pulse-sequence-design SKILL.md skillA
pulse-sequence-design from kewang0622/mri-research-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kewang0622/mri-research-skill/pulse-sequence-design@v0.14.0Pins v0.14.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kewang0622/mri-research-skill
- Path
skills/pulse-sequence-design/SKILL.md- Versions recorded
- 15
- Latest version
- v0.14.0, committed Oct 31, 2026
- First version recorded
- Sep 20, 2026
- Size
- 9,985 bytes
- Repository stars
- 31
- License
- MIT
Read before designing, exporting or simulating an MRI acquisition: pulse sequences, RF and gradient waveforms, k-space trajectories (Cartesian, radial, spiral, EPI), Pulseq/PyPulseq files and Bloch simulation of the export. Prevents silent errors in realized TE/TR/TI and echo spacing, sampling and coverage requirements, spoiling and receive phase, gradient continuity, slice selection, steady state and delivered simulations that differ from a fresh simulation of the file. Ships tested builders…
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.
What the file says
# MRFoundry: Pulse Sequence and Trajectory Design Prototype vendor-neutrally with PyPulseq. Treat the build script as a claim and the exported `.seq` as the evidence: measure the export, simulate the export, reconstruct from the simulation of the export. ## Fast path (sequence -> Bloch simulation -> reconstruction -> report) 1. **Simulator first** (it takes minutes): `pip install pypulseq sigpy matplotlib komamripy`, then start `python .agents/skills/pulse-sequence-design/scripts/test_seqlib.py > warmup.log 2>&1 &` (installs Julia + KomaMRI; keep logs in the workspace, /tmp may be read-only). If no Julia appears within about 3 minutes (empty log, a juliapkg lock wait, an install error), stop it and run `sh .agents/skills/pulse-sequence-design/scripts/setup_koma_julia.sh > koma.log 2>&1 &` (Julia 1.10 + KomaMRICore in ./koma_julia), then `simulate_with_koma(..., backend='julia')` with the paths it prints. Both backends give the same signal. Deliver KomaMRI output only: MRzero, EPG, homemade Bloch code and ideal-signal formulas have not matched KomaMRI replays of the same file (scale, sign and timing conventions differ). …
Read the whole file at its exact version.
How to install
mdr add kewang0622/mri-research-skill/pulse-sequence-design@sha256:da1651296fd7db74The line at the top of this page pins the label v0.14.0, 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.
[](https://markdownregistry.com/a/art_rzhol5zubramf47p)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 15 versions of this file, between Sep 20, 2026 and Oct 31, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.14.0 latest | 2026-10-31 | bd49b95 | 9,985 B | A | view · diff |
| v0.14.0 | 2026-10-31 | e7494be | 9,969 B | A | view · diff |
| v0.13.0 | 2026-10-31 | 7f9fccf | 9,341 B | A | view · diff |
| v0.13.0 | 2026-10-31 | be79937 | 9,044 B | A | view · diff |
| v0.13.0 | 2026-10-31 | 1928f1c | 8,521 B | A | view · diff |
| v0.8.0 | 2026-10-10 | 6e4408e | 8,965 B | A | view · diff |
| v0.8.0 | 2026-10-09 | 305d420 | 8,763 B | A | view · diff |
| v0.8.0 | 2026-10-07 | 4cc7dff | 8,654 B | A | view · diff |
| v0.7.0 | 2026-09-28 | adaaf21 | 8,396 B | A | view · diff |
| v0.7.0 | 2026-09-28 | 3b06da0 | 7,981 B | A | view · diff |
| v0.7.0 | 2026-09-24 | 90d0c56 | 7,388 B | A | view · diff |
| v0.7.0 | 2026-09-24 | f90c25f | 6,775 B | A | view · diff |
| v0.7.0 | 2026-09-22 | c1cd332 | 5,705 B | A | view · diff |
| v0.1.0 | 2026-09-22 | 6b2c20f | 4,351 B | A | view · diff |
| v0.1.0 | 2026-09-20 | a8f0a76 | 3,112 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9985 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kewang0622/mri-research-skill · 31 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rzhol5zubramf47p GET https://markdownregistry.com/api/v1/resolve?ref=kewang0622/mri-research-skill/pulse-sequence-design GET https://markdownregistry.com/api/v1/blob/da1651296fd7db74c61c06507a4e92559f1807f3063a8b214e58ea6b219a6bd3
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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.