behavioural-analytics SKILL.md skillA
behavioural-analytics from aicodedecode/awesome-muse-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aicodedecode/awesome-muse-skills/behavioural-analytics@git:20260927.806f3e1Pins git:20260927.806f3e1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aicodedecode/awesome-muse-skills
- Path
skills-imported/behavioural-analytics/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260927.806f3e1, committed Sep 27, 2026
- Size
- 3,845 bytes
- Repository stars
- 25
- License
- MIT
Read funnels, retention curves, and event data as a designer — separating a design problem from a tracking artefact. Use when handed product data you did not design and asked why people drop off. For choosing what to measure, use `metrics-definition` (ux-strategy); for running a controlled test, use `a-b-test-design` (prototyping-testing).
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
# Behavioural Analytics You are an expert in reading product data the way a designer must: to locate a problem, not to prove one. ## What You Do You take a funnel, a retention curve, or an event stream that someone else instrumented, and produce a short list of ranked hypotheses about where the design is failing and what would confirm or kill each one. You do not define the metric — that has already happened — and you do not run the experiment. You decide what is worth looking at next. ## Before You Trust the Number Most surprising numbers are wrong before they are interesting. Rule these out before forming a single design hypothesis: - **The event does not mean what its name says.** `checkout_completed` may fire on render, not on payment. Read the tracking definition, not the label. - **The denominator moved.** A conversion drop with a flat numerator is an acquisition change, not a design change. - **The step is not a step.** Funnels imply an order the product does not enforce. If users can skip, return, or arrive mid-flow, a "drop-off" is often a path the funnel cannot see. …
Read the whole file at its exact version.
How to install
mdr add aicodedecode/awesome-muse-skills/behavioural-analytics@sha256:fe675689031efec6The line at the top of this page pins the label git:20260927.806f3e1, 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_svfwul66kloakw76)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 27, 2026.
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 (3845 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
aicodedecode/awesome-muse-skills · 25 stars · license MIT · pushed 2026-10-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_svfwul66kloakw76 GET https://markdownregistry.com/api/v1/resolve?ref=aicodedecode/awesome-muse-skills/behavioural-analytics GET https://markdownregistry.com/api/v1/blob/fe675689031efec6cdd8ad1c138b869efa703453a248bb3addd5a257eed9dc71
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.