Agent skill

Weather

by alsk1992 in alsk1992/CloddsBot

Weather betting - NOAA data for Polymarket weather markets. An agent skill from alsk1992/CloddsBot.

MITAuto-check passedBusiness, Finance & HR

Install Weather

skills CLI
$ npx skills add alsk1992/CloddsBot --skill weather -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install alsk1992/CloddsBot weather --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/alsk1992/CloddsBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/skills/bundled/weather .claude/skills/weather && rm -rf skills-src

Use ~/.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/

Facts

Skill name
weather
GitHub stars
2.9k
Token cost
~567 tokens
SKILL.md length
168 words
Files
2
Skills in repo
116
Repo updated
First seen
Licence
MIT

At a glance

Weather betting - NOAA data for Polymarket weather markets. An agent skill from alsk1992/CloddsBot.

  • Works in 4 steps: Fetch NOAA Forecast: Get official NWS… → Match to Markets: Find Polymarket… → Calculate Edge: Compare NOAA probability… → …
  • Business, Finance & HR work in your project
  • SKILL.md covers Commands, Examples, How It Works and Edge Calculation, plus 4 more sections
  • Runs TypeScript scripts from its folder

What it does

Weather is an agent skill from alsk1992/CloddsBot. Weather betting - NOAA data for Polymarket weather markets

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `index.ts`).

It sits in Business, Finance & HR. It works with Polymarket. The repository describes itself as: Open Source AI trading agent that operates autonomously across 1000+ markets - Polymarket, Kalshi, Binance, Hyperliquid, Solana DEXs, 5 EVM chains. Scans for edge, executes… The licence is MIT.

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/weather”

Requirements

  • Node.js
  • A credential in POLY_API_KEY

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Fetch NOAA Forecast: Get official NWS weather data (free, no API key)
  2. Match to Markets: Find Polymarket weather markets for the same location/date
  3. Calculate Edge: Compare NOAA probability to market YES price
  4. Bet if Edge: If NOAA probability differs significantly from market, bet

What it can do on your machine

Read from SKILL.md and the folder at commit c930628. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships script files (TypeScript), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Weather loads about 567 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 168 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~567

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.

Safety

Auto-check passed

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from alsk1992/CloddsBot at commit c930628, republished under its MIT licence (© alsk1992). 168 words, ~567 tokens.

Download SKILL.mdSave it as .claude/skills/weather/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
weather
description
Weather betting - NOAA data for Polymarket weather markets
command
weather
emoji
🌤️
gates.envs
POLY_API_KEY

Weather Betting

Use NOAA weather forecasts to find edge on Polymarket weather markets.

Commands

/weather scan                              Scan all weather markets for edge
/weather forecast <city>                   Get NOAA forecast for a city
/weather markets                           List active weather markets
/weather edge <market-id>                  Calculate edge for specific market
/weather bet <market-id> <amount>          Execute bet
/weather auto [--threshold 10]             Auto-bet on high-edge markets
/weather history                           View bet history

Examples

/weather forecast "New York"
/weather scan
/weather edge abc123
/weather bet abc123 10
/weather auto --threshold 15

How It Works

  1. Fetch NOAA Forecast: Get official NWS weather data (free, no API key)
  2. Match to Markets: Find Polymarket weather markets for the same location/date
  3. Calculate Edge: Compare NOAA probability to market YES price
  4. Bet if Edge: If NOAA probability differs significantly from market, bet

Edge Calculation

Edge = NOAA Probability - Market Price

Example:
  NOAA says 80% chance of rain in NYC tomorrow
  Polymarket "Will it rain in NYC?" YES price: 0.65 (65%)
  Edge = 80% - 65% = +15% -> Bet YES

Supported Market Types

  • Temperature: "Will NYC exceed 90°F on Saturday?"
  • Precipitation: "Will it rain in LA tomorrow?"
  • Snow: "Will Chicago get 6+ inches of snow?"
  • Record: "Will Phoenix hit a record high this week?"

Confidence Levels

  • High: Edge >= 15%, reliable forecast data
  • Medium: Edge 10-15%, some uncertainty
  • Low: Edge 5-10%, more speculative

Position Sizing

Uses quarter-Kelly criterion for conservative sizing:

Bet Size = Bankroll * (Edge / Odds) * 0.25

Capped at 10% of bankroll per bet.

Supported Cities

Major US cities including: New York, Los Angeles, Chicago, Houston, Phoenix, Philadelphia, San Antonio, San Diego, Dallas, San Jose, Austin, Jacksonville, San Francisco, Seattle, Denver, Washington DC, Boston, Nashville, Detroit, and more.

© alsk1992, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in src/skills/bundled/weather of alsk1992/CloddsBot.

  • SKILL.md
  • index.ts

Open the folder on GitHubat commit c930628

Compare with similar skills

Weather 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.

Weather compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Weather this skillalsk1992/CloddsBot2.9k—~567Automated safety check: PassMIT
Digital Oraclekomako-workshop/digital-oracle875—~5.9kAutomated safety check: PassMIT
Polyclawchainstacklabs/polyclaw3591 repos~2kAutomated safety check: PassApache-2.0
Polymarket TradingBlockRunAI/ClawRouter6.6k—~1.4kAutomated safety check: PassMIT
Dr Manhattanguzus/dr-manhattan204—~2kAutomated safety check: PassApache-2.0
Fintoolsecond-state/fintool316—~5.9kAutomated safety check: PassNone

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Works with

Questions about Weather

What does Weather do?

Weather betting - NOAA data for Polymarket weather markets. An agent skill from alsk1992/CloddsBot. Weather is an agent skill from alsk1992/CloddsBot.

When should I use Weather?

Weather fits situations like: business, Finance & HR work in your project.

How do I install Weather in Claude Code?

Run `npx skills add alsk1992/CloddsBot --skill weather -a claude-code`. Or copy the skill folder (src/skills/bundled/weather in alsk1992/CloddsBot) into .claude/skills/weather in your project. Claude Code loads it when a task matches its description.

How do I install Weather in Codex?

Run `npx skills add alsk1992/CloddsBot --skill weather -a codex`. Or copy the skill folder (src/skills/bundled/weather in alsk1992/CloddsBot) into .agents/skills/weather in your project. Codex loads it when a task matches its description.

Can I use Weather in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add alsk1992/CloddsBot --skill weather -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weather, .gemini/skills/weather, .github/skills/weather and .opencode/skills/weather in your project.

What does Weather need to run?

Going by SKILL.md and its folder, Weather needs TypeScript for the scripts in its folder. Our summary lists: Node.js; A credential in POLY_API_KEY.

Does Weather access the network?

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.

Is Weather safe to install?

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. Review the folder before installing.

What licence does Weather use?

Weather is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Weather use?

About 567 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Weather?

Skills that share tags, products or a category with Weather: Digital Oracle (komako-workshop/digital-oracle, 875 stars), Polyclaw (chainstacklabs/polyclaw, 359 stars), Polymarket Trading (BlockRunAI/ClawRouter, 6.6k stars) and Dr Manhattan (guzus/dr-manhattan, 204 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weather?

alsk1992 (a GitHub user) maintains it in alsk1992/CloddsBot, which has 2,933 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on October 2, 2026.

Source: alsk1992/CloddsBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.