MCP Refactoring
adeze/raindrop-mcp
Refactoring MCP Tools for Better LLM Integration and Usability
Provide an expert codebase review for this repository. An agent skill from jtenniswood/esphome-media-player.
Install Expertreview
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jtenniswood/esphome-media-player expertreview --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/expertreview .claude/skills/expertreview && rm -rf skills-srcUse ~/.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/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .claude/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jtenniswood/esphome-media-player expertreview --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/expertreview .agents/skills/expertreview && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .agents/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jtenniswood/esphome-media-player expertreview --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/expertreview .cursor/skills/expertreview && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .cursor/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jtenniswood/esphome-media-player.git --path .agents/skills/expertreview--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jtenniswood/esphome-media-player expertreview --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/expertreview .gemini/skills/expertreview && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .gemini/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jtenniswood/esphome-media-player expertreviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/expertreview .github/skills/expertreview && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .github/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jtenniswood/esphome-media-player --skill expertreview -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jtenniswood/esphome-media-player expertreview --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jtenniswood/esphome-media-player.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/expertreview .opencode/skills/expertreview && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "expertreview" agent skill from https://github.com/jtenniswood/esphome-media-player/tree/main/.agents/skills/expertreview into .opencode/skills/expertreview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "expertreview", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
expertreview- GitHub stars
- 234
- Token cost
- ~1.9k tokens
- SKILL.md length
- 832 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Provide an expert codebase review for this repository. An agent skill from jtenniswood/esphome-media-player.
- Works in 6 steps: Establish Project State → Map the Product and Architecture → Evaluate Consistency and Quality → …
- The user says /expertreview
- SKILL.md covers Overview, Review Principles, Workflow and Output Format
- Calls git
What it does
Expertreview is an agent skill from jtenniswood/esphome-media-player. Provide an expert codebase review for this repository. Use when the user says "/expertreview", asks for an expert review, wants refactoring or codebase improvement recommendations, wants consistency and quality assessed, or asks how to reduce duplication, improve component use, preserve the end-user experience, and keep upgrades cleanly migratable.
Its SKILL.md is about 1.9k 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 Development, covering UX design and Refactoring. The repository describes itself as: Touch screen display for showing cover artwork from any Home Assistant media entity.
When your agent uses it
- The user says /expertreview
- Asks for an expert review
- Wants refactoring
- Codebase improvement recommendations
Example prompts
- “/expertreview”
- “/expertreview”
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- Establish Project State
- Map the Product and Architecture
- Evaluate Consistency and Quality
- Validate Before Recommending
- Add Risk Controls for Large Changes
- Prioritize
What it can do on your machine
Read from SKILL.md and the folder at commit 8ab172b. 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
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
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
Expertreview loads about 1.9k tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 832 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 832 words (~1,864 tokens).
“Review the codebase as a senior product-minded engineer. Produce a ranked list of recommendations to improve maintainability, consistency, component reuse, quality, and upgrade safety without changing the current end-user experience. Recommendations should be direct and appropriately bold: if the structure…”
- name
- expertreview
Files
Just SKILL.md in .agents/skills/expertreview of jtenniswood/esphome-media-player.
Open the folder on GitHubat commit 8ab172b
Used in 2 other repositories
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in jtenniswood/esphome-media-player, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Expertreview 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Expertreview this skilljtenniswood/esphome-media-player | 234 | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| MCP Refactoringadeze/raindrop-mcp | 188 | — | ~972 | Automated safety check: Pass | MIT | |
| Component Refactoringlangflow-ai/langflow | 155k | — | ~3.5k | Automated safety check: Pass | MIT | |
| Trimtola-rs/tola-ssg | 178 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Extension Reviewervicinaehq/extensions | 156 | — | ~1.1k | Automated safety check: Pass | None | |
| Component RefactoringPageAI-Pro/ralph-loop | 315 | — | ~1.8k | Automated safety check: Pass | MIT |
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Shrink code, tests, comments, and docs to what carries meaning — delete dead paths, redundant states, and refactor-dragging tests outright, then hold the survivors to the four bars.
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Review Vicinae extensions for publication in the official store, or prepare an extension for submission.
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Related
Categories
Questions about Expertreview
What does Expertreview do?
Provide an expert codebase review for this repository. An agent skill from jtenniswood/esphome-media-player. Expertreview is an agent skill from jtenniswood/esphome-media-player. Provide an expert codebase review for this repository.
When should I use Expertreview?
Expertreview fits situations like: the user says /expertreview; asks for an expert review; wants refactoring; codebase improvement recommendations.
How do I install Expertreview in Claude Code?
Run `npx skills add jtenniswood/esphome-media-player --skill expertreview -a claude-code`. Or copy the skill folder (.agents/skills/expertreview in jtenniswood/esphome-media-player) into .claude/skills/expertreview in your project. Claude Code loads it when a task matches its description.
How do I install Expertreview in Codex?
Run `npx skills add jtenniswood/esphome-media-player --skill expertreview -a codex`. Or copy the skill folder (.agents/skills/expertreview in jtenniswood/esphome-media-player) into .agents/skills/expertreview in your project. Codex loads it when a task matches its description.
Can I use Expertreview 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 jtenniswood/esphome-media-player --skill expertreview -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/expertreview, .gemini/skills/expertreview, .github/skills/expertreview and .opencode/skills/expertreview in your project.
What does Expertreview need to run?
Going by SKILL.md and its folder, Expertreview needs the command-line tools its instructions call (git).
Does Expertreview access the network?
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Expertreview 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 Expertreview use?
Expertreview has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Expertreview use?
About 1.9k tokens (SKILL.md is roughly 7.5k 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 Expertreview?
Skills that share tags, products or a category with Expertreview: MCP Refactoring (adeze/raindrop-mcp, 188 stars), Component Refactoring (langflow-ai/langflow, 155k stars), Trim (tola-rs/tola-ssg, 178 stars) and Extension Reviewer (vicinaehq/extensions, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Expertreview?
jtenniswood (a GitHub user) maintains it in jtenniswood/esphome-media-player, which has 234 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on August 20, 2026.
Source: jtenniswood/esphome-media-player on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.