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Agent skill

Psychologist Analyst

by FreedomIntelligence in FreedomIntelligence/OpenClaw-Medical-Skills

Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience.

No licenceAuto-check passedProductivity & Automation

Install Psychologist Analyst

skills CLI
$ npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill psychologist-analyst -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install FreedomIntelligence/OpenClaw-Medical-Skills psychologist-analyst --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/psychologist-analyst .claude/skills/psychologist-analyst && rm -rf skills-src

Use ~/.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/

Facts

Skill name
psychologist-analyst
GitHub stars
3.1k
Used in
1 other repo
Token cost
~15k tokens
SKILL.md length
6,190 words
Files
4
Skills in repo
279
Repo updated
First seen
Licence
None found

At a glance

Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience.

  • Works in 11 steps: Define Psychological Phenomenon → Gather Descriptive Information → Apply Relevant Psychological Theories → …
  • : Behavioral patterns
  • SKILL.md covers Purpose, When to Use This Skill, Core Philosophy: Psychological… and Theoretical Foundations…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Psychologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience. Provides insights on behavior, cognition, emotion, motivation, group dynamics, decision-making biases, mental health, and individual differences. Use when: Behavioral patterns, decision-making, group behavior, mental health, leadership, persuasion, trauma, development. Evaluates: Cognitive processes, emotional responses, motivations, biases, group dynamics…

Its SKILL.md is about 15k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `QUICK_REFERENCE.md`, `README.md` and `tests/quiz.md`).

It sits in Productivity & Automation, covering Health and fitness tracking. The repository describes itself as: The largest open-source medical AI skills library for OpenClaw🦞.

When your agent uses it

  • : Behavioral patterns
  • Decision-making

Example prompts

  • “Use the psychologist-analyst skill to analyz events through psychological lens using cognitive psychology, social psychology, developmental…”
  • “/psychologist-analyst”

Workflow steps

11 steps, taken from the step headings in SKILL.md.

  1. Define Psychological Phenomenon
  2. Gather Descriptive Information
  3. Apply Relevant Psychological Theories
  4. Analyze Cognitive Processes
  5. Examine Emotional and Motivational Factors
  6. Assess Social and Situational Influences
  7. Consider Individual Differences
  8. Evaluate Mental Health Dimensions
  9. Examine Biological Substrates
  10. Ground in Empirical Evidence
  11. Synthesize Psychological Analysis

What it can do on your machine

Read from SKILL.md and the folder at commit b1f9b6e. 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

    Links to these hosts (documentation or services it may open):

    • en.wikipedia.org
    • apa.org
    • psychiatry.org
    • about.ebsco.com
    • journals.sagepub.com
    • psychologicalscience.org
    • libguides.ecu.edu
    • infoguides.gmu.edu
    • jstor.org

    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

Psychologist Analyst loads about 15k tokens when it runs. Until then it costs about 141 tokens; SKILL.md has 6,190 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~141
When it runs · the whole SKILL.md, loaded when a task matches
~15k

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 6,190 words (~15,025 tokens).

“Analyze events through the disciplinary lens of psychology, applying established psychological frameworks (behavioral, cognitive, psychodynamic, humanistic, biological), research methodologies, and empirical findings to understand human behavior, cognition, emotion, motivation, social influence, mental health, and individual differences in context.”

— opening of SKILL.md by FreedomIntelligence
name
psychologist-analyst
version
1.0.0

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files in skills/psychologist-analyst of FreedomIntelligence/OpenClaw-Medical-Skills.

  • SKILL.md
  • QUICK_REFERENCE.md
  • README.md
  • tests/quiz.md

Open the folder on GitHubat commit b1f9b6e

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 FreedomIntelligence/OpenClaw-Medical-Skills, which our catalogue first saw on October 9, 2026.

Compare with similar skills

Psychologist Analyst 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.

Psychologist Analyst compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Psychologist Analyst this skillFreedomIntelligence/OpenClaw-Medical-Skills3.1k1 repos~15kAutomated safety check: PassNone
Coachfelixrieseberg/claude-coach1991 repos~4.9kAutomated safety check: PassMIT
Fitness Analyzerhuifer/WellAlly-health9605 repos~1.3kAutomated safety check: PassMIT
Master Ajahn Chahxr843/Master-skill4471 repos~2kAutomated safety check: PassCC-BY-NC-SA-4.0
Mental Health Analyzerhuifer/WellAlly-health9605 repos~3.2kAutomated safety check: PassMIT
Nutrition Analyzerhuifer/WellAlly-health9605 repos~3.3kAutomated safety check: PassMIT

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Categories

Questions about Psychologist Analyst

What does Psychologist Analyst do?

Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience. Psychologist Analyst is an agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. Analyzes events through psychological lens using cognitive psychology, social psychology, developmental psychology, clinical psychology, and neuroscience.

When should I use Psychologist Analyst?

Psychologist Analyst fits situations like: : Behavioral patterns; decision-making.

How do I install Psychologist Analyst in Claude Code?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill psychologist-analyst -a claude-code`. Or copy the skill folder (skills/psychologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .claude/skills/psychologist-analyst in your project. Claude Code loads it when a task matches its description.

How do I install Psychologist Analyst in Codex?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill psychologist-analyst -a codex`. Or copy the skill folder (skills/psychologist-analyst in FreedomIntelligence/OpenClaw-Medical-Skills) into .agents/skills/psychologist-analyst in your project. Codex loads it when a task matches its description.

Can I use Psychologist Analyst 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 FreedomIntelligence/OpenClaw-Medical-Skills --skill psychologist-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/psychologist-analyst, .gemini/skills/psychologist-analyst, .github/skills/psychologist-analyst and .opencode/skills/psychologist-analyst in your project.

What does Psychologist Analyst need to run?

SKILL.md names no scripts, command-line tools or credentials: Psychologist Analyst is instructions for the agent only.

Does Psychologist Analyst access the network?

SKILL.md names 9 domains. As links in the text: en.wikipedia.org, apa.org, psychiatry.org, about.ebsco.com, journals.sagepub.com, psychologicalscience.org, libguides.ecu.edu, infoguides.gmu.edu and jstor.org. This is read from the text; nothing was executed.

Is Psychologist Analyst 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 Psychologist Analyst use?

No licence was found for Psychologist Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Psychologist Analyst use?

About 15k tokens (SKILL.md is roughly 60k 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 Psychologist Analyst?

Skills that share tags, products or a category with Psychologist Analyst: Coach (felixrieseberg/claude-coach, 199 stars), Fitness Analyzer (huifer/WellAlly-health, 960 stars), Master Ajahn Chah (xr843/Master-skill, 447 stars) and Mental Health Analyzer (huifer/WellAlly-health, 960 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Psychologist Analyst?

FreedomIntelligence (a GitHub organization) maintains it in FreedomIntelligence/OpenClaw-Medical-Skills, which has 3,053 GitHub stars. The repository holds 279 skills in this directory. The repository was last updated on July 21, 2026.

Source: FreedomIntelligence/OpenClaw-Medical-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.