Agent skill

Perf Check

by josstei in josstei/maestro-orchestrate

Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning

Apache-2.0Auto-check passedMobile

Install Perf Check

skills CLI
$ npx skills add josstei/maestro-orchestrate --skill perf-check -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install josstei/maestro-orchestrate perf-check --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/josstei/maestro-orchestrate.git skills-src && mkdir -p .claude/skills && cp -r skills-src/claude/skills/perf-check .claude/skills/perf-check && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
perf-check
GitHub stars
465
Token cost
~221 tokens
SKILL.md length
94 words
Files
1
Skills in repo
17
Repo updated
First seen
Licence
Apache-2.0

At a glance

Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning

  • Works in 5 steps: Define the performance target or pain… → Establish the current baseline from… → Identify likely hotspots, structural… → …
  • Tasks that involve Mobile testing and debugging
  • SKILL.md covers Protocol, Workflow and Constraints
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Perf Check is an agent skill from josstei/maestro-orchestrate. Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning

Its SKILL.md is about 220 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Mobile, covering Mobile testing and debugging. The repository describes itself as: Multi-agent orchestration platform for Gemini CLI, Claude Code, Codex, and Qwen Code — 39 specialists, parallel subagents, persistent sessions, and built-in code review…. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Mobile testing and debugging

Example prompts

  • “/perf-check”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Define the performance target or pain point
  2. Establish the current baseline from available code, metrics, or reproducible commands
  3. Identify likely hotspots, structural bottlenecks, and hot loops through code analysis
  4. Prioritize fixes by expected impact versus implementation cost
  5. Report measurement gaps when hard evidence is unavailable and propose a validation plan

What it can do on your machine

Read from SKILL.md and the folder at commit 4f5d434. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Perf Check loads about 221 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 94 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
When it runs · the whole SKILL.md, loaded when a task matches
~221

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from josstei/maestro-orchestrate at commit 4f5d434, republished under its Apache-2.0 licence (© josstei). 94 words, ~221 tokens.

Download SKILL.mdSave it as .claude/skills/perf-check/SKILL.md (or your agent's skills folder).
name
perf-check
description
Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning

Maestro Perf Check

Call get_skill_content with resources: ["architecture"].

Protocol

Before delegating, call get_skill_content with resources: ["delegation"] and follow the returned methodology.

Workflow

  1. Define the performance target or pain point
  2. Establish the current baseline from available code, metrics, or reproducible commands
  3. Identify likely hotspots, structural bottlenecks, and hot loops through code analysis
  4. Prioritize fixes by expected impact versus implementation cost
  5. Report measurement gaps when hard evidence is unavailable and propose a validation plan

Constraints

  • Avoid optimization advice that is disconnected from the observed bottleneck
  • Distinguish measured issues from inferred ones

© josstei, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in claude/skills/perf-check of josstei/maestro-orchestrate.

Open the folder on GitHubat commit 4f5d434

Compare with similar skills

Perf Check next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Perf Check compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Perf Check this skilljosstei/maestro-orchestrate465—~221Automated safety check: PassApache-2.0
Phone HarnessShawnPana/phone-harness3.2k—~4.3kAutomated safety check: PassMIT
Maa Issue Log AnalysisMaaAssistantArknights/MaaAssistantArknights24k—~4kAutomated safety check: PassAGPL-3.0
Mobile QAtloncorp/tlon-apps107—~2.4kAutomated safety check: PassMIT
Store Listing Screenshotstherxmv/Telegram-Themer119—~2.5kAutomated safety check: PassNone
Maestro ImproveReinaMacCredy/maestro233—~1.9kAutomated safety check: PassMIT

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More from josstei/maestro-orchestrate

All 17 skills in this repo
  • Code Review

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    Standalone code review methodology for structured, severity-classified code assessment

    465 GitHub stars~1.7k tokensUpdated 2 days ago
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  • Execution

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  • Implementation Planning

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  • Session Management

    josstei/maestro-orchestrate

    Manages orchestration session state, tracking, and resumption

    465 GitHub stars~3.5k tokensUpdated 2 days ago
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  • Validation

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    Cross-cutting validation methodology for verifying phase outputs and project integrity

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  • Delegation

    josstei/maestro-orchestrate

    Agent delegation best practices for constructing effective subagent prompts with proper scoping

    465 GitHub stars~5.2k tokensUpdated 2 days ago
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Categories

Questions about Perf Check

What does Perf Check do?

Run a Maestro-style performance assessment for hotspots, regressions, and optimization planning. Perf Check is an agent skill from josstei/maestro-orchestrate.

When should I use Perf Check?

Perf Check fits situations like: tasks that involve Mobile testing and debugging.

How do I install Perf Check in Claude Code?

Run `npx skills add josstei/maestro-orchestrate --skill perf-check -a claude-code`. Or copy the skill folder (claude/skills/perf-check in josstei/maestro-orchestrate) into .claude/skills/perf-check in your project. Claude Code loads it when a task matches its description.

How do I install Perf Check in Codex?

Run `npx skills add josstei/maestro-orchestrate --skill perf-check -a codex`. Or copy the skill folder (claude/skills/perf-check in josstei/maestro-orchestrate) into .agents/skills/perf-check in your project. Codex loads it when a task matches its description.

Can I use Perf Check in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add josstei/maestro-orchestrate --skill perf-check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/perf-check, .gemini/skills/perf-check, .github/skills/perf-check and .opencode/skills/perf-check in your project.

What does Perf Check need to run?

SKILL.md names no scripts, command-line tools or credentials: Perf Check is instructions for the agent only.

Does Perf Check access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Perf Check safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Perf Check use?

Perf Check is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Perf Check use?

About 221 tokens (SKILL.md is roughly 884 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Perf Check?

Skills that share tags, products or a category with Perf Check: Phone Harness (ShawnPana/phone-harness, 3.2k stars), Maa Issue Log Analysis (MaaAssistantArknights/MaaAssistantArknights, 24k stars), Mobile QA (tloncorp/tlon-apps, 107 stars) and Store Listing Screenshots (therxmv/Telegram-Themer, 119 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Perf Check?

josstei (a GitHub user) maintains it in josstei/maestro-orchestrate, which has 465 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.

Source: josstei/maestro-orchestrate on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.