measure-dashboard-requirements SKILL.md skillA
measure-dashboard-requirements from product-on-purpose/pm-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add product-on-purpose/pm-skills/measure-dashboard-requirements@v2.2.0Pins v2.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- product-on-purpose/pm-skills
- Path
skills/measure-dashboard-requirements/SKILL.md- Versions recorded
- 5
- Latest version
- v2.2.0, committed Jul 5, 2026
- First version recorded
- Mar 25, 2026
- Size
- 4,178 bytes
- Repository stars
- 790
- License
- Apache-2.0
Specifies what questions a dashboard must answer and the metrics, visualizations, filters, and data sources it needs, so data teams build something that informs decisions rather than displaying numbers. Use when requesting a dashboard or formalizing ad-hoc reporting. For the event tracking that feeds the dashboard, use measure-instrumentation-spec instead; instrument first, visualize second.
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
<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 --> # Dashboard Requirements A dashboard requirements document specifies what questions a dashboard should answer, what metrics it displays, and how data should be visualized. Clear requirements help data teams build dashboards that actually inform decisions rather than just displaying numbers. ## When to Use - When requesting a new dashboard from data/analytics teams - To define KPI tracking for a product, feature, or team - When formalizing ad-hoc reporting into a persistent dashboard - Before quarterly planning to specify what visibility you need - When onboarding stakeholders who need self-serve analytics ## When NOT to Use - You need the event tracking that feeds dashboards -> use `measure-instrumentation-spec`; instrument first, visualize second - You are designing an experiment readout, not a standing dashboard -> use `measure-experiment-design` and `measure-experiment-results` - You want OKR progress scored at cycle close -> use `measure-okr-grader` …
Read the whole file at its exact version.
How to install
mdr add product-on-purpose/pm-skills/measure-dashboard-requirements@sha256:750eec4476610386The line at the top of this page pins the label v2.2.0, 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.
[](https://markdownregistry.com/a/art_6amy5tapar4xkz7f)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 25, 2026 and Jul 5, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.2.0 latest | 2026-07-05 | 87e423c | 4,178 B | A | view · diff |
| v2.1.0 | 2026-06-11 | 695f126 | 3,998 B | A | view · diff |
| v2.0.0 | 2026-05-20 | be1352b | 3,229 B | A | view · diff |
| v2.0.0 | 2026-04-23 | 8ab0f81 | 3,223 B | A | view · diff |
| v2.0.0 | 2026-03-25 | 0ab0a60 | 3,225 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4178 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
product-on-purpose/pm-skills · 790 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6amy5tapar4xkz7f GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/pm-skills/measure-dashboard-requirements GET https://markdownregistry.com/api/v1/blob/750eec4476610386e3b003455900f1fc26d35670b0a250097afc5a47e8703e36
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.