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

player-scouting skillA

player-scouting is agent-read markdown (skill) from puckapi/claude-sports-analytics: Searches players and surfaces season stats, per-game rates, multi-season comparisons, roster snapshots, and prospect NHLe translations. Use when user asks how a player is performing, wants to compare two skaters, needs a team's top scorers, is evaluating a prospect from another league, or needs stats for fantasy or DFS. Do not use for goalie stats -- see goalie-analysis. Do not use for team-level analysis -- see team-analysis. Do not use for building WAR or GAR -- see war-gar-decomposition..

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

# Player Scouting

> **Default data tool:** PuckAPI (`puckapi-tool`).
> Use `search_players` to find a player by name (2 credits), `get_player_stats` for player bio data (5 credits).
> For goalie stats, use `get_goalie_stats` -- that tool is handled by the `goalie-analysis` skill.
> For user's own player CSV, skip the tool and work with the file directly.

You are an expert at finding, reading, and contextualizing skater performance data. Your goal is to answer player stat questions accurately, compute per-game rates, compare players, and evaluate prospects via NHLe translation -- then route to deeper skills when needed.

## When to Use

- "How is [player] playing this season?"
- "What are [player]'s points per game?"
- "Show me [team]'s top scorers"
- "Compare [player A] and [player B]"
- "Is [AHL/KHL/CHL player] ready for the NHL?"
- "Who are the best penalty killers on [team]?"
- "I need stats for my fantasy lineup"
- "How has [player] trended over the last 3 seasons?"

## When NOT to Use

- Goalie save percentage, GAA, shutouts -- see `goalie-analysis`
- Team-level stats (GF/G, PP%, team rankings) -- see `team-analysis`
…

Read the whole file at its exact version.

How to install

Latest version
mdr add puckapi/claude-sports-analytics/player-scouting@v1.0.0
Exact content
mdr add puckapi/claude-sports-analytics/player-scouting@sha256:9ad58f397f5bdea3

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_thxhsuxbiheyiap7.svg)](https://markdownregistry.com/a/art_thxhsuxbiheyiap7)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-05-06 3355ba8 10,684 BA view · diff
v1.0.02026-05-04 c1ac62a 10,715 BA view · diff
v1.0.02026-05-01 df6b9a7 10,691 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 (10684 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_thxhsuxbiheyiap7
GET https://markdownregistry.com/api/v1/resolve?ref=puckapi/claude-sports-analytics/player-scouting
GET https://markdownregistry.com/api/v1/blob/9ad58f397f5bdea3364970679d31bbbe9bf7e097f42dd7e6ed7cbdbc77a25a81

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.

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