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Get Started Free →Football (soccer) data across the world's major leagues — standings, schedules, match stats, xG, transfers, player profiles, head-to-head history, team strength (Elo), and match forecasts. Zero config, no API keys. Covers Premier League, La Liga, Bundesliga, Serie A, Ligue 1, MLS, Champions League, World Cup, Championship, Eredivisie, Primeira Liga, Serie A Brazil, Russian Premier League, Scottish/Belgian/Turkish top flights, European Championship, and more (call get_competitions for the live li
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | 133% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 463% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 138% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 140% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 687% | 0% |
Before writing queries, consult references/api-reference.md for endpoints, ID conventions, and data shapes.
Before first use, check if the CLI is available:
bashwhich sports-skills || pip install sports-skills
If pip install fails (package not found or Python version error), install from GitHub:
bashpip install git+https://github.com/machina-sports/sports-skills.git
The package requires Python 3.10+. If your default Python is older, use a specific version:
bashpython3 --version # check version # If < 3.10, try: python3.12 -m pip install sports-skills # On macOS with Homebrew: /opt/homebrew/bin/python3.12 -m pip install sports-skills
No API keys required.
Prefer the CLI — it avoids Python import path issues:
bashsports-skills football get_daily_schedule sports-skills football get_season_standings --season_id=premier-league-2025
Python SDK (alternative):
pythonfrom sports_skills import football standings = football.get_season_standings(season_id="premier-league-2025") schedule = football.get_daily_schedule()
CRITICAL: Before calling any data endpoint, verify:
get_current_season(competition_id="...") — never hardcoded.search_team(query="...") and passed as the numeric team_id. For get_head_to_head, get_team_strength, and get_match_forecast, always pass IDs — ambiguous names (e.g. two "Paris" clubs) can resolve to the wrong team.message, not data.get_event_xg and get_event_players_statistics (with xG) are only called for top-5 leagues (EPL, La Liga, Bundesliga, Serie A, Ligue 1).get_season_leaders and get_missing_players are only called for Premier League seasons (season_id must start with premier-league-).Derive the current year from the system prompt's date (e.g., currentDate: 2026-02-16 → current year is 2026).
get_current_season(competition_id="...") to get the active season_id. Do NOT guess or hardcode the year.{league-slug}-{year} (e.g., "premier-league-2025" for the 2025-26 season). The year is the start year of the season, not the end year.get_current_season(competition_id="mls").This skill stitches several free sources together. Coverage is not uniform — each endpoint works only where its underlying source has data. Check this before promising an answer; when an endpoint isn't covered, it returns an empty payload with an explanatory message (never an error) — read that message and fall back.
| Endpoint(s) | Source | Coverage | |---|---|---| | standings, schedules, teams, event summary/lineups/stats/timeline | ESPN | All leagues (broadest — the backbone) | | get_event_xg, get_event_players_statistics (xG fields) | Understat | Top 5 only (EPL, La Liga, Bundesliga, Serie A, Ligue 1). Not RFPL — Understat dropped it. | | get_season_leaders, get_missing_players | FPL | Premier League only | | get_player_profile, get_season_transfers (market value) | Transfermarkt | Any player with a tm_player_id | | get_head_to_head | football-data.co.uk | 11 European domestic leagues (EPL, Championship, La Liga, Serie A, Bundesliga, Ligue 1, Eredivisie, Primeira Liga, Scottish, Belgian, Turkish). Same-division meetings only. | | get_team_strength, get_match_forecast | ClubElo | European clubs (incl. Russia). |
Rule of thumb: ESPN answers "what happened" everywhere; the enrichment sources ( Understat/FPL/ClubElo/football-data.co.uk ) add depth only in their coverage zone. ESPN is always the fixture/score authority — never let an enrichment source override an ESPN score.
search_team first and pass the numeric team_id. Names like "Paris Saint-Germain" can collapse onto the wrong club (Paris FC) during name resolution.get_team_strength can miss clubs in the summer break (a club's weekly Elo period may not span today). If a well-known club returns unresolved, pass an in-season date (e.g. date="2026-03-01").get_match_forecast is short-horizon: ClubElo only forecasts ~a week ahead — empty between matchdays / off-season. That's expected, not a failure.Compose sources for richer answers. Run independent calls in parallel.
X vs Y): search_team ×2 → get_head_to_head (recent record) + get_team_strength(team_id, team_id_2) (Elo gap / favorite) + get_match_forecast (if within ~a week: W/D/L + scoreline). For a top-5 fixture add historical get_event_xg context from recent meetings.get_event_summary + get_event_statistics + get_event_timeline, and for top-5 leagues get_event_xg + get_event_players_statistics.get_team_schedule (recent results) + get_team_strength (current Elo & rank) + get_missing_players (PL only) + per-match get_event_xg (top-5).get_head_to_head (all-time-ish record + goals) + get_team_strength comparison for the current power balance.get_match_forecast gives a free model baseline (W/D/L) to compare against the kalshi / polymarket betting skills.When a piece of the composition isn't covered (e.g. xG outside the top 5, H2H for MLS), skip it silently and deliver the parts that are covered — don't block the whole answer on one missing source.
| Command | Description | |---|---| | get_current_season | Detect current season for a competition | | get_competitions | List available competitions with current season info | | get_competition_seasons | Available seasons for a competition | | get_season_schedule | Full season match schedule | | get_season_standings | League table for a season | | get_season_leaders | Top scorers/leaders (Premier League only) | | get_season_teams | Teams in a season | | search_team | Search for a team by name | | search_player | Search for a player by name | | get_team_profile | Basic team info (no squad/roster) | | get_daily_schedule | All matches for a date across all leagues | | get_event_summary | Match summary with scores | | get_event_lineups | Match lineups | | get_event_statistics | Match team statistics | | get_event_timeline | Match timeline (goals, cards, subs) | | get_team_schedule | Schedule for a specific team | | get_head_to_head | Historical H2H results + stats (European domestic leagues) | | get_team_strength | ClubElo Elo rating / two-team comparison (European clubs) | | get_match_forecast | ClubElo win/draw/loss + scoreline forecast (~week ahead) | | get_event_xg | xG data (top 5 leagues only) | | get_event_players_statistics | Player-level match stats with optional xG | | get_missing_players | Injured/doubtful players (Premier League only) | | get_season_transfers | Transfer history via Transfermarkt | | get_player_season_stats | Player season stats via ESPN | | get_player_profile | Player profile (FPL and/or Transfermarkt) |
See references/api-reference.md for full parameter lists, return shapes, and data coverage table.
Example 1: Premier League table User says: "Show me the Premier League table" Actions:
get_current_season(competition_id="premier-league") to get the current season_idget_season_standings(season_id=<season_id from step 1>)Result: Standings table with position, team, played, won, drawn, lost, GD, points
Example 2: Match report User says: "How did Arsenal vs Liverpool go?" Actions:
get_daily_schedule() or get_team_schedule(team_id="359") to find the event_idget_event_summary(event_id="...") for the scoreget_event_statistics(event_id="...") for possession, shots, etc.get_event_xg(event_id="...") for xG comparison (EPL — top 5 only)Result: Match report with scores, key stats, and xG
Example 3: Team deep dive User says: "Deep dive on Chelsea's recent form" Actions:
search_team(query="Chelsea") → team_id=363, competition=premier-leagueget_team_schedule(team_id="363", competition_id="premier-league") → find recent closed eventsget_event_xg, get_event_statistics, get_event_players_statisticsget_missing_players(season_id=<season_id>) → filter Chelsea's injured/doubtful playersResult: xG trend across matches, key player stats, and injury report
Example 4: Player market value User says: "What's Saka's market value?" Actions:
get_player_profile(tm_player_id="433177") for Transfermarkt datafpl_id for FPL statsResult: Market value, value history, and transfer history
Example 5: Non-PL club User says: "Tell me about Corinthians" Actions:
search_team(query="Corinthians") → team_id=874, competition=serie-a-brazilget_team_schedule(team_id="874", competition_id="serie-a-brazil") for fixturesget_event_timeline(event_id="...") for goals, cards, subsResult: Fixtures, timeline events (note: xG, FPL stats, and season leaders NOT available for Brazilian Serie A)
Example 6: Match preview (mix-and-match) User says: "Preview Arsenal vs Man City this weekend" Actions:
search_team(query="Arsenal") and search_team(query="Manchester City") → team_ids 359, 382get_head_to_head(team_id="359", team_id_2="382") (recent record + goals),get_team_strength(team_id="359", team_id_2="382") (Elo gap + favorite), get_match_forecast(team_id="359", team_id_2="382") (W/D/L + likely scoreline, if within ~a week)
Result: A preview blending head-to-head history, current strength, and a free model forecast
get_standings~~ — the correct command is get_season_standings (requires season_id).get_live_scores~~ — not available. Use get_daily_schedule() for today's matches.get_team_squad~~ / ~~get_team_roster~~ — get_team_profile does NOT return players. Use get_season_leaders for PL player IDs, then get_player_profile.get_transfers~~ — the correct command is get_season_transfers (requires season_id + tm_player_ids).get_match_results~~ / ~~get_match~~ — use get_event_summary with an event_id.get_player_stats~~ — use get_event_players_statistics for match-level stats, or get_player_profile for career data.get_scores~~ / ~~get_results~~ — use get_event_summary with an event_id.get_fixtures~~ — use get_daily_schedule for today's matches or get_season_schedule for a full season.get_league_table~~ — use get_season_standings with a season_id.If a command is not in the Commands table above, it does not exist. Do not try commands not listed.
When a command fails (wrong event_id, missing data, network error, etc.), do not surface the raw error to the user. Instead:
get_daily_schedule() or get_team_schedule() to discover the correct ID.Error: sports-skills command not found Cause: Package not installed Solution: Run pip install sports-skills. If not on PyPI, install from GitHub: pip install git+https://github.com/machina-sports/sports-skills.git
Error: ModuleNotFoundError: No module named 'sports_skills' Cause: Package not installed or path issue Solution: Install the package. Prefer the CLI over Python imports to avoid path issues
Error: get_season_leaders or get_missing_players returns empty for a non-PL league Cause: These commands only work for Premier League; they silently return empty for other leagues Solution: Check the Data Coverage table in references/api-reference.md. For other leagues, use get_event_players_statistics for player data
Error: get_team_profile returns no players Cause: This command does not return squad rosters — this is expected behavior Solution: For PL teams, use get_season_leaders to find player FPL IDs, then get_player_profile(fpl_id="...")
Error: Wrong season_id format Cause: Season ID must follow the {league-slug}-{year} format Solution: Use get_current_season(competition_id="...") to discover the correct format. Example: "premier-league-2025", not "2025-2026" or "EPL-2025"
Error: No xG data for a recent match Cause: Understat data may lag 24-48 hours after a match ends Solution: If get_event_xg returns empty for a recent top-5 match, retry later. Only available for EPL, La Liga, Bundesliga, Serie A, Ligue 1
Error: Team or event ID unknown Cause: ID was guessed instead of looked up Solution: Use search_team(query="team name") to find team IDs, or get_daily_schedule / get_season_schedule to find event IDs. Never guess IDs.
Other measured skills in the registry, with their headline benchmark lift.