Agent skill

Weather

by qualcomm in qualcomm/qai-appbuilder

Query weather forecasts for any city. An agent skill from qualcomm/qai-appbuilder.

Custom licenceAuto-check passed

Install Weather

skills CLI
$ npx skills add qualcomm/qai-appbuilder --skill weather -a claude-code

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

GitHub CLI
$ gh skill install qualcomm/qai-appbuilder 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/qualcomm/qai-appbuilder.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tools/qaiappbuilder/skills/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
246
Token cost
~335 tokens
SKILL.md length
126 words
Files
3 (incl. scripts)
Skills in repo
13
Repo updated
First seen
Licence
Custom licence

At a glance

Query weather forecasts for any city. An agent skill from qualcomm/qai-appbuilder.

  • SKILL.md covers CRITICAL:, Output Example and Notes
  • Runs PowerShell and Python scripts from its folder

What it does

Weather is an agent skill from qualcomm/qai-appbuilder. Query weather forecasts for any city. Uses wttr.in service, no API key required.

Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/get_weather.py`).

The repository describes itself as: QAI AppBuilder is designed to help developers easily execute models on WoS and Linux platforms. It encapsulates the Qualcomm® AI Runtime SDK APIs into a set of simplified…

Example prompts

  • “/weather”

Requirements

  • Python 3
  • PowerShell

What it can do on your machine

Read from SKILL.md and the folder at commit 700121f. 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 2 files in scripts/ (PowerShell and Python), 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 335 tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 126 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~22
When it runs · the whole SKILL.md, loaded when a task matches
~335

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); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 126 words (~335 tokens).

“Use the exec tool to run the following command to get weather forecast:”

— opening of SKILL.md by qualcomm, Custom licence
name
weather
tags
weather, forecast, wttr
use_for
Getting current weather, checking weather forecasts, querying weather by city name
homepage
https://wttr.in/:help

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (scripts) in tools/qaiappbuilder/skills/weather of qualcomm/qai-appbuilder.

  • SKILL.md
  • scripts/get_weather.ps1
  • scripts/get_weather.py

Open the folder on GitHubat commit 700121f

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 skillqualcomm/qai-appbuilder246—~335Automated safety check: PassCustom licence
Weatheropenclaw/openclaw392k—~726Automated safety check: PassMIT
Weather Lookupsipeed/picoclaw30k—~657Automated safety check: PassMIT
Timesfm ForecastingK-Dense-AI/scientific-agent-skills48k1 repos~2.4kAutomated safety check: NotesApache-2.0
Weatheriflytek/skillhub5.2k—~734Automated safety check: PassMIT
TimesFM Forecastinggoogle-research/timesfm34k—~4.7kAutomated safety check: PassApache-2.0

Similar skills

  • Weather

    openclaw/openclaw

    Current weather and forecasts with webfetch, falling back to wttr.in curl for locations, rain, temperature, travel planning.

    392k GitHub stars~726 tokensUpdated today
    Auto-check passed
  • Weather Lookup

    sipeed/picoclaw

    Looks up current weather and forecasts with curl and verified location matching, using wttr.in for city names and Open-Meteo for structured data.

    30k GitHub stars~657 tokensUpdated 14 days ago
    Productivity & AutomationAuto-check passed
  • Timesfm Forecasting

    K-Dense-AI/scientific-agent-skills

    Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation.

    48k GitHub starsUsed in 1 repo~2.4k tokens
    Data & AnalyticsAuto-check: notes
  • Weather

    iflytek/skillhub

    Retrieve and summarize current weather and forecasts for locations, rain, temperature, and travel planning using an available web tool or wttr.in over HTTPS.

    5.2k GitHub stars~734 tokensUpdated today
    Auto-check passed
  • TimesFM Forecasting

    google-research/timesfm

    Forecasts any univariate time series zero-shot with Google's TimesFM model, returning point forecasts and calibrated prediction intervals without training.

    34k GitHub stars~4.7k tokensUpdated 9 days ago
    Data & AnalyticsAuto-check passed
  • Forecast Accuracy Review

    davila7/claude-code-templates

    Evaluate demand-forecast quality honestly - WMAPE, bias and Forecast Value Added against a naive benchmark over a rolling-origin backtest.

    32k GitHub stars~884 tokensUpdated today
    Data & AnalyticsAuto-check passed

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  • Read Arxiv Paper

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Questions about Weather

What does Weather do?

Query weather forecasts for any city. An agent skill from qualcomm/qai-appbuilder. Weather is an agent skill from qualcomm/qai-appbuilder. Query weather forecasts for any city.

How do I install Weather in Claude Code?

Run `npx skills add qualcomm/qai-appbuilder --skill weather -a claude-code`. Or copy the skill folder (tools/qaiappbuilder/skills/weather in qualcomm/qai-appbuilder) 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 qualcomm/qai-appbuilder --skill weather -a codex`. Or copy the skill folder (tools/qaiappbuilder/skills/weather in qualcomm/qai-appbuilder) 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 qualcomm/qai-appbuilder --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 PowerShell and Python for the scripts in its folder. Our summary lists: Python 3; PowerShell.

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Weather use?

Weather has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Weather use?

About 335 tokens (SKILL.md is roughly 1.3k 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: Weather (openclaw/openclaw, 392k stars), Weather Lookup (sipeed/picoclaw, 30k stars), Timesfm Forecasting (K-Dense-AI/scientific-agent-skills, 48k stars) and Weather (iflytek/skillhub, 5.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weather?

qualcomm (a GitHub organization) maintains it in qualcomm/qai-appbuilder, which has 246 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 8, 2026.

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