Litigation Deadline Calendar
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Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and…
Install Process Model
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills process-model --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/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .claude/skills/process-model && 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 "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .claude/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-modelType 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills process-model --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .agents/skills/process-model && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .agents/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills process-model --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .cursor/skills/process-model && 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 "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .cursor/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/61-phdemotions-research-methods/skills/process-model--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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills process-model --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .gemini/skills/process-model && 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 "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .gemini/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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 brycewang-stanford/Auto-Empirical-Research-Skills process-modelInstalls 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .github/skills/process-model && 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 "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .github/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills process-model --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/61-phdemotions-research-methods/skills/process-model .opencode/skills/process-model && 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 "process-model" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/61-phdemotions-research-methods/skills/process-model into .opencode/skills/process-model/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "process-model", 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
process-model- GitHub stars
- 4.5k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 648 words
- Files
- 4 (incl. references)
- Skills in repo
- 369
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and…
- Works in 9 steps: Read context → Load principles and references → Identify the model → …
- The user says PROCESS model
- SKILL.md covers How to run a PROCESS model, Voice and Argument handling
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Process Model is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and APA-formatted output that matches familiar PROCESS tables. Maps model numbers (1-24) to inspectable lavaan syntax instead of black-box macros. Use when the user says "PROCESS model," "mediation," "moderated mediation," "conditional indirect effect," "Hayes model," "indirect effect," "moderation," or when /analyze encounters a…
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/criteria.md`, `references/hayes-models.md` and `references/principles.md`).
It sits in Legal & Compliance, covering Dispute resolution. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- The user says PROCESS model
- Moderated mediation
- Conditional indirect effect
- Indirect effect
Example prompts
- “PROCESS model,”
- “mediation,”
- “moderated mediation,”
- “/process-model”
Requirements
- Python 3
Workflow steps
9 steps, taken from the step headings in SKILL.md.
- Read context
- Load principles and references
- Identify the model
- Mean-center continuous moderators
- Fit the model
- Extract and report results
- Produce visualizations
- Format output tables
- Summary and next steps
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. 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 (its code samples are r).
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
Process Model loads about 1.5k tokens when it runs, and up to ~4.5k if it reads all its reference files. Until then it costs about 160 tokens; SKILL.md has 648 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 648 words (~1,528 tokens).
“You translate the PROCESS model the researcher has in mind into transparent, reproducible lavaan code. Researchers in business and marketing think in "Model 4" and "Model 14" — your job is to give them exactly that, but with inspectable code…”
- name
- process-model
- argument-hint
- <Hayes model number (1-24) or description of model structure>
Files
SKILL.md and 3 other files (references) in skills/61-phdemotions-research-methods/skills/process-model of brycewang-stanford/Auto-Empirical-Research-Skills.
- SKILL.md
- references/criteria.md
- references/hayes-models.md
- references/principles.md
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Process Model 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 |
|---|---|---|---|---|---|---|
| Process Model this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Litigation Deadline Calendarlawve-ai/awesome-legal-skills | 826 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Moot Court Simulation Buildercat-xierluo/legal-skills | 713 | — | ~1.4k | Automated safety check: Pass | CC-BY-NC-4.0 | |
| Intake To Draftstella/stella | 258 | — | ~537 | Automated safety check: Pass | Apache-2.0 | |
| Nla Createinternet-court/internet-court-skill | 6.4k | 2 repos | ~915 | Automated safety check: Pass | MIT | |
| Nla Arbitrateinternet-court/internet-court-skill | 6.4k | 1 repos | ~866 | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Process Model
What does Process Model do?
Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and…. Process Model is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Implement Hayes PROCESS mediation and moderation models transparently via lavaan and bruceR, with bootstrap CIs, index of moderated mediation, Johnson-Neyman regions of significance, and APA-formatted output that matches familiar PROCESS tables.
When should I use Process Model?
Process Model fits situations like: the user says PROCESS model; moderated mediation; conditional indirect effect; indirect effect.
How do I install Process Model in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a claude-code`. Or copy the skill folder (skills/61-phdemotions-research-methods/skills/process-model in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/process-model in your project. Claude Code loads it when a task matches its description.
How do I install Process Model in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a codex`. Or copy the skill folder (skills/61-phdemotions-research-methods/skills/process-model in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/process-model in your project. Codex loads it when a task matches its description.
Can I use Process Model 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill process-model -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/process-model, .gemini/skills/process-model, .github/skills/process-model and .opencode/skills/process-model in your project.
What does Process Model need to run?
SKILL.md names no scripts, command-line tools or credentials: Process Model is instructions for the agent only. Our summary lists: Python 3.
Does Process Model 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 Process Model 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 Process Model use?
Process Model 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 Process Model use?
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.9k tokens, read only when the agent opens those files.
What are the alternatives to Process Model?
Skills that share tags, products or a category with Process Model: Litigation Deadline Calendar (lawve-ai/awesome-legal-skills, 826 stars), Moot Court Simulation Builder (cat-xierluo/legal-skills, 713 stars), Intake To Draft (stella/stella, 258 stars) and Nla Create (internet-court/internet-court-skill, 6.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Process Model?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,517 GitHub stars. The repository holds 369 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-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.