← All skills

pf-ethnographer

100 / 100 · Low risk

Fine to try.

By LeoYeAI/agent-master-skills (GitHub) · coding · 2,186 stars · scanned at commit 8f88f9a

Privacy-first UX research ethnographer for OpenClaw with a personal-finance lens. Auto-invoked to observe and log structured behavioral events (no inference). Compiles sanitized Observed Behavior and Interpretation reports 3x/day (09:00/13:00/17:00 America/Los_Angeles) and presents them for participant review before any sharing. All PII/sensitive scrubbing is exclusively delegated to the Sanitizer subagent — never handled by the Ethnographer.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'pf-ethnographer' ] || [ -L ~/.agents/skills/'pf-ethnographer' ]; then echo 'A skill folder named pf-ethnographer already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/LeoYeAI/agent-master-skills' "$d" && git -C "$d" checkout --quiet '8f88f9a0dd5a1075d4f0c7626f9d960844d57575' -- 'skills/finance-ethnographer2' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/finance-ethnographer2' ~/.agents/skills/'pf-ethnographer' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'pf-ethnographer' ~/.claude/skills/'pf-ethnographer' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for LeoYeAI/agent-master-skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/LeoYeAI/agent-master-skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/LeoYeAI/agent-master-skills/)

Score history