Update to StrikerAPI

{
  "description": "Routes a soccer data or analytics request to the right 2-3 skills. Load this FIRST when a request comes in and you are unsure which of the 16 skills to activate. Prevents loading every skill when only two or three are needed. Do not use when the request already names one skill or one tool.",
  "included_files": [],
  "name": "dispatch",
  "skill_md_contents": "---\nname: dispatch\ndescription: \"Routes a soccer data or analytics request to the right 2-3 skills. Load this FIRST when a request comes in and you are unsure which of the 16 skills to activate. Prevents loading every skill when only two or three are needed. Do not use when the request already names one skill or one tool.\"\nmetadata:\n  version: 1.0.0\n  author: StrikerAPI\n---\n\n# Skill Dispatch Guide\n\nMatch the request to a pattern below, load those skills, and stop. Always load `strikerapi-tool` alongside any skill that needs data; it owns tool names, credit costs and the `{\"data\": ...}` envelope.\n\n## Persona detection\n\n| Signal | Persona | Start with |\n|--------|---------|-----------|\n| \"What is on this weekend?\" / exploring | Explorer | `match-lookup`, `odds-explorer` |\n| \"Build me a model\" / \"predict scores\" | Builder | `poisson-score-models`, `walk-forward-validation` |\n| \"Who is scoring?\" / \"scout this player\" | Scout | `player-scouting`, `xg-analysis` |\n| \"Is my model any good?\" | Validator | `walk-forward-validation`, `probability-calibration` |\n| \"I am new to soccer analytics\" | Learner | `xg-analysis`, `elo-ratings` |\n\n## Request patterns\n\n### \"What matches are on?\" / \"Results from last weekend\" / \"Show me the lineup\"\n`match-lookup` (list_games, get_schedule, get_game, get_lineups)\n\n### \"How is Arsenal doing?\" / \"Table\" / \"Home and away form\"\n`team-analysis` (get_standings, get_team_stats, get_head_to_head)\n\n### \"Tell me about Saka\" / \"Top scorers\" / \"Compare two forwards\"\n`player-scouting` (search_players, get_player, get_leaders)\n\n### \"What are the odds?\" / \"Best price on the draw\" / \"How did the line move?\"\n`odds-explorer`. If the question turns to true probabilities or margin, add `odds-analysis`.\n\n### \"Remove the vig\" / \"Implied probability\" / \"Shin\" / \"Fair odds for the draw\"\n`odds-analysis`\n\n### \"Preview Liverpool vs City\"\n`match-preview` (pulls form, xG, Elo, head to head and the line). Add `xg-analysis` for shot detail.\n\n### \"Shot map\" / \"xG table\" / \"Who is overperforming their xG?\"\n`xg-analysis`\n\n### \"Rate the teams\" / \"Elo\" / \"Who is strongest?\"\n`elo-ratings`\n\n### \"Predict the score\" / \"Poisson\" / \"Dixon-Coles\" / \"Over 2.5 probability\"\n`poisson-score-models`. Add `elo-ratings` if ratings are the input, `probability-calibration` before trusting the output.\n\n### \"Will Haaland score?\" / \"Anytime goalscorer\" / \"Price a scorer\"\n`goalscorer-prop-modeling`, with `player-scouting` for the player and `xg-analysis` for shot volume. Only seven competitions have prices.\n\n### \"Is my model calibrated?\" / \"Brier\" / \"Ranked probability score\"\n`probability-calibration`\n\n### \"Is cross-validation okay?\" / \"Did I leak the future?\"\n`walk-forward-validation`\n\n### \"Backtest this\" / \"Closing line value\" / \"Would this have made money?\"\n\n### \"Which tool do I call?\" / \"What does this cost?\" / \"REST or MCP?\"\n`strikerapi-tool` only.\n\n## Credit warning gates\n\nAsk the user before any plan that costs more than about 200 credits. Common big ones: a season of `get_odds` (2 credits per match, 760 for a 380-match league), `get_game` in a loop (5 each), `get_events` in a loop (10 each), and `get_prop_history` for many players (10 each).\n\n## When NOT to use this guide\n\nSingle-skill requests do not need routing. \"Devig +290 / +250 / -118\" goes straight to `odds-analysis`.\n\n## What every answer should do\n\n1. Say which competition and season the numbers cover. The default is the Premier League and the latest season.\n2. State the credits spent.\n3. Treat any edge as an estimate. Warn about variance, small samples and closing-line value, and never promise returns.\n\n## The 16 skills at a glance\n\n| Skill | Use it for |\n|-------|-----------|\n| `strikerapi-tool` | Tool names, credits, REST and MCP access, the `{\"data\": ...}` envelope |\n| `match-lookup` | Fixtures, results, box scores, events, lineups |\n| `team-analysis` | Table, form, xG for and against, head to head |\n| `player-scouting` | Player ids, per-90 rates, leaders, match logs |\n| `odds-explorer` | Three-way prices, best book, margin, line movement |\n| `match-preview` | One fixture end to end |\n| `xg-analysis` | Shot maps, xG tables, expected points, finishing |\n| `elo-ratings` | Reading and building Elo ratings |\n| `poisson-score-models` | Poisson and Dixon-Coles score models |\n| `odds-analysis` | Odds formats and three-way devigging |\n| `walk-forward-validation` | Leak-free evaluation |\n| `probability-calibration` | Reliability, RPS, scaling |\n| `goalscorer-prop-modeling` | Anytime goalscorer probabilities and prices |\n| `dispatch` | This guide |\n\n## Common recipes\n\n| Goal | Skills in order | Rough credits |\n|------|-----------------|---------------|\n| Preview one match | `match-preview` (loads `odds-explorer` and `elo-ratings` pieces) | 20 |\n| Is this price fair? | `odds-explorer`, `odds-analysis` | 5 |\n| Scout a striker | `player-scouting`, `xg-analysis` | 20 to 30 |\n| Price an anytime scorer | `goalscorer-prop-modeling`, `player-scouting` | 30 to 40 |\n| Build an xG table | `xg-analysis` | 5 |\n\n## Disambiguation\n\n| The user says | They probably want | Not |\n|---------------|-------------------|-----|\n| \"odds\" | `odds-explorer` for prices, `odds-analysis` for probabilities | Both at once |\n| \"probability\" of a result | `elo-ratings` or `poisson-score-models` for a model, `odds-analysis` for the market | A guess |\n| \"form\" | `team-analysis` (the `form` letters, xG trend) | `player-scouting` |\n| \"rating\" | `elo-ratings` | A player rating, which is not provided |\n| \"expected goals\" | `xg-analysis` | `poisson-score-models` unless they want predictions |\n| \"prop\" | `goalscorer-prop-modeling` (the only prop) | Shots, cards, assists (not available) |\n| \"predict\" | `poisson-score-models` | `match-preview` (no forecast) |\n| \"model is bad\" | `probability-calibration` first, then `walk-forward-validation` | New features |\n\n## Out of scope\n\nStrikerAPI has no injury, transfer, in-play, live-score, or non-goalscorer player-prop data. If the request needs them, say so and offer the nearest alternative (for example `get_lineups` for confirmed starters, `get_line_movement` for pre-kickoff price changes).\n\n## Credit budget\n\nThe typical monthly allowance is 500 credits. A single-match preview is about 20 credits and a season xG table is 5, so most exploration fits. A full season of closing prices (760 credits) does not; plan around one club.\n"
}