Choosing Causalpy Methods
brycewang-stanford/Auto-Empirical-Research-Skills
Choose the appropriate CausalPy experiment class from a causal question, data structure, treatment assignment, and identification assumptions.
A skill your agent uses when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic methods (qualitative/inductive…
No licenceAuto-check passed
Install Orgsci Methods
$ npx skills add franklee16/academic-research-skills --skill orgsci-methods -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills orgsci-methods --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .claude/skills/orgsci-methods && 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 "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .claude/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methodsType 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 franklee16/academic-research-skills --skill orgsci-methods -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills orgsci-methods --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .agents/skills/orgsci-methods && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .agents/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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 franklee16/academic-research-skills --skill orgsci-methods -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills orgsci-methods --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .cursor/skills/orgsci-methods && 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 "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .cursor/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods--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 franklee16/academic-research-skills --skill orgsci-methods -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills orgsci-methods --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .gemini/skills/orgsci-methods && 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 "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .gemini/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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 franklee16/academic-research-skills orgsci-methodsInstalls 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 franklee16/academic-research-skills --skill orgsci-methods -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .github/skills/orgsci-methods && 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 "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .github/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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 franklee16/academic-research-skills --skill orgsci-methods -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills orgsci-methods --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods .opencode/skills/orgsci-methods && 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 "orgsci-methods" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods into .opencode/skills/orgsci-methods/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "orgsci-methods", 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
orgsci-methods- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~959 tokens
- SKILL.md length
- 379 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic methods (qualitative/inductive…
- Quantitative/archival
- SKILL.md covers When to trigger, Match the method to the…, Causal inference is valued but… and Design quality that reviewers…, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Computational/simulation
What it does
Orgsci Methods is an agent skill from franklee16/academic-research-skills. Use when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic methods (qualitative/inductive, quantitative/archival, experimental, computational/simulation, formal-analytical) to the question and level of analysis, and justifying design without requiring causal identification.
Its SKILL.md is about 960 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Quantitative/archival
- Computational/simulation
- Formal-analytical) to the question and level of analysis
- Justifying design without requiring causal identification
Example prompts
- “/orgsci-methods”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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
Orgsci Methods loads about 959 tokens when it runs. Until then it costs about 91 tokens; SKILL.md has 379 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 379 words (~959 tokens).
“Organization Science is methodologically eclectic: it publishes qualitative and inductive fieldwork, quantitative and archival studies, experiments, computational/simulation models, and formal-analytical theory, and it does not privilege one. The design must fit the theoretical contribution and the level of analysis, not…”
- name
- orgsci-methods
Files
Just SKILL.md in Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
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 franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Orgsci Methods 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 |
|---|---|---|---|---|---|---|
| Orgsci Methods this skillfranklee16/academic-research-skills | 223 | 1 repos | ~959 | Automated safety check: Pass | None | |
| Choosing Causalpy Methodsbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~807 | Automated safety check: Pass | Custom licence | |
| Choosing Causalpy Methodspymc-labs/CausalPy | 1.2k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Santa Methodaffaan-m/ECC | 274k | 3 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Santa Methodaffaan-m/ECC | 274k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Santa Methodaffaan-m/ECC | 274k | — | ~1.9k | Automated safety check: Pass | MIT |
Similar skills
Choosing Causalpy Methods
pymc-labs/CausalPy
Choose the appropriate CausalPy experiment class from a causal or impact question, data structure, treatment assignment, and identification assumptions.
Santa Method
affaan-m/ECC
Multi-agent adversarial verification: two independent reviewers with the same rubric must both pass before output ships, with a fix-and-re-review convergence loop and human escalation cap.
Santa Method
affaan-m/ECC
収束ループを持つマルチエージェント敵対的検証。2つの独立したレビューエージェントが両方合格して初めて出力を出荷できます。
Santa Method
affaan-m/ECC
具有收敛循环的多智能体对抗验证。两个独立的审查代理必须都通过，输出才能发送。
Modern Array Methods
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing scripts, client components, bundles, or runtime behavior related to Use modern array and object methods.
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Questions about Orgsci Methods
What does Orgsci Methods do?
A skill your agent uses when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic methods (qualitative/inductive…. Orgsci Methods is an agent skill from franklee16/academic-research-skills. Use when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic methods (qualitative/inductive, quantitative/archival, experimental, computational/simulation, formal-analytical) to the question and level of analysis, and justifying design without requiring causal identification.
When should I use Orgsci Methods?
Orgsci Methods fits situations like: quantitative/archival; computational/simulation; formal-analytical) to the question and level of analysis; justifying design without requiring causal identification.
How do I install Orgsci Methods in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill orgsci-methods -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods in franklee16/academic-research-skills) into .claude/skills/orgsci-methods in your project. Claude Code loads it when a task matches its description.
How do I install Orgsci Methods in Codex?
Run `npx skills add franklee16/academic-research-skills --skill orgsci-methods -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Organization-Science-Skills/skills/orgsci-methods in franklee16/academic-research-skills) into .agents/skills/orgsci-methods in your project. Codex loads it when a task matches its description.
Can I use Orgsci Methods 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 franklee16/academic-research-skills --skill orgsci-methods -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/orgsci-methods, .gemini/skills/orgsci-methods, .github/skills/orgsci-methods and .opencode/skills/orgsci-methods in your project.
What does Orgsci Methods need to run?
SKILL.md names no scripts, command-line tools or credentials: Orgsci Methods is instructions for the agent only.
Does Orgsci Methods 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 Orgsci Methods 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 Orgsci Methods use?
No licence was found for Orgsci Methods or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Orgsci Methods use?
About 959 tokens (SKILL.md is roughly 3.8k 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 Orgsci Methods?
Skills that share tags, products or a category with Orgsci Methods: Choosing Causalpy Methods (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Choosing Causalpy Methods (pymc-labs/CausalPy, 1.2k stars), Santa Method (affaan-m/ECC, 274k stars) and Santa Method (affaan-m/ECC, 274k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Orgsci Methods?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.