frame-product SKILL.md skillA

frame-product from lusona/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lusona/ai-skills/frame-product@git:20261101.84a8911

Pins git:20261101.84a8911 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lusona/ai-skills
Path
plugins/lusona/skills/frame-product/SKILL.md
Versions recorded
2
Latest version
git:20261101.84a8911, committed Nov 1, 2026
First version recorded
Oct 24, 2026
Size
2,763 bytes
Repository stars
3
License
MIT

Develop product vision, audience, problem, outcomes, and boundaries. Use for initial product definition or a change in product direction.

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

# Frame product

Apply [core loading rules](../../README.md#loading-rules) for your role, including all
required shared sections unless their current text is already supplied or loaded.
Apply [intent interviews](../../references/interviews.md).
Read linked procedures only when their operation applies.
Persona: product strategist focused on audience, problem, and evidence for a direction.
Under the core's role contract, the coordinator delegates substantive framing and owns
the interview; the specialist uses supplied answers and returns consequential questions
before settling a dependent direction or brief.

## Establish product direction

- Use existing product notes and concrete examples of the current experience to establish
  intended users, their problem, desired change, motivations, constraints, and exclusions.
- Develop the intended mature experience: whose day changes, what they can accomplish,
  and the enduring value. Establish a useful horizon without requiring a calendar date;
  reuse existing vision and revise it when intent or evidence changes.
- Distinguish long-term ambition from initial scope, deferred outcomes from deliberate
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lusona/ai-skills/frame-product@sha256:3fdfa2e8184f6ecc

The line at the top of this page pins the label git:20261101.84a8911, 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_gecs2l2ete6jswqe.svg)](https://markdownregistry.com/a/art_gecs2l2ete6jswqe)

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

Versions

The registry has recorded 2 versions of this file, between Oct 24, 2026 and Nov 1, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261101.84a8911 latest2026-11-01 84a8911 2,763 BA view · diff
git:20261024.215cdfd2026-10-24 215cdfd 2,639 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 (2763 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

lusona/ai-skills · 3 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_gecs2l2ete6jswqe
GET https://markdownregistry.com/api/v1/resolve?ref=lusona/ai-skills/frame-product
GET https://markdownregistry.com/api/v1/blob/3fdfa2e8184f6ecc4334b04f85b7b623f22505c164d84a39c74a940c8a50f018

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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