user-research-user-modeling

user-research-user-modeling is a skill for Claude Code, Codex from LuckyOneTwoThree/pm-skill. It costs 71 tokens per session (4,778 once invoked), scanned A, original, no licence file.

A user-modeling pipeline that turns user feedback and behavior analysis into descriptions of typical users and their experiences. It can produce personas, empathy maps, and journey maps.

In plain words
What is it for?
Use it to generate personas, empathy maps, journey maps, user profiles, typical-user descriptions, and user-role models from user voice and behavior analysis.
Why use it?
It organizes research findings into clear models, so teams can reason about user roles, needs, and experiences without assembling each model manually.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to generate personas, empathy maps, journey maps, user profiles, typical-user descriptions, and user-role models from user voice and behavior analysis.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/luckyonetwothree/pm-skill/user-research-user-modeling
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add LuckyOneTwoThree/pm-skill --skill user-research-user-modeling
Clone the repo
git clone --depth 1 https://github.com/LuckyOneTwoThree/pm-skill

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for user-research-user-modeling

README.md
[![agentmods](https://agentmods.dev/badge/skills/luckyonetwothree/pm-skill/user-research-user-modeling/github.svg)](https://agentmods.dev/skills/luckyonetwothree/pm-skill/user-research-user-modeling)
Your own site
<a href="https://agentmods.dev/skills/luckyonetwothree/pm-skill/user-research-user-modeling"><img src="https://agentmods.dev/badge/skills/luckyonetwothree/pm-skill/user-research-user-modeling/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for user-research-user-modeling

Your own site · 80×15
<a href="https://agentmods.dev/skills/luckyonetwothree/pm-skill/user-research-user-modeling"><img src="https://agentmods.dev/badge/skills/luckyonetwothree/pm-skill/user-research-user-modeling.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 71 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,778 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00071 $0.04778
Opus 5 $0.00036 $0.02389
Sonnet 5 $0.00014 $0.00956
Haiku 4.5 $0.00007 $0.00478

Measured 12d ago against content hash f8d2b11bc2f2, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

user-research-user-modeling scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

pm-01-discovery/skills/user-research-user-modeling/SKILL.md · 441 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 12d ago First seen · 441 lines · 71 tokens per session scan A f8d2b11bc2f2

Subscribe to this mod's changes

user-research-user-modeling is a skill published in the GitHub repository LuckyOneTwoThree/pm-skill (6 stars, last pushed 3mo ago), with no licence file. It adds 71 tokens to every session and 4,778 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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