Heptabase CLI
heptameta/heptabase-cli-skills
Use the local heptabase CLI whenever the user mentions Heptabase or shares an app.heptabase.com URL/deep link.
Student database processing tools. An agent skill from MassLab-SII/open-agent-skills.
Install Student Database
$ npx skills add MassLab-SII/open-agent-skills --skill student-database -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MassLab-SII/open-agent-skills student-database --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/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/portable-skills/student_database .claude/skills/student-database && 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 "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .claude/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_databaseType 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 MassLab-SII/open-agent-skills --skill student-database -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MassLab-SII/open-agent-skills student-database --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/portable-skills/student_database .agents/skills/student-database && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .agents/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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 MassLab-SII/open-agent-skills --skill student-database -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MassLab-SII/open-agent-skills student-database --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/portable-skills/student_database .cursor/skills/student-database && 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 "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .cursor/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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/MassLab-SII/open-agent-skills.git --path portable-skills/student_database--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 MassLab-SII/open-agent-skills --skill student-database -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MassLab-SII/open-agent-skills student-database --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/portable-skills/student_database .gemini/skills/student-database && 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 "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .gemini/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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 MassLab-SII/open-agent-skills student-databaseInstalls 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 MassLab-SII/open-agent-skills --skill student-database -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/portable-skills/student_database .github/skills/student-database && 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 "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .github/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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 MassLab-SII/open-agent-skills --skill student-database -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MassLab-SII/open-agent-skills student-database --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MassLab-SII/open-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/portable-skills/student_database .opencode/skills/student-database && 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 "student-database" agent skill from https://github.com/MassLab-SII/open-agent-skills/tree/main/portable-skills/student_database into .opencode/skills/student-database/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "student-database", 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
student-database- GitHub stars
- 133
- Token cost
- ~1.6k tokens
- SKILL.md length
- 493 words
- Files
- 5 (incl. scripts)
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Student database processing tools. An agent skill from MassLab-SII/open-agent-skills.
- Works in 4 steps: Grade-Based Score → Duplicate Name Finder → Filter by Recommendation Grade → …
- Productivity & Automation work in your project
- SKILL.md covers Important Notes, I. Skills and II. Basic Tools…
- Runs Python scripts from its folder; calls python
What it does
Student Database is an agent skill from MassLab-SII/open-agent-skills. Student database processing tools. Includes grade calculation, duplicate name detection, recommendation letter filtering, and TOEFL score filtering.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `scripts/duplicate_name.py`, `scripts/filter_by_recommendation.py` and `scripts/filter_by_toefl.py`).
It sits in Productivity & Automation. The repository describes itself as: We are dedicated to building a set of open agent skills that deliver superior performance, higher determinism, and greater consistency on targeted tasks, while operating at a… The licence is Apache-2.0.
When your agent uses it
- Productivity & Automation work in your project
Example prompts
- “/student-database”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit ece5fab. 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
Ships 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python
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
Student Database loads about 1.6k tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 493 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); the scripts in this folder are not scanned.
SKILL.md
The full file from MassLab-SII/open-agent-skills at commit ece5fab, republished under its Apache-2.0 licence (© MassLab-SII). 493 words, ~1,607 tokens.
Download SKILL.mdSave it as
.claude/skills/student-database/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- student-database
- description
- Student database processing tools. Includes grade calculation, duplicate name detection, recommendation letter filtering, and TOEFL score filtering.
Student Database Skill
This skill provides tools for processing student database:
- Grade calculation: Calculate student grades from scores
- Duplicate name finder: Find duplicate names in database
- Filter by recommendation: Find students by recommendation grade
- Filter by TOEFL: Find students by TOEFL score threshold
Important Notes
- Do not use other bash commands: Do not attempt to use general bash commands or shell operations like cat, ls.
- Use relative paths: Use paths relative to the working directory (e.g.,
./student_database).
I. Skills
1. Grade-Based Score
Calculate student grades from student database and generate output files.
Features
- Read all basic_info.txt files from student folders
- Extract chinese, math, english scores
- Calculate grades: A(90+), B(80-89), C(70-79), D(60-69), F(<60)
- Generate student_grades.csv and grade_summary.txt
Example
python gradebased_score.py ./student_database
# Specify output directory
python gradebased_score.py ./student_database --output-dir ./outputOutput Files
- student_grades.csv: student_id, name, chinese_score, chinese_grade, math_score, math_grade, english_score, english_grade
- grade_summary.txt: Total students, A/B/C/D/F counts per subject, pass/fail counts
2. Duplicate Name Finder
Find duplicate names in student database.
Features
- Scan all student folders
- Extract names from basic_info.txt
- Identify names that appear more than once
- Generate namesake.txt
Example
python duplicate_name.py ./student_database
# Specify output file
python duplicate_name.py ./student_database --output ./namesake.txtOutput Format
name: xxx
count: xxx
ids: xxx, xxx, ...
name: yyy
count: yyy
ids: yyy, yyy, ...3. Filter by Recommendation Grade
Find students with specified grade(s) from recommendation_letter.txt files.
Features
- Filter by single grade (S, A, B, C, D, F) or multiple grades (e.g., SA for S or A)
- Returns list of matching student folder names
Example
# Filter students with grade S
python filter_by_recommendation.py ./student_database S
# Filter students with grade A
python filter_by_recommendation.py ./student_database A
# Filter students with grade S OR A
python filter_by_recommendation.py ./student_database SA4. Filter by TOEFL Score
Find students with TOEFL score >= a specified threshold.
Features
- Reads TOEFL score from basic_info.txt in each student folder
- Filter by minimum score threshold
- Returns list of matching student folder names
Example
# Find students with TOEFL >= 100
python filter_by_toefl.py ./student_database 100
# Find students with TOEFL >= 90
python filter_by_toefl.py ./student_database 90II. Basic Tools (FileSystemTools)
Below are the basic tool functions. These are atomic operations for flexible combination.
Prefer Skills over Basic Tools: When a task matches one of the Skills above, use the corresponding Skill instead of Basic Tools. Skills are more efficient because they can perform batch operations in a single call.
Note: Code should be written without line breaks.
Show full SKILL.md (181 more words)Show less
How to Run
# Standard format
python run_fs_ops.py -c "await fs.read_text_file('./file.txt')"File Reading Tools
read_text_file(path, head=None, tail=None)
Use Cases:
- Read complete file contents
- Read first N lines (head) or last N lines (tail)
Example:
python run_fs_ops.py -c "await fs.read_text_file('./data/file.txt')"read_multiple_files(paths)
Use Cases:
- Read multiple files simultaneously
Example:
python run_fs_ops.py -c "await fs.read_multiple_files(['./a.txt', './b.txt'])"File Writing Tools
write_file(path, content)
Use Cases:
- Create new files with short, simple content only
- Overwrite existing files
⚠️ Warning: Do NOT include triple backticks (```) in the content, as this will break command parsing.
Example:
python run_fs_ops.py -c "await fs.write_file('./new.txt', 'Hello World')"edit_file(path, edits)
Use Cases:
- Make line-based edits to existing files
Example:
python run_fs_ops.py -c "await fs.edit_file('./file.txt', [{'oldText': 'foo', 'newText': 'bar'}])"Directory Tools
create_directory(path)
Use Cases:
- Create new directories (supports recursive creation)
Example:
python run_fs_ops.py -c "await fs.create_directory('./new/nested/dir')"list_directory(path)
Use Cases:
- List all files and directories in a path
Example:
python run_fs_ops.py -c "await fs.list_directory('.')"list_files(path=None, exclude_hidden=True)
Use Cases:
- List only files in a directory
Example:
python run_fs_ops.py -c "await fs.list_files('./data')"File Operations
move_file(source, destination)
Use Cases:
- Move or rename files/directories
Example:
python run_fs_ops.py -c "await fs.move_file('./old.txt', './new.txt')"search_files(pattern, base_path=None)
Use Cases:
- Search for files matching a glob pattern
Example:
python run_fs_ops.py -c "await fs.search_files('*.txt')"File Information
get_file_info(path)
Use Cases:
- Get detailed metadata (size, created, modified, etc.)
Example:
python run_fs_ops.py -c "await fs.get_file_info('./file.txt')"get_file_size(path)
Use Cases:
- Get file size in bytes
Example:
python run_fs_ops.py -c "await fs.get_file_size('./file.txt')"get_file_ctime(path) / get_file_mtime(path)
Use Cases:
- Get file creation/modification time
Example:
python run_fs_ops.py -c "await fs.get_file_mtime('./file.txt')"get_files_info_batch(filenames, base_path=None)
Use Cases:
- Get file information for multiple files in parallel
Example:
python run_fs_ops.py -c "await fs.get_files_info_batch(['a.txt', 'b.txt'], './data')"© MassLab-SII, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 4 other files (scripts) in portable-skills/student_database of MassLab-SII/open-agent-skills.
- SKILL.md
- scripts/duplicate_name.py
- scripts/filter_by_recommendation.py
- scripts/filter_by_toefl.py
- scripts/gradebased_score.py
Open the folder on GitHubat commit ece5fab
Compare with similar skills
Student Database 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 |
|---|---|---|---|---|---|---|
| Student Database this skillMassLab-SII/open-agent-skills | 133 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Heptabase CLIheptameta/heptabase-cli-skills | 155 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Readwise CLIiusztinpaul/ai-research-os-workshop | 179 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Fin Guru Learner ProfileAojdevStudio/Finance-Guru | 322 | — | ~508 | Automated safety check: Pass | Custom licence | |
| Ruler Emotional Literacy SequenceGarethManning/education-agent-skills | 837 | — | ~5.5k | Automated safety check: Pass | Custom licence | |
| Cn Home School Commsmohitagw15856/pm-claude-skills | 1.4k | — | ~1k | Automated safety check: Pass | MIT |
Similar skills
Readwise CLI
iusztinpaul/ai-research-os-workshop
How to use the Readwise CLI — access highlights, documents, and your entire reading library from the command line
Fin Guru Learner Profile
AojdevStudio/Finance-Guru
Build or update the owner's learner profile for teaching and onboarding, covering literacy level, learning preferences, risk tolerance, goals, time limits, and ADHD-friendly pacing.
Ruler Emotional Literacy Sequence
GarethManning/education-agent-skills
Design a RULER emotional literacy sequence for recognising, understanding, labelling, expressing, and regulating emotions.
Cn Home School Comms
mohitagw15856/pm-claude-skills
A skill your agent uses when asked 怎么给老师发消息, 跟班主任沟通, 孩子在学校被欺负怎么跟老师说, 对老师的做法有意见, 请假怎么写, 家长群里怎么说话, or write a message from a parent to a teacher in China.
- Official
Agent Browser CLI
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking…
More from MassLab-SII/open-agent-skills
Advanced File Management
MassLab-SII/open-agent-skills
Advanced file management tools. An agent skill from MassLab-SII/open-agent-skills.
Desktop Analysis
MassLab-SII/open-agent-skills
Desktop analysis and reporting tools. An agent skill from MassLab-SII/open-agent-skills.
Reddit Browser Automation
MassLab-SII/open-agent-skills
This skill provides tools and techniques for Postmill/Reddit-like forum automation.
Shopping Admin Browser Automation
MassLab-SII/open-agent-skills
This skill provides tools and techniques for Magento Admin panel automation.
Shopping Browser Automation
MassLab-SII/open-agent-skills
This skill provides tools and techniques for e-commerce website automation.
GitHub
MassLab-SII/open-agent-skills
Comprehensive GitHub repository management toolkit. An agent skill from MassLab-SII/open-agent-skills.
Related
Categories
Questions about Student Database
What does Student Database do?
Student database processing tools. An agent skill from MassLab-SII/open-agent-skills. Student Database is an agent skill from MassLab-SII/open-agent-skills. Student database processing tools.
When should I use Student Database?
Student Database fits situations like: productivity & Automation work in your project.
How do I install Student Database in Claude Code?
Run `npx skills add MassLab-SII/open-agent-skills --skill student-database -a claude-code`. Or copy the skill folder (portable-skills/student_database in MassLab-SII/open-agent-skills) into .claude/skills/student-database in your project. Claude Code loads it when a task matches its description.
How do I install Student Database in Codex?
Run `npx skills add MassLab-SII/open-agent-skills --skill student-database -a codex`. Or copy the skill folder (portable-skills/student_database in MassLab-SII/open-agent-skills) into .agents/skills/student-database in your project. Codex loads it when a task matches its description.
Can I use Student Database 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 MassLab-SII/open-agent-skills --skill student-database -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/student-database, .gemini/skills/student-database, .github/skills/student-database and .opencode/skills/student-database in your project.
What does Student Database need to run?
Going by SKILL.md and its folder, Student Database needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Student Database 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 Student Database 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Student Database use?
Student Database is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Student Database use?
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Student Database?
Skills that share tags, products or a category with Student Database: Heptabase CLI (heptameta/heptabase-cli-skills, 155 stars), Readwise CLI (iusztinpaul/ai-research-os-workshop, 179 stars), Fin Guru Learner Profile (AojdevStudio/Finance-Guru, 322 stars) and Ruler Emotional Literacy Sequence (GarethManning/education-agent-skills, 837 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Student Database?
MassLab-SII (a GitHub organization) maintains it in MassLab-SII/open-agent-skills, which has 133 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on December 29, 2025.
Source: MassLab-SII/open-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.