graalvm-native-image SKILL.md skillA
graalvm-native-image from robsonkades/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add robsonkades/agent-skills/graalvm-native-image@git:20261028.082d2f4Pins git:20261028.082d2f4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- robsonkades/agent-skills
- Path
skills/graalvm-native-image/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261028.082d2f4, committed Oct 28, 2026
- First version recorded
- Sep 11, 2026
- Size
- 14,428 bytes
- Repository stars
- 3
- License
- Apache-2.0
GraalVM Native Image: closed-world reachability, dynamic-feature metadata, class initialization and image-heap state, CPU targeting, GC and PGO choices, observability, and fair comparison with HotSpot. Use when deciding whether AOT fits a workload, diagnosing build or runtime-only failures, or validating startup, footprint, latency, throughput, build-cost, portability, and security trade-offs. Does not cover Graal as a JVM JIT (graalvm-jit), JVM-preserving startup strategies…
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
# GraalVM Native Image ## Purpose Choose Native Image only when its measured lifecycle economics and runtime behavior fit the workload. Ordinary closed-world AOT avoids runtime compilation and can materially improve cold startup and initial footprint, but it exchanges HotSpot's adaptive optimization and dynamic runtime for a longer, more resource-intensive build, a closed-world compatibility contract, and different GC and diagnostic capabilities. Neither Native Image nor a warmed JVM has a universal throughput or latency advantage. Prevent binaries that pass a happy-path test but fail on unregistered dynamic access, capture build-host state in the image heap, require CPU features absent from production, exceed container memory, or win a benchmark only because the JVM was measured before steady state. ## Decision framework | Dominant constraint | Native Image becomes attractive when | Prefer HotSpot or validate very carefully when | …
Read the whole file at its exact version.
How to install
mdr add robsonkades/agent-skills/graalvm-native-image@sha256:88e50e978bc758d0The line at the top of this page pins the label git:20261028.082d2f4, 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_itj2jk7jqypzrbji)
0 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Sep 11, 2026 and Oct 28, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.082d2f4 latest | 2026-10-28 | 082d2f4 | 14,428 B | A | view · diff |
| git:20261016.c769bd8 | 2026-10-16 | c769bd8 | 14,355 B | A | view · diff |
| git:20260927.9ecadfd | 2026-09-27 | 9ecadfd | 14,078 B | A | view · diff |
| git:20260923.832673e | 2026-09-23 | 832673e | 13,589 B | A | view · diff |
| git:20260911.37b054b | 2026-09-11 | 37b054b | 13,474 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 (14428 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
robsonkades/agent-skills · 3 stars · license Apache-2.0 · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_itj2jk7jqypzrbji GET https://markdownregistry.com/api/v1/resolve?ref=robsonkades/agent-skills/graalvm-native-image GET https://markdownregistry.com/api/v1/blob/88e50e978bc758d09f3d6a8ffd5e1078d39802e40002a91c376fa0e091b78bc4
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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