This file is byte-identical to the first copy the registry indexed, one of 79 indexed copies. Same content hash, so the same checks give both the same grade.
AGENTS.md from pku-yuangroup/openai4s is an AGENTS.md file: the standing instructions coding agents read in that repo.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
The line at the top of this page pins the label git:20260706.f0fd27c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_ei7g5edzvmwzorb4
GET https://markdownregistry.com/api/v1/resolve?ref=pku-yuangroup/openai4s/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/6ebdb617a8104a7756d0cf36578ab01103dc9f07e4dc6feb751296b9c402faf7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
pku-yuangroup/openai4s · skills/admet_genetic/SKILL.md · ADMET-guided genetic molecule optimization workflow from seed SMILES; use when the agent needs to build or run an…
pku-yuangroup/openai4s · skills/alphafold2/SKILL.md · Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022…
pku-yuangroup/openai4s · skills/audit-dataset/SKILL.md · Audit tabular datasets before analysis or training for schema drift, missing values, duplicate rows or IDs, target…
pku-yuangroup/openai4s · skills/bioskills/bio-alignment-alignment-trimming/SKILL.md · Trim multiple sequence alignments using ClipKIT, trimAl, BMGE, Divvier, or HMMcleaner with mode selection guidance per…
pku-yuangroup/openai4s · skills/bioskills/bio-alignment-files-alignment-amplicon-clipping/SKILL.md · Trim PCR primers from aligned reads in amplicon-panel BAMs using samtools ampliconclip. Use when processing SARS-CoV-2…
pku-yuangroup/openai4s · skills/bioskills/bio-alignment-files-alignment-filtering/SKILL.md · Filter alignments by flags, mapping quality, and regions using samtools view and pysam. Use when extracting specific…
pku-yuangroup/openai4s · skills/bioskills/bio-alignment-files-alignment-indexing/SKILL.md · Create and use BAI/CSI indices for BAM/CRAM files using samtools and pysam. Use when enabling random access to…
pku-yuangroup/openai4s · skills/bioskills/bio-alignment-files-alignment-sorting/SKILL.md · Sort alignment files by coordinate or read name using samtools and pysam. Use when preparing BAM files for indexing…
