kelly-behavior-predict SKILL.md skillA
kelly-behavior-predict from mr-kelly/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mr-kelly/skills/kelly-behavior-predict@git:20260824.d18190aPins git:20260824.d18190a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mr-kelly/skills
- Path
skills/kelly-behavior-predict/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260824.d18190a, committed Aug 24, 2026
- First version recorded
- Jul 10, 2026
- Size
- 10,140 bytes
- Repository stars
- 6
- License
- MIT
Busabase App-in-Skill dashboard over a fixed, deterministic mock user-behavior funnel dataset (browse → search → compare → booking attempt/abandon → complete) for a generic consumer booking product. Use when the user invokes $kelly-behavior-predict or /kelly-behavior-predict, wants to review funnel drop-off, per-segment predicted next actions, or backtest a rule-based "predicted next action" heuristic against a mock historical sample. Fully deterministic mock data and a hand-recomputable rule…
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
# Predictive Recommendation Analytics Desk
## Overview
Use this skill as a Busabase-backed analytics dashboard for a **generic,
brand-free** consumer booking/e-commerce product. It aggregates a fully
deterministic mock user-behavior sample — 100 sessions across 5 session
archetypes ("segments") — into a funnel drop-off view, a rule-based
"predicted next action" per segment, and a prediction-accuracy backtest.
Default behavior is AirApp-first. Unless the user explicitly asks only for
explanation, ensure the mock sample exists (run the seed script below if the
`sessions` Base is empty) and give the user the clickable AirApp URL (or the
local preview URL when local preview is explicitly requested). Use chat-only
mode only when the user says "chat only", "no UI", "纯聊天", "不要打开 UI", or
similar.
This is primarily a **dashboard** app type (read-mostly, no approval
lifecycle). It carries exactly one narrow human-review surface: marking a
segment's prediction rule "trusted" or "needs recalibration" with a note,
written directly onto that segment's own Busabase record. That review never
edits the rule, the dataset, or any live system — it is a review record only.
## App UI Screenshots
…Read the whole file at its exact version.
How to install
mdr add mr-kelly/skills/kelly-behavior-predict@sha256:dd7362d37948278aThe line at the top of this page pins the label git:20260824.d18190a, 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_3ws7ewtnd5evooo4)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 10, 2026 and Aug 24, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260824.d18190a latest | 2026-08-24 | d18190a | 10,140 B | A | view · diff |
| git:20260808.5ce8d82 | 2026-08-08 | 5ce8d82 | 9,712 B | A | view · diff |
| git:20260806.bed1b85 | 2026-08-06 | bed1b85 | 9,633 B | A | view · diff |
| git:20260711.c9add96 | 2026-07-11 | c9add96 | 7,430 B | A | view · diff |
| git:20260710.afe1046 | 2026-07-10 | afe1046 | 7,196 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 (10140 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
mr-kelly/skills · 6 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3ws7ewtnd5evooo4 GET https://markdownregistry.com/api/v1/resolve?ref=mr-kelly/skills/kelly-behavior-predict GET https://markdownregistry.com/api/v1/blob/dd7362d37948278abb41ec150aefc25619ab73e7d5fdf7220a7bb8546d886621
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.