decision-trees SKILL.md skillA
decision-trees from gtmagents/gtm-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gtmagents/gtm-agents/decision-trees@git:20251119.8c446bfPins git:20251119.8c446bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gtmagents/gtm-agents
- Path
plugins/personalization-engine/skills/decision-trees/SKILL.md- Versions recorded
- 1
- Latest version
- git:20251119.8c446bf, committed Nov 19, 2025
- Size
- 1,423 bytes
- Repository stars
- 436
- License
- Apache-2.0
Use when designing branching logic, eligibility rules, and fallback paths.
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
# Personalization Decision Trees Skill ## When to Use - Planning logic for dynamic experiences across web, in-app, email, or sales plays. - Auditing existing decision flows for complexity, coverage, or compliance gaps. - Simulating new branches before deploying rule or model updates. ## Framework 1. **Objective Mapping** – tie each node to business KPIs and user intents. 2. **Signal Hierarchy** – prioritize deterministic signals (consent, account tier, lifecycle) before behavioral or predictive ones. 3. **Fallback Design** – ensure every branch has a safe default when data is missing or risk flags appear. 4. **Experiment Hooks** – embed test slots at key decision points with guardrail metrics. 5. **Monitoring** – log path selections, success rates, and anomaly alerts for continuous tuning. ## Templates - Decision tree canvas (node, condition, action, fallback, owner). - Signal priority matrix (signal → freshness → reliability → privacy risk). - Simulation checklist (scenarios, expected path, validation steps). ## Tips - Keep trees shallow where possible; offload complexity to scoring models or external services. …
Read the whole file at its exact version.
How to install
mdr add gtmagents/gtm-agents/decision-trees@sha256:6b454adcf6fe8497The line at the top of this page pins the label git:20251119.8c446bf, 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_idp4dfzq7zaztsjt)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Nov 19, 2025.
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 (1423 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
gtmagents/gtm-agents · 436 stars · license Apache-2.0 · pushed 2026-04-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_idp4dfzq7zaztsjt GET https://markdownregistry.com/api/v1/resolve?ref=gtmagents/gtm-agents/decision-trees GET https://markdownregistry.com/api/v1/blob/6b454adcf6fe8497440c32b7f83ddba0f1d6ecbd5556327e5793381022d8713d
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.