monte-carlo-proactive-monitoring SKILL.md skillA
monte-carlo-proactive-monitoring from monte-carlo-data/mc-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-proactive-monitoring@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- monte-carlo-data/mc-agent-toolkit
- Path
skills/proactive-monitoring/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Apr 28, 2026
- First version recorded
- Apr 20, 2026
- Size
- 5,876 bytes
- Repository stars
- 93
- License
- Apache-2.0
Guide users from coverage analysis to monitor creation. USE WHEN user asks what should I monitor, where are my gaps, improve coverage, or wants a systematic approach to monitoring across their data estate.
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
# Monte Carlo Proactive Monitoring Workflow This workflow guides users through improving their monitoring coverage by sequencing existing Monte Carlo skills. It does not contain coverage analysis or monitor creation logic itself — each step loads the relevant skill's SKILL.md which has the actual instructions. ## When to activate this workflow Activate when: - Context detection routes here (coverage intent + data project detected) - User invokes `/mc-proactive-monitoring` - User asks "what should I monitor?", "where are my gaps?", "improve coverage" - User wants a systematic approach to monitoring — not just creating one specific monitor ## When NOT to activate this workflow - User already knows exactly what monitor to create (e.g., "create a freshness monitor on X") — route to `monitoring-advisor` directly - User is responding to an active incident — use incident response workflow - User is editing a dbt model — defer to `prevent` skill (auto-activates via hooks) - A skill is already active and handling the user's request --- ## Workflow Steps ``` Step 1 (conditional): Assess current state — when user has specific tables in mind …
Read the whole file at its exact version.
How to install
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-proactive-monitoring@sha256:3807a337357e6de4The line at the top of this page pins the label v1.0.0, 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_pwxy2pjdvnytbjib)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 20, 2026 and Apr 28, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-04-28 | 4eb6e59 | 5,876 B | A | view · diff |
| v1.0.0 | 2026-04-20 | f3e9e04 | 5,854 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 (5876 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
monte-carlo-data/mc-agent-toolkit · 93 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pwxy2pjdvnytbjib GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-proactive-monitoring GET https://markdownregistry.com/api/v1/blob/3807a337357e6de41d389d33d447fbc301e53e177e02b0e67af8365412e25ac9
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.