proto-persona SKILL.md skillA

proto-persona from ninjasln-labs/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add ninjasln-labs/agent-skills/proto-persona@v1.1.1

Pins v1.1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
ninjasln-labs/agent-skills
Path
proto-persona/SKILL.md
Versions recorded
5
Latest version
v1.1.1, committed Sep 29, 2026
First version recorded
Aug 3, 2026
Size
15,040 bytes
Repository stars
3
License
none declared

Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.

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

# Proto Persona

## Purpose
Create an initial, assumption-based persona profile that synthesizes available user research, market data, and stakeholder knowledge into a working hypothesis about your target user. Use this to align teams early in product development, guide initial design decisions, and identify gaps in understanding that require validation through research.

This is not a validated persona—it's a "proto" (prototype) persona that evolves as you learn more. Think of it as a structured placeholder that prevents design-by-committee while acknowledging you don't have all the answers yet.

## Input

**Works best with:** The target user or segment you need a working profile for.
**Also useful:** Whatever signal exists — support themes, sales anecdotes, analytics, prior research — plus the decision the persona will guide.

Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add ninjasln-labs/agent-skills/proto-persona@sha256:7183bab85ecd17c1

The line at the top of this page pins the label v1.1.1, 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_ptacdlhilvze6pgb.svg)](https://markdownregistry.com/a/art_ptacdlhilvze6pgb)

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

Versions

The registry has recorded 5 versions of this file, between Aug 3, 2026 and Sep 29, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
v1.1.1 latest2026-09-29 0febb7a 15,040 BA view · diff
v1.0.32026-09-22 75c75c0 12,499 BA view · diff
v1.0.02026-09-07 571fb57 12,586 BA view · diff
git:20260803.cf548c92026-08-03 cf548c9 12,524 BA view · diff
git:20260803.88cd1672026-08-03 88cd167 12,507 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 (15040 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

ninjasln-labs/agent-skills · 3 stars · license none declared · pushed 2026-10-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ptacdlhilvze6pgb
GET https://markdownregistry.com/api/v1/resolve?ref=ninjasln-labs/agent-skills/proto-persona
GET https://markdownregistry.com/api/v1/blob/7183bab85ecd17c12a44dc775c3c16f46ee82cbf01eb8037f2863bc1a2c04955

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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Every file in ninjasln-labs/agent-skills

Other files named proto-persona

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deanpeters/product-manager-skills · skills/proto-persona/SKILL.md · Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer…
git:20260810.b68bf96 · audit A · 7,599 stars

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