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.
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks.
Install Assessment Design Orchestrator
$ npx skills add GarethManning/education-agent-skills --skill assessment-design-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills assessment-design-orchestrator --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/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .claude/skills/assessment-design-orchestrator && 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 "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .claude/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestratorType 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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills assessment-design-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .agents/skills/assessment-design-orchestrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .agents/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills assessment-design-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .cursor/skills/assessment-design-orchestrator && 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 "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .cursor/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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/GarethManning/education-agent-skills.git --path skills/original-frameworks/assessment-design-orchestrator--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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills assessment-design-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .gemini/skills/assessment-design-orchestrator && 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 "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .gemini/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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 GarethManning/education-agent-skills assessment-design-orchestratorInstalls 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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .github/skills/assessment-design-orchestrator && 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 "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .github/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install GarethManning/education-agent-skills assessment-design-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/original-frameworks/assessment-design-orchestrator .opencode/skills/assessment-design-orchestrator && 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 "assessment-design-orchestrator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/assessment-design-orchestrator into .opencode/skills/assessment-design-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "assessment-design-orchestrator", 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
assessment-design-orchestrator- GitHub stars
- 840
- Token cost
- ~4.6k tokens
- SKILL.md length
- 1,423 words
- Files
- 1
- Skills in repo
- 160
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks.
- Works in 5 steps: Formative Assessment Design → Rubric and Criteria Design → Authentic/Performance Assessment Design → …
- A teacher needs help choosing how to assess
- SKILL.md covers What This Skill Does, Evidence Foundation, Evidence Space and Strength of… and Dependency Maintenance, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Assessment Design Orchestrator is an agent skill from GarethManning/education-agent-skills. Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks. Use when a teacher needs help choosing how to assess.
Its SKILL.md is about 4.6k 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: 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.
When your agent uses it
- A teacher needs help choosing how to assess
- Tasks that involve Quizzes and assessments
Example prompts
- “Use the assessment-design-orchestrator skill to route between five assessment pathways — formative, rubric/criteria, authentic/performance…”
- “/assessment-design-orchestrator”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Formative Assessment Design
- Rubric and Criteria Design
- Authentic/Performance Assessment Design
- Peer and Self-Assessment Design
- Diagnostic/Pre-Assessment Design
What it can do on your machine
Read from SKILL.md and the folder at commit 6bbbce4. 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
Assessment Design Orchestrator loads about 4.6k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 1,423 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 1,423 words (~4,637 tokens).
“Helps teachers navigate the question "how should I assess this?" — a question whose answer depends heavily on what is being assessed, why, and in what context. The orchestrator presents five assessment design pathways, recommends a fit based on the…”
- name
- assessment-design-orchestrator
- disable-model-invocation
- false
- user-invocable
- true
- effort
- high
- skill_id
- original-frameworks/assessment-design-orchestrator
- skill_name
- Assessment Design Orchestrator
- domain
- original-frameworks
- version
- 1.0
- evidence_strength
- emerging
- evidence_sources
- Black & Wiliam (1998) — Inside the Black Box (formative assessment, effect size ~0.66), Wiliam (2011) — Embedded Formative Assessment, Wiggins (1998)…
- output_schema.type
- object
Files
Just SKILL.md in skills/original-frameworks/assessment-design-orchestrator of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Assessment Design Orchestrator 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 |
|---|---|---|---|---|---|---|
| Assessment Design Orchestrator this skillGarethManning/education-agent-skills | 840 | — | ~4.6k | Automated safety check: Pass | Custom licence | |
| 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 |
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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.
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Scholar Evaluation
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Categories
Questions about Assessment Design Orchestrator
What does Assessment Design Orchestrator do?
Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks. Assessment Design Orchestrator is an agent skill from GarethManning/education-agent-skills. Routes between five assessment pathways — formative, rubric/criteria, authentic/performance, peer/self, and diagnostic — with validity and equity checks.
When should I use Assessment Design Orchestrator?
Assessment Design Orchestrator fits situations like: A teacher needs help choosing how to assess; tasks that involve Quizzes and assessments.
How do I install Assessment Design Orchestrator in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill assessment-design-orchestrator -a claude-code`. Or copy the skill folder (skills/original-frameworks/assessment-design-orchestrator in GarethManning/education-agent-skills) into .claude/skills/assessment-design-orchestrator in your project. Claude Code loads it when a task matches its description.
How do I install Assessment Design Orchestrator in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill assessment-design-orchestrator -a codex`. Or copy the skill folder (skills/original-frameworks/assessment-design-orchestrator in GarethManning/education-agent-skills) into .agents/skills/assessment-design-orchestrator in your project. Codex loads it when a task matches its description.
Can I use Assessment Design Orchestrator 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 GarethManning/education-agent-skills --skill assessment-design-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/assessment-design-orchestrator, .gemini/skills/assessment-design-orchestrator, .github/skills/assessment-design-orchestrator and .opencode/skills/assessment-design-orchestrator in your project.
What does Assessment Design Orchestrator need to run?
SKILL.md names no scripts, command-line tools or credentials: Assessment Design Orchestrator is instructions for the agent only.
Does Assessment Design Orchestrator 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 Assessment Design Orchestrator 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 Assessment Design Orchestrator use?
Assessment Design Orchestrator 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 Assessment Design Orchestrator use?
About 4.6k tokens (SKILL.md is roughly 19k 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 Assessment Design Orchestrator?
Skills that share tags, products or a category with Assessment Design Orchestrator: 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 Assessment Design Orchestrator?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 840 GitHub stars. The repository holds 160 skills in this directory. The repository was last updated on August 28, 2026.
Source: GarethManning/education-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.