Home / puckapi / claude-sports-analytics · skills/dispatch/SKILL.md · GitHub

dispatch skillA

dispatch is agent-read markdown (skill) from puckapi/claude-sports-analytics: Routes hockey analytics requests to the right 2-3 skills. Load this FIRST when a hockey data or analytics request comes in and you are unsure which skills to activate. Prevents loading all 28 skills when only 2-3 are needed. Also handles first-use persona detection..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Skill Dispatch Guide

When a hockey analytics request comes in, match it to a pattern below. Load those skills. Don't load everything.

**Default data tool:** `puckapi-tool` -- covers most data needs. Load it alongside the relevant strategy skill unless the request specifically needs a different tool.

---

## First-Use Persona Detection

On first interaction, identify which path the user is on:

| Signal | Persona | Start With |
|--------|---------|-----------|
| "What games are tonight?" / exploring data | **Explorer** | `game-lookup` + `puckapi-tool` |
| "Help me build a model" / "I want to predict" | **Builder** | `hockey-analytics` + `feature-engineering` |
| "What are tonight's best bets?" / "Give me picks" | **Daily User** | `daily-card` + `odds-explorer` |
| "I have a model, is it any good?" | **Validator** | `walk-forward-validation` + `probability-calibration` |
| "I'm new to hockey analytics" | **Learner** | `hockey-analytics` + `ai-hockey-workflow` |
| "I'm new to betting" | **New Bettor** | `odds-analysis` + `edge-detection` |

---

## Request Patterns -> Skills to Load

### "Who plays tonight?" / "What's the schedule?" / "Game results"
…

Read the whole file at its exact version.

How to install

Latest version
mdr add puckapi/claude-sports-analytics/dispatch@v1.0.0
Exact content
mdr add puckapi/claude-sports-analytics/dispatch@sha256:25f4564670bcf0f6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2dfsvtt73pcbdsps.svg)](https://markdownregistry.com/a/art_2dfsvtt73pcbdsps)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-05-06 9b33f46 7,311 BA view · diff
v1.0.02026-05-06 3355ba8 7,311 BA view · diff
v1.0.02026-05-04 c1ac62a 7,901 BA view · diff
v1.0.02026-05-01 df6b9a7 7,828 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7311 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

GitHub

puckapi/claude-sports-analytics · 3 stars · license MIT · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2dfsvtt73pcbdsps
GET https://markdownregistry.com/api/v1/resolve?ref=puckapi/claude-sports-analytics/dispatch
GET https://markdownregistry.com/api/v1/blob/25f4564670bcf0f660ee5b646afb04a58ac0c207c64671bcaeb5ef52e651c2b2

Your agent 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.

More from puckapi/claude-sports-analytics

CLAUDE.md claude
puckapi/claude-sports-analytics · CLAUDE.md
git:20260921.dcae9a3 · audit A · 3 stars
ai-hockey-workflow skill
puckapi/claude-sports-analytics · skills/ai-hockey-workflow/SKILL.md · Teaches how to use Claude and MCP tools effectively for hockey analytics -- exploratory analysis, hypothesis testing…
v1.0.0 · audit A · 3 stars
backtesting skill
puckapi/claude-sports-analytics · skills/backtesting/SKILL.md · Walk-forward historical testing of betting strategies to determine whether a model's edge is real. Use when user asks…
v1.0.0 · audit A · 3 stars
bet-tracker skill
puckapi/claude-sports-analytics · skills/bet-tracker/SKILL.md · Track predictions vs actuals in production: log bets, compute CLV, monitor ROI, detect edge decay, and run significance…
v1.0.0 · audit A · 3 stars
daily-card skill
puckapi/claude-sports-analytics · skills/daily-card/SKILL.md · Full slate analysis for tonight's games with edge rankings, odds across books, and recommended stakes. Use when user…
v1.0.0 · audit A · 3 stars
data-pipeline skill
puckapi/claude-sports-analytics · skills/data-pipeline/SKILL.md · Builds automated sports analytics pipelines -- daily data pulls, scheduled prediction generation, model versioning…
v1.0.0 · audit A · 3 stars
edge-detection skill
puckapi/claude-sports-analytics · skills/edge-detection/SKILL.md · Compares model probabilities against market odds to find positive expected value bets. Use when user asks about EV…
v1.0.0 · audit A · 3 stars
elo-engineering skill
puckapi/claude-sports-analytics · skills/elo-engineering/SKILL.md · Builds multi-variant Elo rating systems for sports prediction. Use when user asks about Elo ratings, rating systems…
v1.0.0 · audit A · 3 stars
feature-engineering skill
puckapi/claude-sports-analytics · skills/feature-engineering/SKILL.md · Transforms raw game, player, and goalie data into model-ready features with built-in leakage detection. Use when user…
v1.0.0 · audit A · 3 stars
game-lookup skill
puckapi/claude-sports-analytics · skills/game-lookup/SKILL.md · Finds games by date, team, matchup, or season -- past results, tonight's slate, upcoming schedule, head-to-head…
v1.0.0 · audit A · 3 stars
game-preview skill
puckapi/claude-sports-analytics · skills/game-preview/SKILL.md · Complete pre-game analysis for a single NHL (or other sport) matchup: team records, goalie matchup, key stats, odds…
v1.0.0 · audit A · 3 stars
goalie-analysis skill
puckapi/claude-sports-analytics · skills/goalie-analysis/SKILL.md · Goalie-specific analysis for NHL: leaderboard rankings, workload tracking, starter identification, tandem splits, and…
v1.0.0 · audit A · 3 stars

Every file in puckapi/claude-sports-analytics

Other files named dispatch

dispatch skill
davepoon/buildwithclaude · plugins/all-skills/skills/dispatch/SKILL.md · Delegate tasks to OpenAI Codex CLI and Google Antigravity CLI from Claude Code. Say 'check with codex' or 'ask gemini…
git:20260701.f0b8ac7 · audit A · 3,530 stars
dispatch skill
jeremylongshore/tons-of-skills-marketplace · plugins/ai-agency/hyperflow/skills/dispatch/SKILL.md · Use when a task file exists in .hyperflow/tasks/ and workers need dispatching. Fans out parallel workers under…
v3.2.0 · audit A · 2,786 stars
dispatch skill
jahidulislamseo/antigravity-ai-skills · skills/dispatch/SKILL.md · Quick-reference for which skills to load together based on what the user is asking. Load this FIRST when a local SEO…
v1.0.0 · audit A · 4 stars

Browse by kind, by grade A, or by owner.