LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine…
@foryourhealth111-pixelInstall SkillAutomation
Skill
/detecting-performance-regressions
Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build degradation review, not for broad optimization strategy or low-level profiling ownership.
Claude Code
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions --agent claude-code
Codex
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a codex -y
Cursor
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a cursor -y
Gemini CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a gemini-cli -y
GitHub Copilot
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a github-copilot -y
OpenCode
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a opencode -y
Windsurf
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill detecting-performance-regressions -a windsurf -y
SKILL.md
detecting-performance-regressions.SKILL.mdname: detecting-performance-regressions
description: |
Compare current benchmark results against historical baselines to spot performance regressions.
Use as an explicit/manual helper for build-to-build degradation review, not for broad optimization strategy or low-level profiling ownership.
version: 1.0.0
allowed-tools: "Read, Write, Edit, Grep, Glob, Bash(ci:*), Bash(metrics:*), Bash(testing:*)"
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
Performance Regression Detector
Positioning
Treat this skill as an explicit/manual helper for benchmark comparison work.
When to Use
Use this skill when:
- Identify performance regressions in a CI/CD pipeline.
- Analyze performance metrics for potential degradation.
- Compare current performance against historical baselines.
Not For / Boundaries
- Broad optimization roadmap or tuning backlog: use `providing-performance-optimization-advice`
- Root-cause debugging of a specific slow path: use `systematic-debugging`
- General test artifact packaging without regression judgment: use `generating-test-reports`
Typical Outputs
- A baseline-vs-current regression summary
- Severity-ranked regressed metrics
- Follow-up questions for deeper profiling or investigation
Related Skills
- `performance-testing` for benchmark generation
- `providing-performance-optimization-advice` after the regression is confirmed
Read more
name: detecting-performance-regressions description: | Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build degradation review, not for broad optimization strategy or low-level profiling ownership. version: 1.0.0 allowed-tools: "Read, Write, Edit, Grep, Glob, Bash(ci:*), Bash(metrics:*), Bash(testing:*)" license: MIT author: Jeremy Longshore <jeremy@intentsolutions.io>
Performance Regression Detector
Positioning
Treat this skill as an explicit/manual helper for benchmark comparison work.
When to Use
Use this skill when:
- Identify performance regressions in a CI/CD pipeline.
- Analyze performance metrics for potential degradation.
- Compare current performance against historical baselines.
Not For / Boundaries
- Broad optimization roadmap or tuning backlog: use `providing-performance-optimization-advice`
- Root-cause debugging of a specific slow path: use `systematic-debugging`
- General test artifact packaging without regression judgment: use `generating-test-reports`
Typical Outputs
- A baseline-vs-current regression summary
- Severity-ranked regressed metrics
- Follow-up questions for deeper profiling or investigation
Related Skills
- `performance-testing` for benchmark generation
- `providing-performance-optimization-advice` after the regression is confirmed
Ships withvibe-skills
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Questions about detecting-performance-regressions.
- Which coding agents can use detecting-performance-regressions?
- detecting-performance-regressions installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.