Quant Statistical Methods
HKUDS/Vibe-Trading
Guides your agent through unit-root, cointegration, GARCH, bootstrap and regression-diagnostic tests on financial time series, using a tested helper module.
Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search.
$ npx skills add machina-sports/sports-skills --skill polymarket -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install machina-sports/sports-skills polymarket --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/polymarket .claude/skills/polymarket && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .claude/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/machina-sports/sports-skills/tree/main/skills/polymarketType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add machina-sports/sports-skills --skill polymarket -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install machina-sports/sports-skills polymarket --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/polymarket .agents/skills/polymarket && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .agents/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add machina-sports/sports-skills --skill polymarket -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install machina-sports/sports-skills polymarket --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/polymarket .cursor/skills/polymarket && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .cursor/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/machina-sports/sports-skills.git --path skills/polymarket--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add machina-sports/sports-skills --skill polymarket -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install machina-sports/sports-skills polymarket --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/polymarket .gemini/skills/polymarket && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .gemini/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install machina-sports/sports-skills polymarketInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add machina-sports/sports-skills --skill polymarket -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/polymarket .github/skills/polymarket && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .github/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add machina-sports/sports-skills --skill polymarket -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install machina-sports/sports-skills polymarket --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/machina-sports/sports-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/polymarket .opencode/skills/polymarket && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "polymarket" agent skill from https://github.com/machina-sports/sports-skills/tree/main/skills/polymarket into .opencode/skills/polymarket/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "polymarket", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
polymarketPolymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search.
Polymarket is an agent skill from machina-sports/sports-skills. Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search. No auth required. Covers NFL, NBA, MLB, football (EPL, UCL, La Liga), tennis, cricket, MMA, esports. Supports moneyline, spreads, totals, and player props. Use when: user asks about sports betting odds, prediction markets, win probabilities, market sentiment, or "who is favored to win" questions and only needs read-only market intelligence. Don't use when: user asks about actual match results…
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts and reference files (for example `references/api-reference.md`, `references/api.md` and `references/commands.md`).
It sits in Data & Analytics, covering Trading and backtesting and Statistics. It works with Polymarket. The repository describes itself as: Open-source agent skills for live sports data and prediction markets. Football, F1, Kalshi, Polymarket. Zero API keys. SKILL.md format. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 0420a7c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Polymarket loads about 2k tokens when it runs, and up to ~3.6k if it reads all its reference files. Until then it costs about 199 tokens; SKILL.md has 718 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from machina-sports/sports-skills at commit 0420a7c, republished under its MIT licence (© machina-sports). 718 words, ~1,967 tokens.
.claude/skills/polymarket/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Before writing queries, consult references/api-reference.md for sport codes, command parameters, and price format.
This skill is intentionally read-only. It can fetch market metadata, implied probabilities, order books, and recent price/trade history from public Polymarket endpoints. It must not configure wallets or place/cancel orders.
Prefer the CLI — it avoids Python import path issues:
sports-skills polymarket search_markets --sport=nba --sports_market_types=moneyline
sports-skills polymarket get_todays_events --sport=epl
sports-skills polymarket search_markets --sport=epl --query="Leeds" --sports_market_types=moneyline
sports-skills polymarket get_sports_configPython SDK (alternative):
from sports_skills import polymarket
polymarket.search_markets(sport='nba', sports_market_types='moneyline')
polymarket.get_todays_events(sport='epl')
polymarket.search_markets(sport='epl', query='Leeds')
polymarket.get_sports_config()sport parameter is always passed to search_markets and get_todays_events for single-game markets.token_id (CLOB), not market_id (Gamma). Call get_market_details first to get clobTokenIds.Without the sport parameter:
WRONG: search_markets(query="Leeds") → often 0 single-game results
RIGHT: search_markets(sport='epl', query='Leeds') → returns Leeds marketsCore read-only commands have no dependencies and no API keys. They work out of the box.
If the user explicitly asks to place/cancel orders or manage a wallet, stop and load/use the separate polymarket-trading skill. Do not continue from this read-only skill.
search_markets --sport=nba (or epl, nfl, bun, etc.)search_markets returns only open markets (its own active true and closed not true, even when the event is open). A sport search stays inside that league, and a sport code that cannot be resolved returns an error, never every sport. Use get_event_details to see closed markets.get_market_prices --token_id=<clob_token_id>.get_todays_events --sport=epl — returns events sorted by start date.clob_token_id from outcomes, then get_market_prices.search_markets --sport=nba --query="Lakers" --sports_market_types=moneylineget_market_prices --token_id=<id> for live CLOB prices.search_markets --sport=nba.clob_token_id from the outcomes.get_price_history --token_id=<id> --interval=1w| Command | Description |
|---|---|
get_sports_config | Available sport codes |
get_todays_events | Today's events for a league |
search_markets | Find markets by sport, keyword, and type |
get_sports_markets | Browse all sports markets |
get_sports_events | Browse sports events |
get_series | List series (leagues) |
get_market_details | Single market details |
get_event_details | Single event details |
get_market_prices | Current CLOB prices |
get_order_book | Full order book |
get_price_history | Historical prices |
get_last_trade_price | Most recent trade |
get_esports_events | Esports prediction markets (CS2/LoL/Dota2/Valorant) — implied probabilities via outcome prices |
See references/api-reference.md for full parameter lists and return shapes.
Example 1: Tonight's NBA favorites User says: "Who's favored in tonight's NBA games?" Actions:
search_markets(sport='nba', sports_market_types='moneyline')
Result: Each matchup with implied win probabilities (price = probability)Example 2: Team-specific odds User says: "Show me Leeds vs Man City odds" Actions:
search_markets(sport='epl', query='Leeds', sports_market_types='moneyline')
Result: Leeds moneyline market with outcome pricesExample 3: Today's EPL events User says: "What EPL matches are on today?" Actions:
get_todays_events(sport='epl')
Result: Today's events with nested markets (moneyline, spreads, totals, props)Example 4: League winner futures User says: "Who will win the Premier League?" Actions:
search_markets(query='Premier League') — returns futurescli_search_marketssearch_markets instead.cli_sports_listget_sports_config instead.get_market_oddsget_oddsget_current_oddsget_market_prices(token_id=...).get_implied_probabilityget_marketsget_sports_markets (browse) or search_markets (search).get_team_schedulecreate_order / market_order / cancel_order / cancel_all_orderspolymarket-trading only after explicit user approval.If a command is not listed in references/api-reference.md, do not use it from this skill.
Error: search_markets returns 0 results
Cause: The sport parameter is missing — without it, search only checks high-volume markets and misses single-game events
Solution: Always pass sport='<code>' to search_markets. Check references/api-reference.md for valid sport codes
Error: get_market_prices fails or returns wrong data
Cause: market_id (Gamma) was used instead of token_id (CLOB)
Solution: Call get_market_details(market_id=<id>) first to get the CLOB clobTokenIds, then use those with get_market_prices
Error: Prices seem stale or unchanged
Cause: Low-liquidity market — may have wide spreads and infrequent trades
Solution: Check get_last_trade_price(token_id=<id>) for the most recent actual trade price and present staleness/liquidity caveats
© machina-sports, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (scripts, references) in skills/polymarket of machina-sports/sports-skills.
Open the folder on GitHubat commit 0420a7c
Polymarket next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Polymarket this skillmachina-sports/sports-skills | 245 | — | ~2k | Automated safety check: Pass | MIT | |
| Quant Statistical MethodsHKUDS/Vibe-Trading | 35k | — | ~4k | Automated safety check: Pass | MIT | |
| Fin Guru Quant AnalysisAojdevStudio/Finance-Guru | 322 | — | ~838 | Automated safety check: Pass | AGPL-3.0 | |
| Risk Measurement and Stress TestingHKUDS/Vibe-Trading | 35k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Correlation and Cointegration AnalysisHKUDS/Vibe-Trading | 35k | — | ~10k | Automated safety check: Pass | MIT | |
| Forecast AnalysisNVIDIA-AI-Blueprints/deep-researcher-agent | 886 | — | ~820 | Automated safety check: Pass | Apache-2.0 |
HKUDS/Vibe-Trading
Guides your agent through unit-root, cointegration, GARCH, bootstrap and regression-diagnostic tests on financial time series, using a tested helper module.
AojdevStudio/Finance-Guru
Quantitative analysis of tickers or the portfolio through the engine's calculators.
HKUDS/Vibe-Trading
Measures portfolio and backtest risk with VaR, CVaR, maximum drawdown, Monte Carlo simulation, tail modeling and stress tests, using one tested risk module.
HKUDS/Vibe-Trading
Finds co-moving assets and tests them for cointegration, with workflows for correlation studies, sector clustering, hedge ratios and pair-trading signals.
NVIDIA-AI-Blueprints/deep-researcher-agent
Use this skill during research for lightweight forecast evidence analysis: base-rate checks, prediction-market anchors, scenario ranges, directional factor summaries, implied probabilities, and…
refraction-ray/xalpha
Turn a natural-language financial question into a polished, self-contained HTML report.
machina-sports/sports-skills
College Basketball (CBB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures…
machina-sports/sports-skills
College Football (CFB) data via ESPN public endpoints and the NCAA's official endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, rankings, injuries, futures…
machina-sports/sports-skills
Cricket data via ESPN public endpoints and Cricsheet open data — live-ish series scoreboards, standings, match summaries and news (ESPN), plus historical ball-by-ball, player stats, and player…
machina-sports/sports-skills
Formula 1 data — race schedules, results, lap timing, driver and team info.
machina-sports/sports-skills
PGA Tour, LPGA, and DP World Tour golf data via ESPN public endpoints — tournament leaderboards, scorecards, season schedules, golfer profiles/overviews, and news.
machina-sports/sports-skills
Kalshi prediction markets — events, series, markets, trades, and candlestick data.
Works with
Categories
Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search. Polymarket is an agent skill from machina-sports/sports-skills. Polymarket sports prediction markets — read-only live odds, prices, order books, events, series, and market search.
Polymarket fits situations like: : user asks about sports betting odds; prediction markets; win probabilities; market sentiment.
Run `npx skills add machina-sports/sports-skills --skill polymarket -a claude-code`. Or copy the skill folder (skills/polymarket in machina-sports/sports-skills) into .claude/skills/polymarket in your project. Claude Code loads it when a task matches its description.
Run `npx skills add machina-sports/sports-skills --skill polymarket -a codex`. Or copy the skill folder (skills/polymarket in machina-sports/sports-skills) into .agents/skills/polymarket in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add machina-sports/sports-skills --skill polymarket -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/polymarket, .gemini/skills/polymarket, .github/skills/polymarket and .opencode/skills/polymarket in your project.
Going by SKILL.md and its folder, Polymarket needs a shell for the scripts in its folder. Our summary lists: Python 3; A Bash shell.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Polymarket is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2k tokens (SKILL.md is roughly 7.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Polymarket: Quant Statistical Methods (HKUDS/Vibe-Trading, 35k stars), Fin Guru Quant Analysis (AojdevStudio/Finance-Guru, 322 stars), Risk Measurement and Stress Testing (HKUDS/Vibe-Trading, 35k stars) and Correlation and Cointegration Analysis (HKUDS/Vibe-Trading, 35k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
machina-sports (a GitHub organization) maintains it in machina-sports/sports-skills, which has 245 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on October 10, 2026.
Source: machina-sports/sports-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.