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.
This skill should be used when evaluating the quality of book chapters, lessons, or educational content.
Install Content Evaluation Framework
$ npx skills add aiskillstore/marketplace --skill content-evaluation-framework -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace content-evaluation-framework --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .claude/skills/content-evaluation-framework && 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 "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .claude/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-frameworkType 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 aiskillstore/marketplace --skill content-evaluation-framework -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace content-evaluation-framework --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .agents/skills/content-evaluation-framework && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .agents/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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 aiskillstore/marketplace --skill content-evaluation-framework -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace content-evaluation-framework --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .cursor/skills/content-evaluation-framework && 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 "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .cursor/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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/aiskillstore/marketplace.git --path skills/92bilal26/content-evaluation-framework--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 aiskillstore/marketplace --skill content-evaluation-framework -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace content-evaluation-framework --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .gemini/skills/content-evaluation-framework && 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 "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .gemini/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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 aiskillstore/marketplace content-evaluation-frameworkInstalls 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 aiskillstore/marketplace --skill content-evaluation-framework -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .github/skills/content-evaluation-framework && 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 "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .github/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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 aiskillstore/marketplace --skill content-evaluation-framework -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace content-evaluation-framework --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/92bilal26/content-evaluation-framework .opencode/skills/content-evaluation-framework && 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 "content-evaluation-framework" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/92bilal26/content-evaluation-framework into .opencode/skills/content-evaluation-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "content-evaluation-framework", 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
content-evaluation-framework- GitHub stars
- 430
- Token cost
- ~3k tokens
- SKILL.md length
- 1,276 words
- Files
- 5 (incl. references)
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
This skill should be used when evaluating the quality of book chapters, lessons, or educational content.
- Works in 7 steps: Prepare Context → Load Detailed Rubric → Evaluate Constitution Compliance First → …
- Tasks that involve Quizzes and assessments
- SKILL.md covers Purpose, When to Use This Skill, Evaluation Methodology and How to Conduct an Evaluation, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Content Evaluation Framework is an agent skill from aiskillstore/marketplace. This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.
Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/constitution-checklist.md`, `references/evaluation-template.md` and `references/rubric-details.md`).
It sits in Education, covering Quizzes and assessments and Educational content. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Quizzes and assessments
- Tasks that involve Educational content
Example prompts
- “/content-evaluation-framework”
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Prepare Context
- Load Detailed Rubric
- Evaluate Constitution Compliance First
- Score Each Weighted Category
- Calculate Weighted Score
- Generate Evaluation Report
- Communicate Results
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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
Content Evaluation Framework loads about 3k tokens when it runs, and up to ~18k if it reads all its reference files. Until then it costs about 137 tokens; SKILL.md has 1,276 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 1,276 words (~3,032 tokens).
“This skill provides a comprehensive, systematic rubric for evaluating educational book chapters and lessons with quantifiable quality standards.”
- name
- content-evaluation-framework
- version
- 2.1.0
- constitution_alignment
- v4.0.1
Files
SKILL.md and 4 other files (references) in skills/92bilal26/content-evaluation-framework of aiskillstore/marketplace.
- SKILL.md
- references/constitution-checklist.md
- references/evaluation-template.md
- references/rubric-details.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Compare with similar skills
Content Evaluation Framework 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 |
|---|---|---|---|---|---|---|
| Content Evaluation Framework this skillaiskillstore/marketplace | 430 | — | ~3k | Automated safety check: Pass | None | |
| Codebase to Coursezarazhangrui/codebase-to-course | 5.7k | — | ~4.4k | Automated safety check: Pass | None | |
| Claude Code Self-Assessment Advisorlhfer/claude-howto-zh-cn | 2.3k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Lesson Generatordair-ai/dair-academy-plugins | 614 | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Canvas Reading AnnotationX-isdoingreat/canvas-pilot | 125 | — | ~8.4k | Automated safety check: Notes | AGPL-3.0 | |
| OpenMAIC Stage Document MapTHU-MAIC/OpenMAIC | 40k | — | ~2.4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Content Evaluation Framework
What does Content Evaluation Framework do?
This skill should be used when evaluating the quality of book chapters, lessons, or educational content. Content Evaluation Framework is an agent skill from aiskillstore/marketplace. This skill should be used when evaluating the quality of book chapters, lessons, or educational content.
When should I use Content Evaluation Framework?
Content Evaluation Framework fits situations like: tasks that involve Quizzes and assessments; tasks that involve Educational content.
How do I install Content Evaluation Framework in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill content-evaluation-framework -a claude-code`. Or copy the skill folder (skills/92bilal26/content-evaluation-framework in aiskillstore/marketplace) into .claude/skills/content-evaluation-framework in your project. Claude Code loads it when a task matches its description.
How do I install Content Evaluation Framework in Codex?
Run `npx skills add aiskillstore/marketplace --skill content-evaluation-framework -a codex`. Or copy the skill folder (skills/92bilal26/content-evaluation-framework in aiskillstore/marketplace) into .agents/skills/content-evaluation-framework in your project. Codex loads it when a task matches its description.
Can I use Content Evaluation Framework 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 aiskillstore/marketplace --skill content-evaluation-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/content-evaluation-framework, .gemini/skills/content-evaluation-framework, .github/skills/content-evaluation-framework and .opencode/skills/content-evaluation-framework in your project.
What does Content Evaluation Framework need to run?
SKILL.md names no scripts, command-line tools or credentials: Content Evaluation Framework is instructions for the agent only.
Does Content Evaluation Framework 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 Content Evaluation Framework 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 Content Evaluation Framework use?
No licence was found for Content Evaluation Framework or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Content Evaluation Framework use?
About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 15k tokens, read only when the agent opens those files.
What are the alternatives to Content Evaluation Framework?
Skills that share tags, products or a category with Content Evaluation Framework: Codebase to Course (zarazhangrui/codebase-to-course, 5.7k stars), Claude Code Self-Assessment Advisor (lhfer/claude-howto-zh-cn, 2.3k stars), Lesson Generator (dair-ai/dair-academy-plugins, 614 stars) and Canvas Reading Annotation (X-isdoingreat/canvas-pilot, 125 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Content Evaluation Framework?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.