jeremylongshore/tons-of-skills-marketplace · plugins/ai-agency/tonone/skills/lens-metrics/SKILL.md

lens-metrics skillA

lens-metrics is agent-read markdown (skill) from jeremylongshore/tons-of-skills-marketplace: Produce a complete metrics definition doc — metric name, formula, data source, segmentation, SQL or event tracking spec, and what good/bad looks like. Given a product area, outputs the full metrics spec. Use when asked to "define KPIs", "metrics framework", "what should we measure", "north star metric", or "instrument this feature"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add jeremylongshore/tons-of-skills-marketplace/lens-metrics@v0.6.4
Exact content
mdr add jeremylongshore/tons-of-skills-marketplace/lens-metrics@sha256:c952b610e088c53e

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_m2qdrtsqtygqvhwq.svg)](https://markdownregistry.com/a/art_m2qdrtsqtygqvhwq)

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Versions

versioncommittedcommitsizeaudit
v0.6.4 latest2026-05-12 114fb5d 11,672 BA view · diff
v0.6.42026-05-04 c538828 11,744 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (11672 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

jeremylongshore/tons-of-skills-marketplace · 2,771 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m2qdrtsqtygqvhwq
GET https://markdownregistry.com/api/v1/resolve?ref=jeremylongshore/tons-of-skills-marketplace/lens-metrics
GET https://markdownregistry.com/api/v1/blob/c952b610e088c53e94f98f9224bc438e8cc6195c725a4d4f462815352dc2361c

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.