AI Engineering Placement Quiz
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
Analyze most-taught books and texts via Open Syllabus analytics
$ npx skills add wentorai/research-plugins --skill open-syllabus-api -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins open-syllabus-api --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/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .claude/skills/open-syllabus-api && 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 "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .claude/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-apiType 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 wentorai/research-plugins --skill open-syllabus-api -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins open-syllabus-api --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .agents/skills/open-syllabus-api && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .agents/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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 wentorai/research-plugins --skill open-syllabus-api -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins open-syllabus-api --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .cursor/skills/open-syllabus-api && 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 "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .cursor/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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/wentorai/research-plugins.git --path skills/domains/education/open-syllabus-api--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 wentorai/research-plugins --skill open-syllabus-api -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins open-syllabus-api --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .gemini/skills/open-syllabus-api && 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 "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .gemini/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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 wentorai/research-plugins open-syllabus-apiInstalls 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 wentorai/research-plugins --skill open-syllabus-api -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .github/skills/open-syllabus-api && 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 "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .github/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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 wentorai/research-plugins --skill open-syllabus-api -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins open-syllabus-api --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/domains/education/open-syllabus-api .opencode/skills/open-syllabus-api && 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 "open-syllabus-api" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/domains/education/open-syllabus-api into .opencode/skills/open-syllabus-api/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-syllabus-api", 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.
open-syllabus-apiAnalyze most-taught books and texts via Open Syllabus analytics
Open Syllabus API is an agent skill from wentorai/research-plugins. Analyze most-taught books and texts via Open Syllabus analytics
Its SKILL.md is about 1.4k 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 Curriculum and course design. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit bf44b3c. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
curlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.opensyllabus.orgexplorer.opensyllabus.orgAlso links to:
opensyllabus.orgFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
OS_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Open Syllabus API loads about 1.4k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 242 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.
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.
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 242 words, ~1,418 tokens.
.claude/skills/open-syllabus-api/SKILL.md (or your agent's skills folder).Open Syllabus analyzes 20M+ college course syllabi from 7,000+ institutions in 140+ countries, tracking which books, articles, and media are most frequently assigned in higher education. The Explorer provides teaching frequency rankings and co-assignment patterns. Useful for curriculum research, textbook selection, and understanding disciplinary norms. Free for basic search; institutional subscription for full API access.
# The primary interface is the web explorer:
# https://explorer.opensyllabus.org/
# Search by title, author, or field
# Filter by country, institution, discipline, year range# API requires institutional subscription
# Base URL: https://api.opensyllabus.org/v1/
# Search titles
curl -H "Authorization: Bearer $OS_TOKEN" \
"https://api.opensyllabus.org/v1/titles?query=republic+plato&limit=20"
# Get title details
curl -H "Authorization: Bearer $OS_TOKEN" \
"https://api.opensyllabus.org/v1/titles/12345"
# Co-assignment analysis
curl -H "Authorization: Bearer $OS_TOKEN" \
"https://api.opensyllabus.org/v1/titles/12345/co-assigned?limit=20"
# Rankings by field
curl -H "Authorization: Bearer $OS_TOKEN" \
"https://api.opensyllabus.org/v1/rankings?field=Economics&limit=50"| Parameter | Description | Example |
|---|---|---|
query | Search text | query=machine+learning |
field | Academic discipline | field=Computer Science |
country | Country filter | country=US |
institution | Institution filter | institution=Harvard |
year_from | Start year | year_from=2020 |
year_to | End year | year_to=2026 |
limit | Results per page | limit=50 |
| Metric | Description |
|---|---|
| Teaching Score | 0-100 normalized frequency of syllabi appearances |
| Count | Raw number of syllabi featuring the title |
| Rank | Position in overall or field-specific ranking |
| Co-assignment | Titles frequently taught alongside this one |
import requests
BASE_URL = "https://api.opensyllabus.org/v1"
def search_titles(query: str, field: str = None,
country: str = None,
limit: int = 20, token: str = "") -> list:
"""Search Open Syllabus for assigned titles."""
headers = {"Authorization": f"Bearer {token}"} if token else {}
params = {"query": query, "limit": limit}
if field:
params["field"] = field
if country:
params["country"] = country
resp = requests.get(
f"{BASE_URL}/titles",
headers=headers,
params=params,
)
resp.raise_for_status()
data = resp.json()
results = []
for item in data.get("results", []):
results.append({
"title": item.get("title"),
"authors": item.get("authors"),
"teaching_score": item.get("teaching_score"),
"count": item.get("appearance_count"),
"rank": item.get("rank"),
"top_fields": item.get("top_fields", []),
})
return results
def get_co_assigned(title_id: int, limit: int = 20,
token: str = "") -> list:
"""Get titles frequently co-assigned with a given title."""
headers = {"Authorization": f"Bearer {token}"} if token else {}
resp = requests.get(
f"{BASE_URL}/titles/{title_id}/co-assigned",
headers=headers,
params={"limit": limit},
)
resp.raise_for_status()
return resp.json().get("results", [])
def get_field_rankings(field: str, limit: int = 50,
token: str = "") -> list:
"""Get most-taught titles in a field."""
headers = {"Authorization": f"Bearer {token}"} if token else {}
resp = requests.get(
f"{BASE_URL}/rankings",
headers=headers,
params={"field": field, "limit": limit},
)
resp.raise_for_status()
return resp.json().get("results", [])
# Example: find most-taught economics texts
# results = search_titles("microeconomics", field="Economics")
# for r in results:
# print(f"#{r['rank']} {r['title']} — {r['authors']}")
# print(f" Teaching Score: {r['teaching_score']} "
# f"({r['count']} syllabi)")| Rank | Title | Author | Field |
|---|---|---|---|
| 1 | The Elements of Style | Strunk & White | Writing |
| 2 | The Republic | Plato | Philosophy |
| 3 | A Manual for Writers | Turabian | Writing |
| ~10 | Thinking, Fast and Slow | Kahneman | Psychology |
| ~50 | Introduction to Algorithms | CLRS | CS |
© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/domains/education/open-syllabus-api of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Open Syllabus API 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 |
|---|---|---|---|---|---|---|
| Open Syllabus API this skillwentorai/research-plugins | 298 | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| AI Engineering Placement Quizrohitg00/ai-engineering-from-scratch | 66k | — | ~2k | Automated safety check: Pass | MIT | |
| K-12 Core Literacy Lesson DesignTHU-MAIC/OpenMAIC | 40k | — | ~2.4k | Automated safety check: Pass | MIT | |
| AnythingAtlasLiuziyu77/AnythingAtlas | 195 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| Codex Skill Self-AssessmentFlorianBruniaux/claude-code-ultimate-guide | 6.1k | — | ~2.3k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Curriculum PlannerTHU-MAIC/OpenMAIC | 40k | — | ~2.8k | Automated safety check: Pass | MIT |
rohitg00/ai-engineering-from-scratch
Runs a 10-question quiz across five areas to place a learner in the AI Engineering from Scratch curriculum, so they skip what they already know.
THU-MAIC/OpenMAIC
Designs a Chinese K-12 classroom for one OpenMAIC stage around the core-literacy model, using authentic tasks, performance assessment and observable evidence.
Liuziyu77/AnythingAtlas
Researches an unfamiliar topic and delivers a verified resource guide and a staged, timed learning roadmap as matching Markdown and HTML files.
FlorianBruniaux/claude-code-ultimate-guide
Runs an interactive quiz in a quick or comprehensive mode, scores your skill level by topic and generates a personalized learning path with practice projects.
THU-MAIC/OpenMAIC
Plans a multi-classroom series such as a seven-day course, clarifies the brief in rounds, gets sign-off on the full lesson list, then builds each stage in a shared folder.
madhvantyagi/Gnos
Design and revise a course's goal, progression, prerequisites, and sources.
wentorai/research-plugins
Craft structured research abstracts that maximize clarity and journal acceptance
wentorai/research-plugins
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
wentorai/research-plugins
Summarize academic papers with structured extraction of key elements
wentorai/research-plugins
Evidence-based study techniques for academic learning and retention
wentorai/research-plugins
Adjust writing tone and register for academic audiences and venues
wentorai/research-plugins
Academic translation, post-editing, and Chinglish correction guide
Categories
Analyze most-taught books and texts via Open Syllabus analytics. Open Syllabus API is an agent skill from wentorai/research-plugins.
Open Syllabus API fits situations like: tasks that involve Curriculum and course design.
Run `npx skills add wentorai/research-plugins --skill open-syllabus-api -a claude-code`. Or copy the skill folder (skills/domains/education/open-syllabus-api in wentorai/research-plugins) into .claude/skills/open-syllabus-api in your project. Claude Code loads it when a task matches its description.
Run `npx skills add wentorai/research-plugins --skill open-syllabus-api -a codex`. Or copy the skill folder (skills/domains/education/open-syllabus-api in wentorai/research-plugins) into .agents/skills/open-syllabus-api in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/research-plugins --skill open-syllabus-api -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-syllabus-api, .gemini/skills/open-syllabus-api, .github/skills/open-syllabus-api and .opencode/skills/open-syllabus-api in your project.
Going by SKILL.md and its folder, Open Syllabus API needs the command-line tools its instructions call (curl) and credentials named OS_TOKEN. Our summary lists: Python 3.
SKILL.md names 3 domains. In commands or code: api.opensyllabus.org and explorer.opensyllabus.org; the agent is likely to contact these when it follows the instructions. As links in the text: opensyllabus.org. This is read from the text; nothing was executed.
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.
Open Syllabus API is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Open Syllabus API: AI Engineering Placement Quiz (rohitg00/ai-engineering-from-scratch, 66k stars), K-12 Core Literacy Lesson Design (THU-MAIC/OpenMAIC, 40k stars), AnythingAtlas (Liuziyu77/AnythingAtlas, 195 stars) and Codex Skill Self-Assessment (FlorianBruniaux/claude-code-ultimate-guide, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.