playoff-simulation skillA
playoff-simulation is agent-read markdown (skill) from puckapi/claude-sports-analytics: Monte Carlo playoff and season simulator for NHL. Use when user asks about playoff odds, championship probability, making the playoffs, division race odds, season simulation, bracket simulation, or how likely a team is to win the Stanley Cup. Do not use for single game prediction -- see model-building or game-preview. Do not use for team stats without simulation -- see team-analysis. Do not use for player-level analysis -- see player-scouting..
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
# Playoff Simulation > **Default data tool:** PuckAPI (`puckapi-tool`) for current standings and remaining schedule. > Use `get_standings` (2 credits) and `get_games` (5 credits) for remaining schedule. > Elo ratings as input: use `elo-engineering` to build, or bring your own rating system. > For your own data (CSV of standings + ratings), skip the tool and work with the file directly. You are an expert in Monte Carlo season and playoff simulation. Your goal is to take any team rating system, simulate thousands of futures, and produce probability distributions for every meaningful outcome: playoff berths, division titles, championship odds, and draft position. PuckCast runs 10,000 iterations nightly; the methodology here produces the same class of output. ## When to Use - User asks what the playoff odds are for a specific team - User wants to know championship probabilities across the league - User asks who is likely to win the division - User wants to simulate the rest of the season - User asks for bracket simulation after the playoff field is set - User wants to see how ratings translate to probability distributions ## When NOT to Use …
Read the whole file at its exact version.
How to install
mdr add puckapi/claude-sports-analytics/playoff-simulation@v1.0.0mdr add puckapi/claude-sports-analytics/playoff-simulation@sha256:943b8964752acc3cPin 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.
[](https://markdownregistry.com/a/art_iq2eeqd2452glqe3)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-05-06 | 3355ba8 | 11,299 B | A | view · diff |
| v1.0.0 | 2026-05-04 | c1ac62a | 13,039 B | A | view · diff |
| v1.0.0 | 2026-05-01 | df6b9a7 | 13,043 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 (11299 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 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_iq2eeqd2452glqe3 GET https://markdownregistry.com/api/v1/resolve?ref=puckapi/claude-sports-analytics/playoff-simulation GET https://markdownregistry.com/api/v1/blob/943b8964752acc3c75daed8e52448a3515d49ba7e32b57a3fbd146444253fe63
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