guangtou_vibe

Guidance and a bundled round-tripping parser for the GALFIT 2-D galaxy image-fitting code (Peng 2002/2010). Use when the task involves GALFIT input/output files (`.galfit`, `.feedme`, `galfit.NN` restart files), GALFIT constraint files, invoking the GALFIT binary, converting GALFIT configs to or from YAML/JSON, or questions about GALFIT profile parameters (sersic, nuker, moffat, king, ferrer, edgedisk, expdisk, devauc, gaussian, psf, sky) and hidden blocks (C0 diskyness/boxyness, Fourier modes, bending modes, coordinate rotation R0-R10, truncation T0-T10).

Systematic multi-agent workflow combining quick redundancy scanning with targeted deep dives for comprehensive research coverage

AutoProf non-parametric galaxy isophote fitting pipeline. Use when fitting galaxy surface brightness profiles with AutoProf's FFT-based method, benchmarking against photutils/GALFIT, or running AutoProf programmatically on FITS images.

Bayesian Sérsic profile fitting for galaxy photometry using JAX/NumPyro. Use when fitting galaxy surface brightness profiles, extracting structural parameters, or performing multi-component galaxy decomposition.

STILTS (Starlink Tables Infrastructure Library Tool Set) - Command-line tools for processing astronomical tabular data

Access Hyper Suprime-Cam (HSC) Subaru Strategic Program (SSP) survey data using official tools

Bayesian SED fitting with BAGPIPES using default models and nautilus sampler

Access and analyze SPHEREx spectrophotometric data from IRSA (NASA/IPAC Infrared Science Archive)

Delegate coding tasks to Kimi CLI (Moonshot AI's coding agent). Use for building features, refactoring, PR reviews, and autonomous coding sessions. Requires the kimi CLI installed.

Specialized knowledge for managing MUST requirements, risks, and interfaces using the Qingsong wrapper around Doorstop. Use when creating, updating, or analyzing the requirements network (REQ, RSK, IFC, DOC, DAT, NOTE).

NASA ADS literature search and API execution guidance for publication/citation retrieval. Use when building ADS queries, translating research questions into ADS search syntax, selecting Solr fields/operators, calling ADS API endpoints (search, metrics, export, libraries, visualizations), or troubleshooting ADS API authentication/query issues.

Guidance for safe, compliant use of arXiv public APIs (legacy arXiv API, OAI-PMH, RSS) including query construction, paging, Atom feed parsing, and strict rate-limit/timeout compliance (one request every three seconds, single connection).

Create a clean context handover package for software projects. Use when the user asks for session handoff, context preservation, or types "$handover" (or asks for "/handover") near context limits. Produce a detailed summary file, a next-session starter prompt, and an optional Obsidian-ready development snapshot.

Create faithful, concise Obsidian markdown journal notes for software work. Use when asked to summarize development progress, lessons learned, and key issues or next steps for a repository session, checkpoint, handoff, or retrospective.

Guidance for using the Legacy Survey DR10 data (images and catalogs) through viewer URL APIs and release file structure, with local cache refresh workflows, maskbits interpretation, and known-issues checks. Use when tasks involve cutouts, tractor/sweep catalogs, bricks, or quality masking for Legacy Survey data products.

Commit all changes, then merge the current branch into main. Use when the user wants to finalize a feature branch by committing all work and merging it back to the main branch with a merge commit.

Summarize current development progress in 1-2 precise sentences using recent commits, working tree state, and recent session notes; optionally append the summary to today's Obsidian daily note.