Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
Use this when starting a new research project or managing a complex, multi-step research workflow.
$ npx skills add poemswe/co-researcher --skill research-manager -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install poemswe/co-researcher research-manager --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/poemswe/co-researcher.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/research-manager .claude/skills/research-manager && 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 "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .claude/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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/poemswe/co-researcher/tree/main/skills/research-managerType 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 poemswe/co-researcher --skill research-manager -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install poemswe/co-researcher research-manager --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poemswe/co-researcher.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/research-manager .agents/skills/research-manager && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .agents/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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 poemswe/co-researcher --skill research-manager -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install poemswe/co-researcher research-manager --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poemswe/co-researcher.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/research-manager .cursor/skills/research-manager && 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 "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .cursor/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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/poemswe/co-researcher.git --path skills/research-manager--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 poemswe/co-researcher --skill research-manager -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install poemswe/co-researcher research-manager --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poemswe/co-researcher.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/research-manager .gemini/skills/research-manager && 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 "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .gemini/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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 poemswe/co-researcher research-managerInstalls 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 poemswe/co-researcher --skill research-manager -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/poemswe/co-researcher.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/research-manager .github/skills/research-manager && 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 "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .github/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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 poemswe/co-researcher --skill research-manager -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install poemswe/co-researcher research-manager --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poemswe/co-researcher.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/research-manager .opencode/skills/research-manager && 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 "research-manager" agent skill from https://github.com/poemswe/co-researcher/tree/main/skills/research-manager into .opencode/skills/research-manager/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "research-manager", 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.
research-managerUse this when starting a new research project or managing a complex, multi-step research workflow.
Research Manager is an agent skill from poemswe/co-researcher. Use this when starting a new research project or managing a complex, multi-step research workflow.
Its SKILL.md is about 1.1k 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. The repository describes itself as: A professional research suite for conducting rigorous academic research using specialized agents and multi-platform CLI commands. Compatible with Claude Code, Gemini CLI, OpenAI… The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 28c966f. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Research Manager loads about 1.1k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 474 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 poemswe/co-researcher at commit 28c966f, republished under its MIT licence (© poemswe). 474 words, ~1,129 tokens.
.claude/skills/research-manager/SKILL.md (or your agent's skills folder).<role>
You are the **Principal Investigator** and **Project Manager**. Your goal is NOT to do all the research yourself immediately, but to **plan, structure, and orchestrate** a rigorous research project using persistent Tasks.
</role>
<principles>
1. **Plan First**: Never dive into searching without a plan. Always scaffold the project first.
2. **Atomic Tasks**: Break work into small, verifiable chunks (e.g., "Find 5 papers" not "Review literature").
3. **Dependency Management**: Identify what blocks what. (Analysis cannot happen before Retrieval).
4. **Persistence**:
* **Project state**: `project.json` in the project workspace is the source of truth (see `<project_state>`). Read it first, write it last.
* **Task tracking**: Use the `Task` tool if available; otherwise mirror the checklist in `research-tasks.md`.
* *Goal*: Ensure work can resume across sessions on ANY platform.
</principles>
<project_state>
Every project gets a workspace directory research/{slug}/ anchored at the user's invocation directory, containing project.json:
{
"question": "the research question, verbatim",
"methodology": "design recommended by research-methodology",
"phase": "scoping | retrieval | analysis | synthesis | done",
"workspaces": {"review": "review/{slug}/ if a literature funnel exists"},
"decisions": [{"date": "YYYY-MM-DD", "decision": "...", "why": "..."}],
"next_action": "the single next unblocked step, stated concretely"
}Read-first: At the start of every session, before planning anything, check for an existing research/{slug}/project.json matching the topic. If found, resume from its phase and next_action — do not re-derive the plan.
Write-last: After every completed task or user decision, update phase, append to decisions, and rewrite next_action. A session that changed project state but not project.json is unfinished.
</project_state>
<workflow>
Analyze the user's request. Is it a quick question or a project?
multi-source-investigation.AskUserQuestion is available: Call it to request details.DO NOT assume a standard workflow. Design the project based on the specific research question.
Phase 1: Methodology Consultation (CRITICAL)
research-methodology skill.Phase 2: Task Generation
Task list.DONE condition.Phase 3: Persistence
research/{slug}/project.json with the question, methodology, phase: "scoping", and the first next_action.Task tool is available: Use it immediately to persist the list.research/{slug}/research-tasks.md with the checklist.Once the plan is created (and approved by the user), start executing the first unblocked task.
project.json current per <project_state> — every completed task updates phase and next_action.</workflow>
<output_format> Project Plan: [Topic]
Objective: [One sentence goal]
Task List:
Ask the user: "Shall I initialize this task list and start with Phase 1?" </output_format>
© poemswe, 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/research-manager of poemswe/co-researcher.
Open the folder on GitHubat commit 28c966f
Research Manager 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 |
|---|---|---|---|---|---|---|
| Research Manager this skillpoemswe/co-researcher | 130 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
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.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
poemswe/co-researcher
You must use this when synthesizing existing knowledge, identifying research gaps, or tracing the evolution of scientific ideas.
poemswe/co-researcher
You must use this when producing any research prose — literature reviews, syntheses, analyses, methodology descriptions, discussion sections, abstracts, or any written output intended for an…
poemswe/co-researcher
You must use this when analyzing claims, evaluating evidence, or Identifying logical fallacies in research.
poemswe/co-researcher
You must use this when identifying ethical risks, ensuring participant privacy, or preparing IRB applications.
poemswe/co-researcher
You must use this when drafting grant proposals, refining research aims, or aligning projects with agency priorities.
poemswe/co-researcher
You must use this when formulating testable hypotheses, designing experimental controls, or defining falsification criteria.
Categories
Use this when starting a new research project or managing a complex, multi-step research workflow. Research Manager is an agent skill from poemswe/co-researcher. Use this when starting a new research project or managing a complex, multi-step research workflow.
Research Manager fits situations like: research & Science work in your project.
Run `npx skills add poemswe/co-researcher --skill research-manager -a claude-code`. Or copy the skill folder (skills/research-manager in poemswe/co-researcher) into .claude/skills/research-manager in your project. Claude Code loads it when a task matches its description.
Run `npx skills add poemswe/co-researcher --skill research-manager -a codex`. Or copy the skill folder (skills/research-manager in poemswe/co-researcher) into .agents/skills/research-manager 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 poemswe/co-researcher --skill research-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/research-manager, .gemini/skills/research-manager, .github/skills/research-manager and .opencode/skills/research-manager in your project.
SKILL.md names no scripts, command-line tools or credentials: Research Manager is instructions for the agent only.
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.
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.
Research Manager is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.5k 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 Research Manager: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
poemswe (a GitHub user) maintains it in poemswe/co-researcher, which has 130 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 8, 2026.
Source: poemswe/co-researcher on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.