菜单
FLAMINGO simulation suite inventory: naming (L box, m resolution, variations, _DMO), fiducial and variation runs, directory layout under /FLAMINGO/. Use when choosing a run, locating data on the COSMA portal, or citing the simulation.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Deep-read an academic paper and produce a durable, critical research note — not a loose summary. Use when given a paper title, DOI, arXiv ID, publisher/PDF/GitHub URL, or local PDF, or when asked to read closely, summarize, extract contributions, analyze experiments, critique, compare to related work, reproduce results, or maintain a paper-reading repository index. Works across fields (astro/physics, ML, bio, security, …); examples lean astro-ph but the workflow is general.
Remote, slice-level access to FLAMINGO HDF5 files on COSMA via the `hdfstream` Python module — no need to download whole snapshots. Covers install, server connection, navigation, dataset slicing, multi-slice batched reads, and integration with swiftsimio. Use when reading any FLAMINGO data product remotely.
FLAMINGO past-lightcone products: virtual observers, particle lightcones, HEALPix shell maps, integrated_maps, and halo lightcones. Use when building mock surveys, stacking Compton-y or lensing maps, or cross-correlating with observations.
Review code changes against requirements and quality standards before merge. Use when dispatching a review subagent, after major features, before merging, or when the user asks for a code review. Requires reading the actual diff.
Style and structure for research manuscript text: IMRaD, hourglass narrative, formal tone, topic sentences, reproducible Methods, captions that tell the story. Use when drafting or editing titles, abstracts, sections, captions, or reports.
Iterative VLM review of compiled LaTeX PDFs for layout clashes (text vs figures, tables, long equations). Use after the first compile or any float/equation edit; loop fix-recompile-recheck until no clashes remain.
| name | flamingo-simulations |
| description | FLAMINGO simulation suite inventory: naming (L box, m resolution, variations, _DMO), fiducial and variation runs, directory layout under /FLAMINGO/. Use when choosing a run, locating data on the COSMA portal, or citing the simulation. |
Source of truth: FLAMINGO data release — Simulations
FLAMINGO is a large suite of cosmological hydrodynamical simulations (SWIFT + SWIFT-EAGLE subgrid physics) with matching dark-matter-only (_DMO) counterparts. The public release includes snapshots, halo catalogues, lightcones, and power spectra (Helly et al. 2026 data release paper).
L<box>_m<res>[_<variation>][_DMO]
L1 = 1, L2p8 = 2.8,
L5p6 = 5.6, L11p2 = 11.2). Runs without an L prefix use a 1 Gpc box.fgas-4sigma, Jet,
Planck, Mstar-1sigma). Applied to 1 Gpc / m9 unless noted.| Run | Box (Gpc) | Role |
|---|---|---|
| L1_m8 | 1.0 | Highest resolution fiducial |
| L1_m9 | 1.0 | Intermediate resolution fiducial |
| L1_m10 | 1.0 | Lowest resolution fiducial |
| L2p8_m9 | 2.8 | Flagship large volume |
Large DMO-only boxes include L5p6_m10_DMO and L11p2_m11_DMO (see portal DMO page).
Feedback / calibration: fgas+2sigma, fgas-2sigma, fgas-4sigma,
fgas-8sigma, Mstar-1sigma, Mstar-1sigma_fgas-4sigma, Jet,
Jet_fgas-4sigma.
Cosmology: Planck, PlanckNu0p24Var, PlanckNu0p24Fix, PlanckNu0p48Fix,
LS8. Subgrid parameters for variations: Kugel et al. 2023 (portal links to
parameter table).
Browse under /FLAMINGO/<box_res>/ then <run_name>/<run_name>/ for each
simulation. Typical product subdirectories (see layout):
snapshots/, snapshots_downsampled/, snapshots_reduced/SOAP-HBT/ — SOAP halo properties per snapshotHBT-HERONS/ — subhalo finder outputspower_spectra/ — ASCII P(k) filesparticle_lightcones/, healpix_maps/, halo_lightcone/, integrated_maps/Hydrodynamical and _DMO siblings are parallel run trees (e.g. L1_m9 vs
L1_m9_DMO).
Cite Schaye et al. 2023 for the suite, Kugel et al. 2023 for calibration, and the data-release paper / portal acknowledgements when using released products.
power_spectra/snapshots/