Research Planning
lingzhi227/agent-research-skills
Design research plans and paper architectures. An agent skill from lingzhi227/agent-research-skills.
Orchestrate agent team for meta-analysis pipeline. An agent skill from htlin222/meta-pipe.
Install Ma Agent Teams
$ npx skills add htlin222/meta-pipe --skill ma-agent-teams -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install htlin222/meta-pipe ma-agent-teams --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/htlin222/meta-pipe.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ma-agent-teams .claude/skills/ma-agent-teams && 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 "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .claude/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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/htlin222/meta-pipe/tree/main/ma-agent-teamsType 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 htlin222/meta-pipe --skill ma-agent-teams -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install htlin222/meta-pipe ma-agent-teams --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/htlin222/meta-pipe.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ma-agent-teams .agents/skills/ma-agent-teams && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .agents/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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 htlin222/meta-pipe --skill ma-agent-teams -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install htlin222/meta-pipe ma-agent-teams --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/htlin222/meta-pipe.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ma-agent-teams .cursor/skills/ma-agent-teams && 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 "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .cursor/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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/htlin222/meta-pipe.git --path ma-agent-teams--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 htlin222/meta-pipe --skill ma-agent-teams -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install htlin222/meta-pipe ma-agent-teams --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/htlin222/meta-pipe.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ma-agent-teams .gemini/skills/ma-agent-teams && 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 "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .gemini/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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 htlin222/meta-pipe ma-agent-teamsInstalls 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 htlin222/meta-pipe --skill ma-agent-teams -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/htlin222/meta-pipe.git skills-src && mkdir -p .github/skills && cp -r skills-src/ma-agent-teams .github/skills/ma-agent-teams && 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 "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .github/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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 htlin222/meta-pipe --skill ma-agent-teams -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install htlin222/meta-pipe ma-agent-teams --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/htlin222/meta-pipe.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ma-agent-teams .opencode/skills/ma-agent-teams && 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 "ma-agent-teams" agent skill from https://github.com/htlin222/meta-pipe/tree/main/ma-agent-teams into .opencode/skills/ma-agent-teams/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ma-agent-teams", 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
ma-agent-teams- GitHub stars
- 139
- Token cost
- ~2.5k tokens
- SKILL.md length
- 857 words
- Files
- 11
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Orchestrate agent team for meta-analysis pipeline. An agent skill from htlin222/meta-pipe.
- Works in 4 steps: Sequential Foundation (Stages 00-02) → Parallel Screening (Stage 03) → Sequential Processing (Stages 04-06) → …
- Tasks that involve Task breakdown
- SKILL.md covers Prerequisites, When to Use, When NOT to Use and Team Composition, plus 9 more sections
- Runs Shell scripts from its folder; calls uv
What it does
Ma Agent Teams is an agent skill from htlin222/meta-pipe. Orchestrate agent team for meta-analysis pipeline. Creates team, spawns teammates, manages task list and handoffs between pipeline stages.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files (for example `hooks/task-completed.sh`, `hooks/teammate-idle.sh` and `prompts/data-extractor.md`).
It sits in Research & Science, covering Task breakdown. The repository describes itself as: Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, screening, extraction, analysis, and manuscript generation for systematic reviews and….
When your agent uses it
- Tasks that involve Task breakdown
Example prompts
- “/ma-agent-teams”
Requirements
- A Bash shell
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Sequential Foundation (Stages 00-02)
- Parallel Screening (Stage 03)
- Sequential Processing (Stages 04-06)
- Parallel Synthesis (Stages 07-09)
What it can do on your machine
Read from SKILL.md and the folder at commit 5c5c3f0. 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 script files (Shell), which the agent can run.
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Ma Agent Teams loads about 2.5k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 857 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 857 words (~2,480 tokens).
“Coordinate multiple Claude Code instances as a team for parallel meta-analysis work.”
- name
- ma-agent-teams
Files
SKILL.md and 10 other files in ma-agent-teams of htlin222/meta-pipe.
- SKILL.md
- hooks/task-completed.sh
- hooks/teammate-idle.sh
- prompts/data-extractor.md
- prompts/fulltext-manager.md
- prompts/manuscript-writer.md
- prompts/protocol-architect.md
- prompts/qa-auditor.md
- prompts/screening-reviewer.md
- prompts/search-specialist.md
- prompts/statistician.md
Open the folder on GitHubat commit 5c5c3f0
Compare with similar skills
Ma Agent Teams 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 |
|---|---|---|---|---|---|---|
| Ma Agent Teams this skillhtlin222/meta-pipe | 139 | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Research Planninglingzhi227/agent-research-skills | 390 | — | ~721 | Automated safety check: Pass | None | |
| Apple RemindersDrugClaw/DrugClaw | 126 | — | ~364 | Automated safety check: Pass | Proprietary | |
| Research Plannersimranjeet97/Awsome_AI_Agents | 229 | — | ~143 | Automated safety check: Pass | Apache-2.0 | |
| Resubmission Deadline Trackeraipoch/medical-research-skills | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | |
| CCPM Project Managementautomazeio/ccpm | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT |
Similar skills
Apple Reminders
DrugClaw/DrugClaw
Manage Apple Reminders on macOS using remindctl (list, add, edit, complete, delete, and list management).
Research Planner
simranjeet97/Awsome_AI_Agents
Decomposes a research question into a structured investigation plan with sub-questions, search angles, and output format requirements.
Resubmission Deadline Tracker
aipoch/medical-research-skills
Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.
CCPM Project Management
automazeio/ccpm
Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts.
MemPalace Task Handoff
MemPalace/mempalace
Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded.
More from htlin222/meta-pipe
All 15 skills in this repoMa Data Extraction
htlin222/meta-pipe
Define extraction schema, extract study data from full texts, and store it in a structured database for meta-analysis.
Ma End To End
htlin222/meta-pipe
End-to-end AI-assisted meta-analysis pipeline orchestration from TOPIC.txt to final manuscript and reviewer responses.
Ma Fulltext Management
htlin222/meta-pipe
Collect and manage full-text PDFs for included studies, track provenance, and prepare documents for extraction.
Ma Screening Quality
htlin222/meta-pipe
Perform title and abstract screening, apply inclusion and exclusion criteria, and assess study quality or risk of bias.
Ma Search Bibliography
htlin222/meta-pipe
Conduct literature searches for meta-analysis using Python with uv, query PubMed and other databases, deduplicate results, and store round-based bibliographies with notes.
Ma Manuscript Quarto
htlin222/meta-pipe
Draft and render a meta-analysis manuscript with Quarto using an IMRaD structure and embedded figures/tables.
Related
Categories
Questions about Ma Agent Teams
What does Ma Agent Teams do?
Orchestrate agent team for meta-analysis pipeline. An agent skill from htlin222/meta-pipe. Ma Agent Teams is an agent skill from htlin222/meta-pipe. Orchestrate agent team for meta-analysis pipeline.
When should I use Ma Agent Teams?
Ma Agent Teams fits situations like: tasks that involve Task breakdown.
How do I install Ma Agent Teams in Claude Code?
Run `npx skills add htlin222/meta-pipe --skill ma-agent-teams -a claude-code`. Or copy the skill folder (ma-agent-teams in htlin222/meta-pipe) into .claude/skills/ma-agent-teams in your project. Claude Code loads it when a task matches its description.
How do I install Ma Agent Teams in Codex?
Run `npx skills add htlin222/meta-pipe --skill ma-agent-teams -a codex`. Or copy the skill folder (ma-agent-teams in htlin222/meta-pipe) into .agents/skills/ma-agent-teams in your project. Codex loads it when a task matches its description.
Can I use Ma Agent Teams 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 htlin222/meta-pipe --skill ma-agent-teams -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ma-agent-teams, .gemini/skills/ma-agent-teams, .github/skills/ma-agent-teams and .opencode/skills/ma-agent-teams in your project.
What does Ma Agent Teams need to run?
Going by SKILL.md and its folder, Ma Agent Teams needs a shell for the scripts in its folder and the command-line tools its instructions call (uv). Our summary lists: A Bash shell.
Does Ma Agent Teams access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Ma Agent Teams 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 Ma Agent Teams use?
Ma Agent Teams 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 Ma Agent Teams use?
About 2.5k tokens (SKILL.md is roughly 9.9k 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 Ma Agent Teams?
Skills that share tags, products or a category with Ma Agent Teams: Research Planning (lingzhi227/agent-research-skills, 390 stars), Apple Reminders (DrugClaw/DrugClaw, 126 stars), Research Planner (simranjeet97/Awsome_AI_Agents, 229 stars) and Resubmission Deadline Tracker (aipoch/medical-research-skills, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ma Agent Teams?
htlin222 (a GitHub user) maintains it in htlin222/meta-pipe, which has 139 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 23, 2026.
Source: htlin222/meta-pipe on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.