player-scouting SKILL.md skillA
player-scouting from puckapi/claude-sports-analytics is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add puckapi/claude-sports-analytics/player-scouting@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
- puckapi/claude-sports-analytics
- Path
skills/player-scouting/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0.0, committed May 6, 2026
- First version recorded
- May 1, 2026
- Size
- 10,684 bytes
- Repository stars
- 3
- License
- MIT
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.
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
# 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
mdr add puckapi/claude-sports-analytics/player-scouting@sha256:9ad58f397f5bdea3The 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_thxhsuxbiheyiap7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 1, 2026 and May 6, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-05-06 | 3355ba8 | 10,684 B | A | view · diff |
| v1.0.0 | 2026-05-04 | c1ac62a | 10,715 B | A | view · diff |
| v1.0.0 | 2026-05-01 | df6b9a7 | 10,691 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 (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
puckapi/claude-sports-analytics · 3 stars · license MIT · pushed 2026-10-15 · 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 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.