retention-dashboard SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
retention-dashboard from the-utopia-studio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add the-utopia-studio/skills/retention-dashboard@git:20260806.73fec06Pins git:20260806.73fec06 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- the-utopia-studio/skills
- Path
plugins/utopia-gtm/skills/retention-dashboard/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260806.73fec06, committed Aug 6, 2026
- Size
- 1,175 bytes
- Repository stars
- 7
- License
- Apache-2.0
Use to visualize churn, expansion, and health metrics across cohorts.
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
# Retention Dashboard Toolkit Skill ## When to Use - Automating retention reviews for CS, lifecycle marketing, or execs. - Tracking pilot outcomes for adoption/save plays. - Providing drillable dashboards to segment owners. ## Framework 1. **Metric Definitions** – ARR retention, logo retention, expansion %, health scores. 2. **Cohort Dimensions** – plan, persona, region, industry, product, acquisition channel. 3. **Visualization Layout** – summary tiles, cohort heatmaps, waterfall, signal callouts. 4. **Alerting Layer** – thresholds for Slack/email alerts when metrics breach targets. 5. **Annotation Workflow** – capture commentary, actions, and follow-up owners. ## Templates - BI dashboard spec (metrics, dimensions, filters, refresh cadence). - Weekly retention digest format. - Alert template with context + call to action. ## Tips - Normalize metrics (e.g., ARR, accounts, seats) to avoid confusion. - Tie charts to plays so stakeholders know what to do next. - Pair with `activation-map` to log actions triggered by signals. ---
Read the whole file at its exact version.
How to install
mdr add the-utopia-studio/skills/retention-dashboard@sha256:a5c0d804a4221803The line at the top of this page pins the label git:20260806.73fec06, 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_atkqatfrn3wbaw52)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 6, 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 (1175 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
the-utopia-studio/skills · 7 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_atkqatfrn3wbaw52 GET https://markdownregistry.com/api/v1/resolve?ref=the-utopia-studio/skills/retention-dashboard GET https://markdownregistry.com/api/v1/blob/a5c0d804a4221803a44a26237b665ecf0db1001dbcdb3d49b26d2ed45a3c0af0
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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