cfb-data
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.
What this skill does
# 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: ```bash 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: ```bash 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: ```bash 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 | Command | Description | |---|---| | `get_scoreboard` | Live/recent college football scores | | `get_standings` | Standings by conference (use `group` parameter) | | `get_teams` | All 750+ FBS college football teams | | `get_team_roster` | Full roster for a team | | `get_team_schedule` | Schedule for a specific team | | `get_game_summary` | Detailed box score and scoring plays | | `get_rankings` | AP Top 25, Coaches Poll, CFP rankings | | `get_news` | College football news | | `get_play_by_play` | Full play-by-play for a game | | `get_schedule` | Season schedule by week | | `get_injuries` | Injury reports across all teams | | `get_futures` | Futures/odds markets (National Championship, Heisman, etc.) | | `get_team_stats` | Team statistical profile | | `get_player_stats` | Player statistical profile | 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
Related in Backend & APIs
jfrog
IncludedInteract with the JFrog Platform via the JFrog CLI and REST/GraphQL APIs. Use this skill when the user wants to manage Artifactory repositories, upload or download artifacts, manage builds, configure permissions, manage users and groups, work with access tokens, configure JFrog CLI servers, search artifacts, manage properties, set up replication, manage JFrog Projects, run security audits or scans, look up CVE details, query exposures scan results from JFrog Advanced Security, manage release bundles and lifecycle operations, aggregate or export platform data, or perform any JFrog Platform administration task. Also use when the user mentions jf, jfrog, artifactory, xray, distribution, evidence, apptrust, onemodel, graphql, workers, mission control, curation, advanced security, exposures, or any JFrog product name.
cupynumeric-migration-readiness
IncludedPre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns transfer cleanly, what must be refactored before porting, or mentions pre-port assessment, scaling analysis, or refactor planning. Inspect the user's source code, look up NumPy usage, cross-reference the cuPyNumeric API support manifest, and distinguish distributed-scaling-friendly patterns from blockers such as unsupported APIs, scalar synchronization, host round-trips, Python/object-heavy control flow, shape/data-dependent branching, and in-place mutation hazards. Produce a verdict of READY, LIGHT REFACTOR, SIGNIFICANT REFACTOR, or NOT RECOMMENDED, with concrete refactor pointers.
alibabacloud-data-agent-skill
IncludedInvoke Alibaba Cloud Apsara Data Agent for Analytics via CLI to perform natural language-driven data analysis on enterprise databases. Data Agent for Analytics is an intelligent data analysis agent developed by Alibaba Cloud Database team for enterprise users. It automatically completes requirement analysis, data understanding, analysis insights, and report generation based on natural language descriptions. This tool supports: discovering data resources (instances/databases/tables) managed in DMS, initiating query or deep analysis sessions, real-time progress tracking, and retrieving analysis conclusions and generated reports. Use this Skill when users need to query databases, analyze data trends, generate data reports, ask questions in natural language, or mention "Data Agent", "data analysis", "database query", "SQL analysis", "data insights".
token-optimizer
IncludedReduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.
resend-cli
IncludedUse this skill when the task is specifically about operating Resend from an AI agent, terminal session, or CI job via the official resend CLI: installing/authenticating the CLI, sending/listing/updating/cancelling emails, batch sends, domains and DNS, webhooks and local listeners, inbound receiving, contacts, topics, segments, broadcasts, templates, API keys, profiles, or debugging Resend CLI/API failures. Trigger on mentions of Resend CLI, `resend`, `resend doctor`, `resend emails send`, `resend domains`, `resend webhooks listen`, `resend emails receiving`, or agent-friendly terminal automation.
alibabacloud-odps-maxframe-coding
IncludedUse this skill for MaxFrame SDK development and documentation navigation on Alibaba Cloud MaxCompute (ODPS). Helps answer MaxFrame API, concept, official example, and supported pandas API questions; create data processing programs; read/write MaxCompute tables; debug jobs (remote or local); and build custom DPE runtime images. Trigger when users mention MaxFrame, MaxCompute with MaxFrame, ODPS table processing, DPE runtime, MaxFrame docs/examples, DataFrame/Tensor operations, or GPU runtime setup. Works for both English and Chinese queries about Alibaba Cloud data processing with MaxFrame.