DeepTutor CLI
HKUDS/DeepTutor
Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.
Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds.
Install Evaluation Lab
$ npx skills add aircrushin/promptMinder --skill evaluation-lab -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aircrushin/promptMinder evaluation-lab --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/aircrushin/promptMinder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/premium/evaluation-lab .claude/skills/evaluation-lab && 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 "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .claude/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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/aircrushin/promptMinder/tree/main/skills/premium/evaluation-labType 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 aircrushin/promptMinder --skill evaluation-lab -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aircrushin/promptMinder evaluation-lab --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/premium/evaluation-lab .agents/skills/evaluation-lab && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .agents/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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 aircrushin/promptMinder --skill evaluation-lab -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aircrushin/promptMinder evaluation-lab --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/premium/evaluation-lab .cursor/skills/evaluation-lab && 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 "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .cursor/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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/aircrushin/promptMinder.git --path skills/premium/evaluation-lab--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 aircrushin/promptMinder --skill evaluation-lab -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aircrushin/promptMinder evaluation-lab --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/premium/evaluation-lab .gemini/skills/evaluation-lab && 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 "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .gemini/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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 aircrushin/promptMinder evaluation-labInstalls 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 aircrushin/promptMinder --skill evaluation-lab -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/premium/evaluation-lab .github/skills/evaluation-lab && 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 "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .github/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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 aircrushin/promptMinder --skill evaluation-lab -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aircrushin/promptMinder evaluation-lab --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aircrushin/promptMinder.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/premium/evaluation-lab .opencode/skills/evaluation-lab && 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 "evaluation-lab" agent skill from https://github.com/aircrushin/promptMinder/tree/main/skills/premium/evaluation-lab into .opencode/skills/evaluation-lab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evaluation-lab", 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
evaluation-lab- GitHub stars
- 111
- Token cost
- ~501 tokens
- SKILL.md length
- 274 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds.
- Works in 7 steps: Write the evaluation question as a… → Collect a small case set that covers… → Remove identifying information and avoid… → …
- Tasks that involve Quizzes and assessments
- SKILL.md covers Working contract, Method, Output format and Quality rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Evaluation Lab is an agent skill from aircrushin/promptMinder. Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds.
Its SKILL.md is about 500 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 Education, covering Quizzes and assessments. The repository describes itself as: 一个开源的，专注于提示词管理的平台 / An open-source platform focused on prompt management.
When your agent uses it
- Tasks that involve Quizzes and assessments
Example prompts
- “/evaluation-lab”
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- Write the evaluation question as a falsifiable statement.
- Collect a small case set that covers common, boundary, adversarial, and refusal scenarios.
- Remove identifying information and avoid using examples that reveal the expected answer through wording.
- Create a rubric with three to five dimensions. Each dimension needs observable anchors for fail, acceptable, and strong.
- Run the baseline and the candidate under the same inputs, context, and tool permissions.
- Record per-case results and inspect disagreements. A mean score cannot hide a critical failure.
- Set a release rule: minimum overall score, zero tolerance failures, and an allowed regression budget.
What it can do on your machine
Read from SKILL.md and the folder at commit 4c5134f. 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
Evaluation Lab loads about 501 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 274 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 274 words (~501 tokens).
“Use this skill when you are comparing prompt versions, models, or workflow changes and need evidence that survives beyond a single impressive example.”
- name
- evaluation-lab
Files
Just SKILL.md in skills/premium/evaluation-lab of aircrushin/promptMinder.
Open the folder on GitHubat commit 4c5134f
Compare with similar skills
Evaluation Lab 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 |
|---|---|---|---|---|---|---|
| Evaluation Lab this skillaircrushin/promptMinder | 111 | — | ~501 | Automated safety check: Pass | None | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2k | Automated safety check: Pass | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| AI Engineering Phase Quizrohitg00/ai-engineering-from-scratch | 67k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Scholar EvaluationK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~2.9k | Automated safety check: Notes | MIT |
Similar skills
AI Engineering Placement Quiz
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
Codebase to Course
zarazhangrui/codebase-to-course
Turns a codebase into an interactive single-page HTML course for non-technical learners, with scroll modules, animated diagrams, quizzes and plain-English code translations.
AI Engineering Phase Quiz
rohitg00/ai-engineering-from-scratch
Quizzes you on a completed phase of the AI Engineering from Scratch course, taking a phase number or name and mapping it to that phase's directory.
Scholar Evaluation
K-Dense-AI/claude-scientific-writer
Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls.
Evaluation
guanyang/open-agent-hub
This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and…
More from aircrushin/promptMinder
Promptminder CLI
aircrushin/promptMinder
A skill your agent uses when running promptminder or promptminder-agent commands, setting PROMPTMINDERTOKEN, passing --team for workspace scoping, handling JSON stderr errors like "Missing token" or…
Promptminder CLI
aircrushin/promptMinder
A skill your agent uses when running PromptMinder CLI or agent-wrapper commands, configuring its token, or debugging team-scoped JSON I/O errors.
Agent Launch Checklist
aircrushin/promptMinder
Review an AI agent before release across scope, tools, state, safety, observability, human handoff, and rollback.
Content Repurposer
aircrushin/promptMinder
Reframe one source into channel-ready content while preserving claims, voice, disclosure requirements, and a clear review trail.
Prompt Architect
aircrushin/promptMinder
Design production-grade prompts with explicit task contracts, variable schemas, failure handling, and reusable quality gates.
Related
Categories
Questions about Evaluation Lab
What does Evaluation Lab do?
Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds. Evaluation Lab is an agent skill from aircrushin/promptMinder. Build compact, meaningful prompt evaluations with representative cases, explicit rubrics, and regression thresholds.
When should I use Evaluation Lab?
Evaluation Lab fits situations like: tasks that involve Quizzes and assessments.
How do I install Evaluation Lab in Claude Code?
Run `npx skills add aircrushin/promptMinder --skill evaluation-lab -a claude-code`. Or copy the skill folder (skills/premium/evaluation-lab in aircrushin/promptMinder) into .claude/skills/evaluation-lab in your project. Claude Code loads it when a task matches its description.
How do I install Evaluation Lab in Codex?
Run `npx skills add aircrushin/promptMinder --skill evaluation-lab -a codex`. Or copy the skill folder (skills/premium/evaluation-lab in aircrushin/promptMinder) into .agents/skills/evaluation-lab in your project. Codex loads it when a task matches its description.
Can I use Evaluation Lab 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 aircrushin/promptMinder --skill evaluation-lab -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evaluation-lab, .gemini/skills/evaluation-lab, .github/skills/evaluation-lab and .opencode/skills/evaluation-lab in your project.
What does Evaluation Lab need to run?
SKILL.md names no scripts, command-line tools or credentials: Evaluation Lab is instructions for the agent only.
Does Evaluation Lab 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 Evaluation Lab 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 Evaluation Lab use?
No licence was found for Evaluation Lab or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Evaluation Lab use?
About 501 tokens (SKILL.md is roughly 2k 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 Evaluation Lab?
Skills that share tags, products or a category with Evaluation Lab: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 67k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars) and AI Engineering Phase Quiz (rohitg00/ai-engineering-from-scratch, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evaluation Lab?
aircrushin (a GitHub user) maintains it in aircrushin/promptMinder, which has 111 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 11, 2026.
Source: aircrushin/promptMinder on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.