163-java-profiling-refactor SKILL.md skillA
163-java-profiling-refactor from jabrena/plinth is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jabrena/plinth/163-java-profiling-refactor@v0.19.0Pins v0.19.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jabrena/plinth
- Path
skills/163-java-profiling-refactor/SKILL.md- Versions recorded
- 6
- Latest version
- v0.19.0, committed Sep 26, 2026
- First version recorded
- Apr 26, 2026
- Size
- 3,528 bytes
- Repository stars
- 461
- License
- Apache-2.0
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…
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
# Java Profiling Workflow / Step 3 / Refactor code to fix issues Implement refactoring based on trusted profiling analysis: review repository-owned or maintainer-sanitized profiling-problem-analysis-YYYYMMDD.md and profiling-solutions-YYYYMMDD.md files as evidence, identify specific performance bottlenecks, and refactor code to fix them. Ensure all tests pass after changes. **What is covered in this Skill?** - Review trusted analysis notes: docs/profiling-problem-analysis-YYYYMMDD.md, docs/profiling-solutions-YYYYMMDD.md - Identify specific bottlenecks from the documented findings - Refactor code to address CPU hotspots, memory leaks, threading issues, or other performance problems - Run verification: ./mvnw clean verify or mvn clean verify **Scope:** Changes must pass all tests. Apply fixes incrementally and verify after each significant change. ## Constraints Verify that changes pass all tests before considering the refactoring complete. - **MANDATORY**: Run `./mvnw clean verify` or `mvn clean verify` after applying refactoring - **SAFETY**: If tests fail, fix issues before proceeding …
Read the whole file at its exact version.
How to install
mdr add jabrena/plinth/163-java-profiling-refactor@sha256:68a662c2e03302dfThe line at the top of this page pins the label v0.19.0, 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_uv7nq6ipmerfzvp2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 26, 2026 and Sep 26, 2026, about one every 31 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.19.0 latest | 2026-09-26 | 9569c35 | 3,528 B | A | view · diff |
| v0.18.0 | 2026-08-01 | 26b0e71 | 3,528 B | A | view · diff |
| v0.17.0 | 2026-07-10 | aaee915 | 3,528 B | A | view · diff |
| v0.16.0 | 2026-06-15 | b73c9d3 | 2,926 B | A | view · diff |
| v0.15.0 | 2026-05-29 | a800339 | 2,926 B | A | view · diff |
| v0.15.0-SNAPSHOT | 2026-04-26 | 819f349 | 2,935 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 (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
jabrena/plinth · 461 stars · license Apache-2.0 · pushed 2026-11-06 · 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/68a662c2e03302dfa78101315b71b4820871ac79eb600cf9ab60ee3578a5bd0b
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.