nw-persona-jtbd-analysis SKILL.md skillA

nw-persona-jtbd-analysis from nwave-ai/nwave is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nwave-ai/nwave/nw-persona-jtbd-analysis@git:20260609.c723548

Pins git:20260609.c723548 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nwave-ai/nwave
Path
nWave/skills/nw-persona-jtbd-analysis/SKILL.md
Versions recorded
3
Latest version
git:20260609.c723548, committed Jun 9, 2026
First version recorded
Mar 17, 2026
Size
4,999 bytes
Repository stars
633
License
MIT

Structured persona creation and JTBD analysis methodology - persona templates, ODI job step tables, pain point mapping, success metric quantification, and multi-persona segmentation.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Persona and JTBD Analysis

Use during Phase 1 (GATHER) when the user lacks clear personas or the "Who" section needs rigorous definition. Provides structured alternative to ad-hoc persona descriptions.

## Persona Template

For each user type, build a complete persona:

```markdown
## Persona: {Name}

**Who**: {Role description -- one sentence capturing relationship to product}
**Demographics**:
- {Characteristic 1: e.g., technical proficiency level}
- {Characteristic 2: e.g., frequency of interaction}
- {Characteristic 3: e.g., environment/context of use}
- {Characteristic 4: e.g., primary motivation}

**Jobs-to-be-Done**: (see Job Step Table below)

**Pain Points**:
- {Pain 1} -- maps to Job Step: {step name}
- {Pain 2} -- maps to Job Step: {step name}

**Success Metrics**:
- {Quantified outcome 1: e.g., "Task completed in < 2 minutes"}
- {Quantified outcome 2: e.g., "Zero manual configuration steps"}
```

## Job Step Table

Each persona has job steps describing what they accomplish. Steps follow ODI format.

| Job Step | Goal | Desired Outcome |
|----------|------|-----------------|
| {Verb} | {What the user wants to achieve} | Minimize {metric} of {undesirable state} |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nwave-ai/nwave/nw-persona-jtbd-analysis@sha256:0bfd73c58c4ae0b3

The line at the top of this page pins the label git:20260609.c723548, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tvmd7qjmzflnpjmy.svg)](https://markdownregistry.com/a/art_tvmd7qjmzflnpjmy)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Mar 17, 2026 and Jun 9, 2026, about one every 42 days.

versioncommittedcommitsizeaudit
git:20260609.c723548 latest2026-06-09 c723548 4,999 BA view · diff
git:20260318.e6a0e192026-03-18 e6a0e19 4,977 BA view · diff
git:20260317.1d161472026-03-17 1d16147 4,968 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4999 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

nwave-ai/nwave · 633 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_tvmd7qjmzflnpjmy
GET https://markdownregistry.com/api/v1/resolve?ref=nwave-ai/nwave/nw-persona-jtbd-analysis
GET https://markdownregistry.com/api/v1/blob/0bfd73c58c4ae0b370b8d9340a9463308a1335b10640b9715cd56f2414d28f1d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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