compatible endpoint, uploading benchmark…

s3-storage-benchmark

Run comprehensive S3-compatible storage benchmarks — read speed comparison, synthetic write/read across object sizes (1KB, 1MB, 1GB), with automated plot generation and cleanup.

slurm-workflow-management

Manage SLURM cluster access, submit jobs, monitor runs, and collect outputs reproducibly.

tencentdb-agent-memory-integration

TencentDB deploy, asset creation, and Hermes proxy wiring.

webxr-deployment

Deploy WebXR apps via Docker, nginx, and HAProxy.

webxr-dev

Build WebXR portals and AR/VR browser apps in Three.js.

webxr-experience

Build WebXR portal doors. Use when creating portal doors.

webxr-hit-test-pitfalls

Debug hit-test failures and placement marker issues.

webxr-portal

Build WebXR portal AR apps for 3D browser portals.

workstation-security-audit

Read-only audit and hardening for GPU research workstations.

native-mcp

Complete guide to MCP in Hermes: the built-in native MCP client (config, transport types, security, troubleshooting), the mcporter CLI for ad-hoc server calls, and the AIP docs MCP server for library documentation search.

openwebui

Complete guide to integrating Hermes Agent with Open WebUI: S3-based media delivery, tool call emoji prefixing, image display fixes, and API server configuration.

web-search-backend-management

Manage web search in Hermes Agent: backend switching (firecrawl, tavily, exa, parallel, duckduckgo), API key management, and the standalone DuckDuckGo skill for CLI-based searching. Covers diagnosis, switching, and free alternatives.

local-llm-setup

Diagnose local LLMs, bridge formats for Claude Code, Codex.

vllm-docker-local-serving

Use when running vLLM in Docker on a local GPU host.

powerpoint-deck-customization

Generate, customize, and export PowerPoint decks with python-pptx — styling, white backgrounds, accent colors, PDF conversion via LibreOffice headless mode.