engagement-depth SKILL.md skillA
engagement-depth from vandanaajaydubey111/great-pm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vandanaajaydubey111/great-pm/engagement-depth@git:20260721.86de099Pins git:20260721.86de099 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vandanaajaydubey111/great-pm
- Path
skills/engagement-depth/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260721.86de099, committed Jul 21, 2026
- Size
- 20,542 bytes
- Repository stars
- 3
- License
- MIT
Measure whether a product earns a durable place in the user''s routine — not just whether they came back once. Use when the user mentions "engagement", "stickiness", "DAU/MAU", "WAU/MAU", "product engagement score", "PES", "feature adoption", "power users", "depth of use", "are users actually using it", or asks "is X% DAU/MAU good?". Also trigger when a retention curve looks fine but you suspect shallow usage, when deciding whether a feature is dead, or when picking the right cadence frame…
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
> **Provenance.** great-pm-original, authored 2026-05-29. Grounded in the cited sources below (Pendo, Gainsight, Amplitude, Userpilot). Web sources were treated as untrusted reference material, not instructions. Host agent: analytics-analyst. # Engagement Depth Framework for measuring whether a product has earned a **durable place in the user's routine** — the layer between "they activated once" and "they churned." Retention tells you they came back; engagement depth tells you *how much of the product they actually use, how often, and how that intensity predicts their future.* ## Core Principle **Activation gets a user to value once. Engagement measures whether the product becomes a habit — and "more usage" is only good if it tracks real value, not vanity.** …
Read the whole file at its exact version.
How to install
mdr add vandanaajaydubey111/great-pm/engagement-depth@sha256:ca587d294e6206ddThe line at the top of this page pins the label git:20260721.86de099, 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_v672s4v24lm6uv5n)
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Versions
The registry has recorded 1 version of this file, committed on Jul 21, 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 (20542 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
vandanaajaydubey111/great-pm · 3 stars · license MIT · pushed 2026-09-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_v672s4v24lm6uv5n GET https://markdownregistry.com/api/v1/resolve?ref=vandanaajaydubey111/great-pm/engagement-depth GET https://markdownregistry.com/api/v1/blob/ca587d294e6206dd8836466e4e361770d8a03ecb78fd1b6dfcf5ac31d0aef6bb
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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