jabrena/plinth · skills/163-java-profiling-refactor/SKILL.md

163-java-profiling-refactor skillA

163-java-profiling-refactor is agent-read markdown (skill) from jabrena/plinth: Use when you need to refactor Java code based on trusted profiling analysis findings — including reviewing repository-owned or maintainer-sanitized docs/profiling-problem-analysis and docs/profiling-solutions files, identifying specific performance bottlenecks, and implementing targeted code changes to address CPU, memory, or threading issues. This should trigger for requests such as Refactor the code with profiling; Apply profiling; Optimize hot path; Reduce allocations found in profiling; Fix .

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add jabrena/plinth/163-java-profiling-refactor@v0.18.0
Exact content
mdr add jabrena/plinth/163-java-profiling-refactor@sha256:adef285b7a363d71

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
v0.18.0 latest2026-08-01 26b0e71 3,528 BA view · diff
v0.17.02026-07-10 aaee915 3,528 BA view · diff
v0.16.02026-06-15 b73c9d3 2,926 BA view · diff
v0.15.02026-05-29 a800339 2,926 BA view · diff
v0.15.0-SNAPSHOT2026-04-26 819f349 2,935 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3528 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

GitHub

jabrena/plinth · 440 stars · license Apache-2.0 · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uv7nq6ipmerfzvp2
GET https://markdownregistry.com/api/v1/resolve?ref=jabrena/plinth/163-java-profiling-refactor
GET https://markdownregistry.com/api/v1/blob/adef285b7a363d715b5d4ed58442fd8d3c7ada6bfe3304b972fb83035cfd6c2d

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.