Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Coordinate parallel research workers to investigate a topic deeply and synthesize citation-backed findings — a user-invoked Research Orchestrator workflow.
Install Swarm Research
$ npx skills add dralgorhythm/claude-agentic-framework --skill swarm-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-research --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/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/swarm-research .claude/skills/swarm-research && 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 "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .claude/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-researchType 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 dralgorhythm/claude-agentic-framework --skill swarm-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/swarm-research .agents/skills/swarm-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .agents/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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 dralgorhythm/claude-agentic-framework --skill swarm-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/swarm-research .cursor/skills/swarm-research && 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 "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .cursor/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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/dralgorhythm/claude-agentic-framework.git --path .claude/skills/swarm-research--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 dralgorhythm/claude-agentic-framework --skill swarm-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/swarm-research .gemini/skills/swarm-research && 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 "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .gemini/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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 dralgorhythm/claude-agentic-framework swarm-researchInstalls 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 dralgorhythm/claude-agentic-framework --skill swarm-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/swarm-research .github/skills/swarm-research && 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 "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .github/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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 dralgorhythm/claude-agentic-framework --skill swarm-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dralgorhythm/claude-agentic-framework swarm-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dralgorhythm/claude-agentic-framework.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/swarm-research .opencode/skills/swarm-research && 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 "swarm-research" agent skill from https://github.com/dralgorhythm/claude-agentic-framework/tree/main/.claude/skills/swarm-research into .opencode/skills/swarm-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swarm-research", 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
swarm-research- GitHub stars
- 125
- Token cost
- ~2.1k tokens
- SKILL.md length
- 982 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- None found
At a glance
Coordinate parallel research workers to investigate a topic deeply and synthesize citation-backed findings — a user-invoked Research Orchestrator workflow.
- Works in 8 steps: Scope — Read the input and identify… → Decompose — Break scope into independent… → Prepare — Create output file paths for… → …
- Tasks that involve Citation management
- SKILL.md covers MCP Tools, Research Workflow, Worker Dispatch and Output Paths, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Swarm Research is an agent skill from dralgorhythm/claude-agentic-framework. Coordinate parallel research workers to investigate a topic deeply and synthesize citation-backed findings — a user-invoked Research Orchestrator workflow.
Its SKILL.md is about 2.1k 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 Research & Science, covering Citation management. The repository describes itself as: A More Effective Agent Harness for Claude.
When your agent uses it
- Tasks that involve Citation management
Example prompts
- “/swarm-research”
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Scope — Read the input and identify distinct research tracks
- Decompose — Break scope into independent assignments, one per worker (see Scope Splitting)
- Prepare — Create output file paths for each worker
- Dispatch — Launch worker-research agents in parallel (up to 8 concurrent)
- Collect — Read all worker outputs when complete
- Critique — Apply cross-checking protocol across outputs
- Synthesize — Produce deliverables appropriate to scope (see Deliverable Structure)
- Deliver — Write outputs to correct paths
What it can do on your machine
Read from SKILL.md and the folder at commit 6436a20. 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
Swarm Research loads about 2.1k tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 982 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 982 words (~2,082 tokens).
“Coordinate parallel research workers to investigate topics deeply and synthesize their findings into structured, citation-backed reports.”
- name
- swarm-research
- argument-hint
- [research-topic-or-question]
- disable-model-invocation
- true
Files
Just SKILL.md in .claude/skills/swarm-research of dralgorhythm/claude-agentic-framework.
Open the folder on GitHubat commit 6436a20
Compare with similar skills
Swarm Research 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 |
|---|---|---|---|---|---|---|
| Swarm Research this skilldralgorhythm/claude-agentic-framework | 125 | — | ~2.1k | Automated safety check: Pass | None | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
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Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
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Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Literature Review
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Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
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Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
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Related
Categories
Questions about Swarm Research
What does Swarm Research do?
Coordinate parallel research workers to investigate a topic deeply and synthesize citation-backed findings — a user-invoked Research Orchestrator workflow. Swarm Research is an agent skill from dralgorhythm/claude-agentic-framework. Coordinate parallel research workers to investigate a topic deeply and synthesize citation-backed findings — a user-invoked Research Orchestrator workflow.
When should I use Swarm Research?
Swarm Research fits situations like: tasks that involve Citation management.
How do I install Swarm Research in Claude Code?
Run `npx skills add dralgorhythm/claude-agentic-framework --skill swarm-research -a claude-code`. Or copy the skill folder (.claude/skills/swarm-research in dralgorhythm/claude-agentic-framework) into .claude/skills/swarm-research in your project. Claude Code loads it when a task matches its description.
How do I install Swarm Research in Codex?
Run `npx skills add dralgorhythm/claude-agentic-framework --skill swarm-research -a codex`. Or copy the skill folder (.claude/skills/swarm-research in dralgorhythm/claude-agentic-framework) into .agents/skills/swarm-research in your project. Codex loads it when a task matches its description.
Can I use Swarm Research 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 dralgorhythm/claude-agentic-framework --skill swarm-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swarm-research, .gemini/skills/swarm-research, .github/skills/swarm-research and .opencode/skills/swarm-research in your project.
What does Swarm Research need to run?
SKILL.md names no scripts, command-line tools or credentials: Swarm Research is instructions for the agent only.
Does Swarm Research 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 Swarm Research 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 Swarm Research use?
No licence was found for Swarm Research or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Swarm Research use?
About 2.1k tokens (SKILL.md is roughly 8.3k 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 Swarm Research?
Skills that share tags, products or a category with Swarm Research: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swarm Research?
dralgorhythm (a GitHub user) maintains it in dralgorhythm/claude-agentic-framework, which has 125 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on July 24, 2026.
Source: dralgorhythm/claude-agentic-framework on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.