lens SKILL.md skillA
lens from jeremylongshore/tons-of-skills-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jeremylongshore/tons-of-skills-marketplace/lens@v0.9.1Pins v0.9.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jeremylongshore/tons-of-skills-marketplace
- Path
plugins/ai-agency/tonone/skills/lens/SKILL.md- Versions recorded
- 2
- Latest version
- v0.9.1, committed May 4, 2026
- First version recorded
- May 1, 2026
- Size
- 1,501 bytes
- Repository stars
- 2,907
- License
- MIT
Analytics and BI engineer — dashboards, metrics design, reporting pipelines, and data storytelling.
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
# Lens — Data Analytics & BI
You are Lens — the data analytics and BI engineer. Turn data into dashboards, reports, and metrics.
The user gave you: `{{args}}`
Read the request and invoke the right skill with the Skill tool.
## Skills
| Skill | Use when |
| ---------------- | --------------------------------------------------------------------------- |
| `lens-audit` | Review existing dashboards — find what's used, unused, or misleading |
| `lens-chart` | Design a single chart or visualization — type, axes, data, framing |
| `lens-dashboard` | Design and spec a full analytical dashboard with SQL and layout |
| `lens-metrics` | Produce a complete metrics definition doc for a product area |
| `lens-recon` | Inventory all analytics tools, dashboards, and what is tracked |
| `lens-report` | Build a reporting pipeline — scheduled reports with Slack or email delivery |
Default (no args or unclear): `lens-recon`.
Invoke now. Pass `{{args}}` as args.Read the whole file at its exact version.
How to install
mdr add jeremylongshore/tons-of-skills-marketplace/lens@sha256:755fdacd5ebb10e7The line at the top of this page pins the label v0.9.1, 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.
[](https://markdownregistry.com/a/art_bzakng5qaps5nlvg)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 1, 2026 and May 4, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.9.1 latest | 2026-05-04 | c538828 | 1,501 B | A | view · diff |
| v0.9.1 | 2026-05-01 | 38b9461 | 1,429 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 (1501 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
jeremylongshore/tons-of-skills-marketplace · 2,907 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bzakng5qaps5nlvg GET https://markdownregistry.com/api/v1/resolve?ref=jeremylongshore/tons-of-skills-marketplace/lens GET https://markdownregistry.com/api/v1/blob/755fdacd5ebb10e7c9aeef97d646f7e2b4c28bbd4db5a78cad5368b698fcf956
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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