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 a five-level rubric with coherent logic for a learning target within a developmental band.
Install Coherent Rubric Logic Builder
$ npx skills add GarethManning/education-agent-skills --skill coherent-rubric-logic-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills coherent-rubric-logic-builder --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/coherent-rubric-logic-builder .claude/skills/coherent-rubric-logic-builder && 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 "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .claude/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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/coherent-rubric-logic-builderType 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 coherent-rubric-logic-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills coherent-rubric-logic-builder --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/coherent-rubric-logic-builder .agents/skills/coherent-rubric-logic-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .agents/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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 coherent-rubric-logic-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills coherent-rubric-logic-builder --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/coherent-rubric-logic-builder .cursor/skills/coherent-rubric-logic-builder && 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 "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .cursor/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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/coherent-rubric-logic-builder--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 coherent-rubric-logic-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills coherent-rubric-logic-builder --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/coherent-rubric-logic-builder .gemini/skills/coherent-rubric-logic-builder && 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 "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .gemini/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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 coherent-rubric-logic-builderInstalls 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 coherent-rubric-logic-builder -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/coherent-rubric-logic-builder .github/skills/coherent-rubric-logic-builder && 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 "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .github/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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 coherent-rubric-logic-builder -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 coherent-rubric-logic-builder --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/coherent-rubric-logic-builder .opencode/skills/coherent-rubric-logic-builder && 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 "coherent-rubric-logic-builder" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/original-frameworks/coherent-rubric-logic-builder into .opencode/skills/coherent-rubric-logic-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coherent-rubric-logic-builder", 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
coherent-rubric-logic-builder- GitHub stars
- 840
- Token cost
- ~6k tokens
- SKILL.md length
- 1,986 words
- Files
- 1
- Skills in repo
- 160
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Build a five-level rubric with coherent logic for a learning target within a developmental band.
- Works in 3 steps: The rubric assesses the written PRODUCT,… → The co-construction process requires… → "Extending" is a professional judgment…
- Manning methodology programmes where Competent = success
- 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
Coherent Rubric Logic Builder is an agent skill from GarethManning/education-agent-skills. Build a five-level rubric with coherent logic for a learning target within a developmental band. Use for Manning methodology programmes where Competent = success. For general curriculum rubrics, use criterion-referenced-rubric-generator instead.
Its SKILL.md is about 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
- Manning methodology programmes where Competent = success
- Tasks that involve Quizzes and assessments
Example prompts
- “/coherent-rubric-logic-builder”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- The rubric assesses the written PRODUCT, not the thinking PROCESS. A student who thinks critically but writes poorly may be assessed as…
- The co-construction process requires 30-40 minutes and three exemplars. Teachers who skip this step and simply hand out the rubric will…
- "Extending" is a professional judgment call. The descriptor provides guidance ("integrates multiple evidence sources, addresses…
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
Coherent Rubric Logic Builder loads about 6k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 1,986 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 1,986 words (~6,027 tokens).
“This skill encodes an original practitioner framework developed by Gareth Manning, educator, curriculum designer, and learning systems designer. Unlike skills in other domains, it is not drawn from peer-reviewed research traditions. It is grounded in serious engagement with learning science…”
- name
- coherent-rubric-logic-builder
- disable-model-invocation
- true
- user-invocable
- true
- effort
- medium
- skill_id
- original-frameworks/coherent-rubric-logic-builder
- skill_name
- Coherent Rubric Logic Builder
- domain
- original-frameworks
- version
- 1.0
- evidence_strength
- emerging
- evidence_sources
- Manning — REAL School Rubric Logic Guide v2.1 (January 2026, original methodology), Burch (1970) — Four stages of competence (unconscious incompetence →…
- output_schema.type
- object
Files
Just SKILL.md in skills/original-frameworks/coherent-rubric-logic-builder of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Coherent Rubric Logic Builder 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 |
|---|---|---|---|---|---|---|
| Coherent Rubric Logic Builder this skillGarethManning/education-agent-skills | 840 | — | ~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 | 66k | — | ~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 | 66k | — | ~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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Scholar Evaluation
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Categories
Questions about Coherent Rubric Logic Builder
What does Coherent Rubric Logic Builder do?
Build a five-level rubric with coherent logic for a learning target within a developmental band. Coherent Rubric Logic Builder is an agent skill from GarethManning/education-agent-skills. Build a five-level rubric with coherent logic for a learning target within a developmental band.
When should I use Coherent Rubric Logic Builder?
Coherent Rubric Logic Builder fits situations like: manning methodology programmes where Competent = success; tasks that involve Quizzes and assessments.
How do I install Coherent Rubric Logic Builder in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill coherent-rubric-logic-builder -a claude-code`. Or copy the skill folder (skills/original-frameworks/coherent-rubric-logic-builder in GarethManning/education-agent-skills) into .claude/skills/coherent-rubric-logic-builder in your project. Claude Code loads it when a task matches its description.
How do I install Coherent Rubric Logic Builder in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill coherent-rubric-logic-builder -a codex`. Or copy the skill folder (skills/original-frameworks/coherent-rubric-logic-builder in GarethManning/education-agent-skills) into .agents/skills/coherent-rubric-logic-builder in your project. Codex loads it when a task matches its description.
Can I use Coherent Rubric Logic Builder 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 coherent-rubric-logic-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/coherent-rubric-logic-builder, .gemini/skills/coherent-rubric-logic-builder, .github/skills/coherent-rubric-logic-builder and .opencode/skills/coherent-rubric-logic-builder in your project.
What does Coherent Rubric Logic Builder need to run?
SKILL.md names no scripts, command-line tools or credentials: Coherent Rubric Logic Builder is instructions for the agent only.
Does Coherent Rubric Logic Builder 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 Coherent Rubric Logic Builder 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 Coherent Rubric Logic Builder use?
Coherent Rubric Logic Builder 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 Coherent Rubric Logic Builder use?
About 6k tokens (SKILL.md is roughly 24k 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 Coherent Rubric Logic Builder?
Skills that share tags, products or a category with Coherent Rubric Logic Builder: DeepTutor CLI (HKUDS/DeepTutor, 41k stars), AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 66k stars), Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars) and AI Engineering Phase 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 Coherent Rubric Logic Builder?
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.