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.
Script a teacher think-aloud demonstrating expert reasoning processes for a specific task.
Install Think Aloud Script Generator
$ npx skills add GarethManning/education-agent-skills --skill think-aloud-script-generator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills think-aloud-script-generator --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/explicit-instruction/think-aloud-script-generator .claude/skills/think-aloud-script-generator && 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 "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .claude/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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/explicit-instruction/think-aloud-script-generatorType 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 think-aloud-script-generator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills think-aloud-script-generator --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/explicit-instruction/think-aloud-script-generator .agents/skills/think-aloud-script-generator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .agents/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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 think-aloud-script-generator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills think-aloud-script-generator --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/explicit-instruction/think-aloud-script-generator .cursor/skills/think-aloud-script-generator && 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 "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .cursor/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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/explicit-instruction/think-aloud-script-generator--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 think-aloud-script-generator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills think-aloud-script-generator --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/explicit-instruction/think-aloud-script-generator .gemini/skills/think-aloud-script-generator && 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 "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .gemini/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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 think-aloud-script-generatorInstalls 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 think-aloud-script-generator -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/explicit-instruction/think-aloud-script-generator .github/skills/think-aloud-script-generator && 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 "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .github/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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 think-aloud-script-generator -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 think-aloud-script-generator --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/explicit-instruction/think-aloud-script-generator .opencode/skills/think-aloud-script-generator && 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 "think-aloud-script-generator" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/explicit-instruction/think-aloud-script-generator into .opencode/skills/think-aloud-script-generator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "think-aloud-script-generator", 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
think-aloud-script-generator- GitHub stars
- 835
- Token cost
- ~5.3k tokens
- SKILL.md length
- 2,020 words
- Files
- 1
- Skills in repo
- 142
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Script a teacher think-aloud demonstrating expert reasoning processes for a specific task.
- Works in 6 steps: Read the whole poem once for overall… → Re-read with a pen. Second reading is… → Zoom in on individual word choices.… → …
- Modelling problem-solving
- SKILL.md covers What This Skill Does, Evidence Foundation, Input Schema and Prompt, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Think Aloud Script Generator is an agent skill from GarethManning/education-agent-skills. Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Use when modelling problem-solving, writing, reading comprehension, or analytical processes.
Its SKILL.md is about 5.3k 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. 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
- Modelling problem-solving
- Reading comprehension
- Analytical processes
Example prompts
- “/think-aloud-script-generator”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Read the whole poem once for overall sense before analysing. Don't stop and dissect on first reading.
- Re-read with a pen. Second reading is where analysis begins — annotate, question, visualise.
- Zoom in on individual word choices. "Sneer of cold command" — three words can carry an entire characterisation. Quote short, analyse deep.
- Admit and work through confusion. When a line doesn't make sense, re-read and paraphrase. Confusion is information, not failure.
- Look for the turn or contrast. Many poems hinge on a shift — between the boast and the reality, between expectation and surprise. Find the…
- Ask "why did the poet make this choice?" Framed narrative, word choices, structure — these are all deliberate. Ask why, not just what.
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
Think Aloud Script Generator loads about 5.3k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 2,020 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 2,020 words (~5,253 tokens).
“Scripts a teacher think-aloud that makes expert cognitive processes visible for a specific task — problem-solving, reading, writing, analysis, or any cognitive skill where the expert's thinking is normally invisible. The script articulates the decision points, self-monitoring moments, and error-detection…”
- name
- think-aloud-script-generator
- disable-model-invocation
- false
- user-invocable
- true
- effort
- medium
- skill_id
- explicit-instruction/think-aloud-script-generator
- skill_name
- Think-Aloud Script Generator
- domain
- explicit-instruction
- version
- 1.0
- evidence_strength
- strong
- evidence_sources
- Bereiter & Scardamalia (1987) — The Psychology of Written Composition: making expert processes visible, Wilhelm (2001) — Improving Comprehension with…
- output_schema.type
- object
Files
Just SKILL.md in skills/explicit-instruction/think-aloud-script-generator of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Think Aloud Script Generator 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 |
|---|---|---|---|---|---|---|
| Think Aloud Script Generator this skillGarethManning/education-agent-skills | 835 | — | ~5.3k | Automated safety check: Pass | Custom licence | |
| DeepTutor CLIHKUDS/DeepTutor | 41k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Zhang Xuefeng Perspectivealchaincyf/zhangxuefeng-skill | 10k | 1 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Deep Reading Analystginobefun/deep-reading-analyst-skill | 353 | 5 repos | ~3.6k | Automated safety check: Pass | MIT | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 66k | — | ~2k | Automated safety check: Pass | MIT | |
| OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT |
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Guides setup, classroom generation and secondary development for OpenMAIC, the multi-agent interactive classroom, one confirmed phase at a time.
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Related
Categories
Questions about Think Aloud Script Generator
What does Think Aloud Script Generator do?
Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Think Aloud Script Generator is an agent skill from GarethManning/education-agent-skills. Script a teacher think-aloud demonstrating expert reasoning processes for a specific task.
When should I use Think Aloud Script Generator?
Think Aloud Script Generator fits situations like: modelling problem-solving; reading comprehension; analytical processes.
How do I install Think Aloud Script Generator in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill think-aloud-script-generator -a claude-code`. Or copy the skill folder (skills/explicit-instruction/think-aloud-script-generator in GarethManning/education-agent-skills) into .claude/skills/think-aloud-script-generator in your project. Claude Code loads it when a task matches its description.
How do I install Think Aloud Script Generator in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill think-aloud-script-generator -a codex`. Or copy the skill folder (skills/explicit-instruction/think-aloud-script-generator in GarethManning/education-agent-skills) into .agents/skills/think-aloud-script-generator in your project. Codex loads it when a task matches its description.
Can I use Think Aloud Script Generator 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 think-aloud-script-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/think-aloud-script-generator, .gemini/skills/think-aloud-script-generator, .github/skills/think-aloud-script-generator and .opencode/skills/think-aloud-script-generator in your project.
What does Think Aloud Script Generator need to run?
SKILL.md names no scripts, command-line tools or credentials: Think Aloud Script Generator is instructions for the agent only.
Does Think Aloud Script Generator 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 Think Aloud Script Generator 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 Think Aloud Script Generator use?
Think Aloud Script Generator 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 Think Aloud Script Generator use?
About 5.3k tokens (SKILL.md is roughly 21k 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 Think Aloud Script Generator?
Skills that share tags, products or a category with Think Aloud Script Generator: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), Zhang Xuefeng Perspective (alchaincyf/zhangxuefeng-skill, 10k stars), Deep Reading Analyst (ginobefun/deep-reading-analyst-skill, 353 stars) and AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 66k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Think Aloud Script Generator?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 835 GitHub stars. The repository holds 142 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.