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.
Agent skill
Three Horizons Learning Transition Mapper
Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2- — to understand change dynamics and…
Install Three Horizons Learning Transition Mapper
$ npx skills add GarethManning/education-agent-skills --skill three-horizons-learning-transition-mapper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills three-horizons-learning-transition-mapper --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/three-horizons-learning-transition-mapper .claude/skills/three-horizons-learning-transition-mapper && 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 "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .claude/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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/three-horizons-learning-transition-mapperType 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 three-horizons-learning-transition-mapper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills three-horizons-learning-transition-mapper --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/three-horizons-learning-transition-mapper .agents/skills/three-horizons-learning-transition-mapper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .agents/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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 three-horizons-learning-transition-mapper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills three-horizons-learning-transition-mapper --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/three-horizons-learning-transition-mapper .cursor/skills/three-horizons-learning-transition-mapper && 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 "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .cursor/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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/three-horizons-learning-transition-mapper--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 three-horizons-learning-transition-mapper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills three-horizons-learning-transition-mapper --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/three-horizons-learning-transition-mapper .gemini/skills/three-horizons-learning-transition-mapper && 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 "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .gemini/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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 three-horizons-learning-transition-mapperInstalls 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 three-horizons-learning-transition-mapper -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/three-horizons-learning-transition-mapper .github/skills/three-horizons-learning-transition-mapper && 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 "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .github/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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 three-horizons-learning-transition-mapper -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 three-horizons-learning-transition-mapper --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/three-horizons-learning-transition-mapper .opencode/skills/three-horizons-learning-transition-mapper && 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 "three-horizons-learning-transition-mapper" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/three-horizons-learning-transition-mapper into .opencode/skills/three-horizons-learning-transition-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "three-horizons-learning-transition-mapper", 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
three-horizons-learning-transition-mapper- GitHub stars
- 837
- Token cost
- ~4.3k tokens
- SKILL.md length
- 1,069 words
- Files
- 1
- Skills in repo
- 160
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2- — to understand change dynamics and…
- Works in 5 steps: Mapping in the wrong sequence (H1 → H2 →… → H3 as a fantasy wish list. H3 should be… → H2- as obviously bad. H2- innovations… → …
- Education work in your project
- SKILL.md covers What This Skill Does, Evidence Space and Strength of…, Input Schema and Prompt, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Three Horizons Learning Transition Mapper is an agent skill from GarethManning/education-agent-skills. Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2- — to understand change dynamics and identify responsible next actions.
Its SKILL.md is about 4.3k 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
- Education work in your project
Example prompts
- “/three-horizons-learning-transition-mapper”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Mapping in the wrong sequence (H1 → H2 → H3). Without H3 in place, students cannot classify H2 items. They will list innovations without…
- H3 as a fantasy wish list. H3 should be grounded in pockets already visible somewhere in the world. An H3 with no real examples is harder…
- H2- as obviously bad. H2- innovations are not necessarily dishonest — they often represent real attempts at improvement constrained by…
- H1 as a list of complaints. A strong H1 explains why the pattern persists, not only what is wrong with it. Without understanding H1's…
- H1 as "the past" and H3 as "the future." All three horizons exist simultaneously in the present. This is not a historical timeline.
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
Three Horizons Learning Transition Mapper loads about 4.3k tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 1,069 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 1,069 words (~4,337 tokens).
“Guides students through a Three Horizons mapping exercise that helps them understand how a current system is changing, what kind of future they want to grow, and which innovations are genuinely moving toward that future. The skill produces a structured…”
- name
- three-horizons-learning-transition-mapper
- disable-model-invocation
- false
- user-invocable
- true
- effort
- high
- skill_id
- original-frameworks/three-horizons-learning-transition-mapper
- skill_name
- Three Horizons Learning Transition Mapper
- domain
- original-frameworks
- version
- 1.0
- evidence_strength
- emerging
- evidence_sources
- Curry, A., & Hodgson, A. (2008). Seeing in multiple horizons: connecting futures to strategy. Journal of Futures Studies, 13(1), 1–20., Sharpe, B., Fazey, I…
- output_schema.type
- object
Files
Just SKILL.md in skills/original-frameworks/three-horizons-learning-transition-mapper of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Three Horizons Learning Transition Mapper 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 |
|---|---|---|---|---|---|---|
| Three Horizons Learning Transition Mapper this skillGarethManning/education-agent-skills | 837 | — | ~4.3k | 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 | 66k | — | ~2k | Automated safety check: Pass | MIT | |
| Deep Reading Analystginobefun/deep-reading-analyst-skill | 353 | 4 repos | ~3.6k | Automated safety check: Pass | MIT | |
| OpenMAIC Setup and ExtensionTHU-MAIC/OpenMAIC | 40k | — | ~1.7k | Automated safety check: Notes | MIT | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None |
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Related
Categories
Questions about Three Horizons Learning Transition Mapper
What does Three Horizons Learning Transition Mapper do?
Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2- — to understand change dynamics and…. Three Horizons Learning Transition Mapper is an agent skill from GarethManning/education-agent-skills. Map a scoped topic across three coexisting horizons — current system under strain (H1), preferred future (H3), and transition innovations sorted as H2+ or H2- — to understand change dynamics and identify responsible next actions.
When should I use Three Horizons Learning Transition Mapper?
Three Horizons Learning Transition Mapper fits situations like: education work in your project.
How do I install Three Horizons Learning Transition Mapper in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill three-horizons-learning-transition-mapper -a claude-code`. Or copy the skill folder (skills/original-frameworks/three-horizons-learning-transition-mapper in GarethManning/education-agent-skills) into .claude/skills/three-horizons-learning-transition-mapper in your project. Claude Code loads it when a task matches its description.
How do I install Three Horizons Learning Transition Mapper in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill three-horizons-learning-transition-mapper -a codex`. Or copy the skill folder (skills/original-frameworks/three-horizons-learning-transition-mapper in GarethManning/education-agent-skills) into .agents/skills/three-horizons-learning-transition-mapper in your project. Codex loads it when a task matches its description.
Can I use Three Horizons Learning Transition Mapper 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 three-horizons-learning-transition-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/three-horizons-learning-transition-mapper, .gemini/skills/three-horizons-learning-transition-mapper, .github/skills/three-horizons-learning-transition-mapper and .opencode/skills/three-horizons-learning-transition-mapper in your project.
What does Three Horizons Learning Transition Mapper need to run?
SKILL.md names no scripts, command-line tools or credentials: Three Horizons Learning Transition Mapper is instructions for the agent only.
Does Three Horizons Learning Transition Mapper 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 Three Horizons Learning Transition Mapper 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 Three Horizons Learning Transition Mapper use?
Three Horizons Learning Transition Mapper 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 Three Horizons Learning Transition Mapper use?
About 4.3k tokens (SKILL.md is roughly 17k 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 Three Horizons Learning Transition Mapper?
Skills that share tags, products or a category with Three Horizons Learning Transition Mapper: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 66k stars), Deep Reading Analyst (ginobefun/deep-reading-analyst-skill, 353 stars) and OpenMAIC Setup and Extension (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Three Horizons Learning Transition Mapper?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 837 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.