cfb-data

name: cfb-data description: | College Football (CFB) data via ESPN public endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, rankings, injuries, futures, team/player stats, and news for NCAA Division I FBS. Zero config, no API keys.

Use when: user asks about college football scores, standings, rankings, team rosters, schedules, game results, play-by-play, injuries, betting futures, team/player statistics, or CFB news. Don't use when: user asks about NFL (use nfl-data), college basketball (use cbb-data), or non-sports topics. license: MIT

metadata is the only free-form field the VS Code agent-skills

schema accepts; we nest the Machina manifest under metadata.machina

so the picker (Machina Factory /c) and Truth Point can read it

without breaking any other consumer of this SKILL.md. All

metadata.machina.* fields are optional — older skills without

them still parse and just render fewer chips in the picker.

metadata: author: machina-sports version: "0.1.0" machina: categories: [sports-data, college-football] pricing_tier: free # Connector slugs this skill needs at runtime. Empty = uses only # public/free APIs (ESPN here). integrations: [] # Credential vault keys the customer must have set before invoking. # Empty = no auth required. vault_keys: [] # Surface area for the picker + the agent's pre-flight. Keep # summaries under ~80 chars so the picker's expand panel stays # compact. commands: - name: get_scoreboard summary: Live or recent CFB scores. Filter by date, week, conference, or limit. returns: events[] - name: get_standings summary: Standings by conference. Use the group param for SEC, ACC, etc. returns: conferences[] - name: get_teams summary: All 750+ FBS teams with id, name, abbreviation, logo, location. returns: teams[] - name: get_team_roster summary: Full roster for a team — players, positions, jerseys, height/weight. returns: athletes[] - name: get_team_schedule summary: Season schedule for one team — opponent, date, score (if played), venue. returns: events[] - name: get_game_summary summary: Detailed box score, scoring plays, and leaders for a single game. returns: "{ game_info, competitors, boxscore, scoring_plays, leaders }" - name: get_rankings summary: AP Top 25, Coaches Poll, and CFP rankings — rank, previous, record, votes. returns: polls[] - name: get_news summary: CFB news articles, optionally filtered by team. returns: articles[] - name: get_play_by_play summary: Full drive + play-by-play breakdown for a game. returns: drives[] - name: get_schedule summary: Season schedule by week — filter by conference group. returns: events[] - name: get_injuries summary: Injury reports across every team. returns: teams[] - name: get_futures summary: Futures markets (National Championship, Heisman, etc.). returns: futures[] - name: get_team_stats summary: Team statistical profile by category — value, rank, per-game. returns: stats[] - name: get_player_stats summary: Player statistical profile. returns: stats[] # The agent in the customer build sandbox can call machina sports # cfb <command> --json directly to capture a live sample output — # we don't ship static fixtures here so the public repo stays # data-free. List the runtime invocation pattern explicitly so # tooling / pre-flight knows how to fetch a real shape on demand. runtime: cli: "machina sports cfb" sample_command: "machina sports cfb get_scoreboard" references: api: references/api-reference.md conferences: references/conference-ids.md teams: references/team-ids.md

College Football Data (CFB)

Before writing queries, consult references/api-reference.md for endpoints, conference IDs, team IDs, and data shapes.

Setup

Before first use, check if the CLI is available:

which sports-skills || pip install sports-skills

If pip install fails with a Python version error, the package requires Python 3.10+. Find a compatible Python:

python3 --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.

Quick Start

Prefer the CLI — it avoids Python import path issues:

sports-skills cfb get_scoreboard
sports-skills cfb get_rankings
sports-skills cfb get_standings --group=8

CRITICAL: Before Any Query

CRITICAL: Before calling any data endpoint, verify:

• Season year is derived from the system prompt's currentDate — never hardcoded.
• For standings, the group parameter is set to the correct conference ID (see references/api-reference.md).
• If only a team name is provided, use get_teams to resolve the team ID.

Choosing the Season

Derive the current year from the system prompt's date (e.g., currentDate: 2026-02-28 → current year is 2026).

• If the user specifies a season, use it as-is.
• If the user says "current", "this season", or doesn't specify: The CFB season runs August–January. If the current month is February–July (offseason), use season = current_year - 1. From August onward, use the current year.

Important: College vs. Pro Differences

• Standings are per-conference — use the group parameter to filter
• Rankings replace leaders — college uses AP Top 25, Coaches Poll, and CFP rankings
• Ranked teams have a rank field (null = unranked) on scoreboard competitors
• Week-based schedule — like NFL, college football uses week numbers

Commands

See references/api-reference.md for full parameter lists and return shapes.

Examples

Example 1: Current rankings User says: "What are the college football rankings?" Actions:

1. Call get_rankings() Result: AP Top 25, Coaches Poll, and CFP rankings with rank, previous rank, record

Example 2: Conference standings User says: "Show me SEC football standings" Actions:

1. Derive season year from currentDate
2. Call get_standings(group=8, season=<derived_year>) (group 8 = SEC) Result: SEC standings with W-L records per team

Example 3: Team schedule User says: "What's Alabama's schedule this season?" Actions:

1. Derive season year from currentDate
2. Call get_team_schedule(team_id="333", season=<derived_year>) Result: Alabama's full season schedule with opponent, date, score (if played)

Example 4: Weekly scores User says: "Show me this week's college football scores" Actions:

1. Call get_scoreboard() Result: All live and recent CFB games with scores and ranked status

Example 5: Heisman favorites User says: "Who's the Heisman favorite?" Actions:

1. Call get_futures(limit=10) Result: Top Heisman Trophy candidates with odds values

Example 6: Team statistics User says: "Show me Alabama's team stats" Actions:

1. Derive season year from currentDate
2. Call get_team_stats(team_id="333", season_year=<derived_year>) Result: Alabama's season stats by category with value, rank, and per-game averages

Commands that DO NOT exist — never call these

• get_odds / get_betting_odds — not available. For prediction market odds, use the polymarket or kalshi skill.
• search_teams — does not exist. Use get_teams instead.
• get_box_score — does not exist. Use get_game_summary instead.
• get_player_ratings — does not exist. Use get_player_stats instead.
• get_bcs_rankings / get_playoff_rankings — does not exist. Use get_rankings instead.

If a command is not listed in the Commands table above, it does not exist.

Error Handling

When a command fails, do not surface raw errors to the user. Instead:

1. If no events found for a date, check if it's in the off-season (CFB runs August–January)
2. If standings are empty without a group filter, try with a specific conference group
3. Only report failure with a clean message after exhausting alternatives

Troubleshooting

Error: sports-skills command not found Cause: Package not installed Solution: Run pip install sports-skills

Error: No games found Cause: CFB is seasonal (August–January); off-season scoreboard will be empty Solution: Use get_rankings or get_news year-round; use get_schedule to find when the season starts

Error: Too many teams returned Cause: get_teams returns 750+ FBS teams Solution: Help users narrow down by suggesting specific team IDs from references/api-reference.md, or use ESPN URLs to look up IDs

Error: Rankings empty in off-season Cause: Rankings are only published during the season and early off-season Solution: Use get_news in the offseason; rankings resume in August