Arize Evaluator
github/awesome-copilot
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…
A skill your agent uses when evaluating whether a skill belongs in a library.
MITAuto-check passed
Install Review A Skill
$ npx skills add MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MoizIbnYousaf/ai-agent-skills review-a-skill --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/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/review-a-skill .claude/skills/review-a-skill && 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 "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .claude/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skillType 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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MoizIbnYousaf/ai-agent-skills review-a-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/review-a-skill .agents/skills/review-a-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .agents/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MoizIbnYousaf/ai-agent-skills review-a-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/review-a-skill .cursor/skills/review-a-skill && 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 "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .cursor/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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/MoizIbnYousaf/ai-agent-skills.git --path skills/review-a-skill--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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MoizIbnYousaf/ai-agent-skills review-a-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/review-a-skill .gemini/skills/review-a-skill && 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 "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .gemini/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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 MoizIbnYousaf/ai-agent-skills review-a-skillInstalls 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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/review-a-skill .github/skills/review-a-skill && 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 "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .github/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MoizIbnYousaf/ai-agent-skills review-a-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MoizIbnYousaf/ai-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/review-a-skill .opencode/skills/review-a-skill && 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 "review-a-skill" agent skill from https://github.com/MoizIbnYousaf/ai-agent-skills/tree/main/skills/review-a-skill into .opencode/skills/review-a-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-a-skill", 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
review-a-skill- GitHub stars
- 1.1k
- Token cost
- ~576 tokens
- SKILL.md length
- 206 words
- Files
- 1
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when evaluating whether a skill belongs in a library.
- Works in 4 steps: Inspect the catalog entry for metadata… → Validate the skill's SKILL.md structure. → If the skill needs curation (notes,… → …
- Evaluating whether a skill belongs in a library
- SKILL.md covers Goal, Guardrails, Workflow and Decision Criteria, plus 1 more section
- Calls npx
What it does
Review A Skill is an agent skill from MoizIbnYousaf/ai-agent-skills. Use when evaluating whether a skill belongs in a library. Preview content, check frontmatter, validate structure, and decide whether to keep, curate, or remove.
Its SKILL.md is about 580 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Universal skill installer and package manager for AI coding agents. One command, 12+ runtimes. npx ai-agent-skills. The licence is MIT.
When your agent uses it
- Evaluating whether a skill belongs in a library
Example prompts
- “/review-a-skill”
Requirements
- Node.js
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Inspect the catalog entry for metadata completeness.
- Validate the skill's SKILL.md structure.
- If the skill needs curation (notes, collections, verification)
- If the skill should be removed
What it can do on your machine
Read from SKILL.md and the folder at commit 6d95c78. 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:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, 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
Review A Skill loads about 576 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 206 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
The full file from MoizIbnYousaf/ai-agent-skills at commit 6d95c78, republished under its MIT licence (© MoizIbnYousaf). 206 words, ~576 tokens.
Download SKILL.mdSave it as
.claude/skills/review-a-skill/SKILL.md (or your agent's skills folder).- name
- review-a-skill
- description
- Use when evaluating whether a skill belongs in a library. Preview content, check frontmatter, validate structure, and decide whether to keep, curate, or remove.
- category
- workflow
- version
- 4.1.0
Review A Skill
Goal
Evaluate a single skill's quality, relevance, and safety before it enters or stays in a library.
Guardrails
- Always use
--format jsonfor machine-readable output in automated pipelines. - Always use
--fieldsto limit output size when inspecting catalog entries. - Always use
--dry-runbefore curating or removing a skill. - Never remove a skill without first checking if other skills depend on it via
info --format jsondependencies.
Workflow
- Preview the skill content to check for quality and safety.
npx ai-agent-skills preview <skill-name>The preview command sanitizes content — if it flags sanitization, investigate before proceeding.
- Inspect the catalog entry for metadata completeness.
npx ai-agent-skills info <skill-name> --format json --fields name,description,tags,collections,dependencies- Validate the skill's SKILL.md structure.
npx ai-agent-skills validate <skill-name>- If the skill needs curation (notes, collections, verification):
npx ai-agent-skills curate <skill-name> --notes "Reviewed: solid patterns" --verify --dry-run
npx ai-agent-skills curate <skill-name> --notes "Reviewed: solid patterns" --verify- If the skill should be removed:
npx ai-agent-skills curate <skill-name> --remove --dry-run
npx ai-agent-skills curate <skill-name> --remove --yesDecision Criteria
- Keep: Clear description, valid frontmatter, useful to the library's audience, no injection patterns.
- Curate: Needs better whyHere, collection placement, or verification status.
- Remove: Duplicate, outdated, broken source, or contains suspicious content.
Gotchas
- The
previewcommand only works for vendored (house) skills. Upstream skills show description and whyHere only. - The
validatecommand checks frontmatter structure but not content quality — that requires human or agent judgment. - Removing a skill that other skills depend on will break the dependency graph. Always check
dependencies.usedByfirst.
© MoizIbnYousaf, MIT. 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 skills/review-a-skill of MoizIbnYousaf/ai-agent-skills.
Open the folder on GitHubat commit 6d95c78
Compare with similar skills
Review A Skill 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 |
|---|---|---|---|---|---|---|
| Review A Skill this skillMoizIbnYousaf/ai-agent-skills | 1.1k | — | ~576 | Automated safety check: Pass | MIT | |
| Arize Evaluatorgithub/awesome-copilot | 40k | 1 repos | ~8.1k | Automated safety check: Notes | MIT | |
| LLM Evaluationdavila7/claude-code-templates | 33k | 12 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Agent Evaluationsickn33/agentic-awesome-skills | 47k | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| EvaluatorsArize-ai/phoenix | 12k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Agent Evaluation Reportingsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
- Official
LLM Evaluation
davila7/claude-code-templates
Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing.
Agent Evaluation
sickn33/agentic-awesome-skills
Evaluate agent behavior with versioned cases and explicit verifiers.
Evaluators
Arize-ai/phoenix
Author or refine a Phoenix evaluator — code or LLM-as-a-judge — that scores a run's output.
Agent Evaluation Reporting
sickn33/agentic-awesome-skills
A skill your agent uses when summarizing agent evaluations where autonomous, assisted, failed, timed-out, or invalid outcomes must remain distinct and comparable.
- Official
Creating Online Evaluations
PostHog/posthog
Author continuously-running online evaluations in PostHog AI observability, grounded in real failure modes you've identified.
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Questions about Review A Skill
What does Review A Skill do?
A skill your agent uses when evaluating whether a skill belongs in a library. Review A Skill is an agent skill from MoizIbnYousaf/ai-agent-skills. Use when evaluating whether a skill belongs in a library.
When should I use Review A Skill?
Review A Skill fits situations like: evaluating whether a skill belongs in a library.
How do I install Review A Skill in Claude Code?
Run `npx skills add MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a claude-code`. Or copy the skill folder (skills/review-a-skill in MoizIbnYousaf/ai-agent-skills) into .claude/skills/review-a-skill in your project. Claude Code loads it when a task matches its description.
How do I install Review A Skill in Codex?
Run `npx skills add MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a codex`. Or copy the skill folder (skills/review-a-skill in MoizIbnYousaf/ai-agent-skills) into .agents/skills/review-a-skill in your project. Codex loads it when a task matches its description.
Can I use Review A Skill 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 MoizIbnYousaf/ai-agent-skills --skill review-a-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-a-skill, .gemini/skills/review-a-skill, .github/skills/review-a-skill and .opencode/skills/review-a-skill in your project.
What does Review A Skill need to run?
Going by SKILL.md and its folder, Review A Skill needs the command-line tools its instructions call (npx). Our summary lists: Node.js.
Does Review A Skill access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Review A Skill 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 Review A Skill use?
Review A Skill is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Review A Skill use?
About 576 tokens (SKILL.md is roughly 2.3k 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 Review A Skill?
Skills that share tags, products or a category with Review A Skill: Arize Evaluator (github/awesome-copilot, 40k stars), LLM Evaluation (davila7/claude-code-templates, 33k stars), Agent Evaluation (sickn33/agentic-awesome-skills, 47k stars) and Evaluators (Arize-ai/phoenix, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review A Skill?
MoizIbnYousaf (a GitHub user) maintains it in MoizIbnYousaf/ai-agent-skills, which has 1,149 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 21, 2026.
Source: MoizIbnYousaf/ai-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.