gtars SKILL.md skillA
gtars from k-dense-ai/scientific-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add k-dense-ai/scientific-agent-skills/gtars@v1.5Pins v1.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- k-dense-ai/scientific-agent-skills
- Path
skills/gtars/SKILL.md- Versions recorded
- 7
- Latest version
- v1.5, committed Oct 1, 2026
- First version recorded
- Jun 11, 2026
- Size
- 15,071 bytes
- Repository stars
- 53,159
- License
- MIT
Supports Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and refget/BEDbase planning across Python, Rust, and the CLI.
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
# Gtars Gtars provides native Rust implementations, Python bindings, and a feature-gated `gtars` binary for genomic interval and reference-sequence work. Start with the bundled local inspectors; call upstream code only after the data contract, provenance, resource bounds, and side effects are explicit. ## Verified snapshot (2026-10-01) - Published Python wheel: [`gtars==0.10.0`](https://pypi.org/project/gtars/0.10.0/), released 2026-09-05, `Requires-Python >=3.10`; local examples were exercised on Python 3.12 with synthetic intervals, fragments, and FASTA. - Rust meta-crate and CLI: [`gtars=0.10.0`](https://crates.io/crates/gtars/0.10.0) and [`gtars-cli=0.10.0`](https://crates.io/crates/gtars-cli/0.10.0), released 2026-09-05. The binary is `gtars`; the wrapper's default feature set is empty. Rust/CLI examples are source-reviewed templates, not compiled executions. - Direct [`gtars-refget=0.11.0`](https://crates.io/crates/gtars-refget/0.11.0) was released 2026-09-22. Its Rust `list_sequences()` now returns a `Result`. The wrapper requests refget 0.10.x; keep Cargo.lock because component dependencies use compatible ranges, not exact pins. …
Read the whole file at its exact version.
How to install
mdr add k-dense-ai/scientific-agent-skills/gtars@sha256:c3586bcfa1e8d89aThe line at the top of this page pins the label v1.5, 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_pdbkqx2c4a3gtww2)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 11, 2026 and Oct 1, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.5 latest | 2026-10-01 | a92663a | 15,071 B | A | view · diff |
| v1.4 | 2026-09-30 | ce9e6e9 | 13,667 B | A | view · diff |
| v1.3 | 2026-09-02 | 1e5eeff | 13,219 B | A | view · diff |
| v1.2 | 2026-07-26 | 2f2022d | 12,261 B | A | view · diff |
| v1.1 | 2026-07-26 | b085e11 | 12,268 B | A | view · diff |
| v1.1 | 2026-07-24 | 025a3a6 | 12,272 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 7,823 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 (15071 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
k-dense-ai/scientific-agent-skills · 53,159 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pdbkqx2c4a3gtww2 GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/gtars GET https://markdownregistry.com/api/v1/blob/c3586bcfa1e8d89a2abb23d74496d41e68daec5e7a8af6cefb9080a0ed469161
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.
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