Astropy
zLanqing/codex-claude-academic-skills
Comprehensive Python library for astronomy and astrophysics.
Provide real-time weather forecasts for any city worldwide. An agent skill from MagicCube/agentara.
Install Weather Report
$ npx skills add MagicCube/agentara --skill weather-report -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MagicCube/agentara weather-report --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/MagicCube/agentara.git skills-src && mkdir -p .claude/skills && cp -r skills-src/user-home/.claude/skills/weather-report .claude/skills/weather-report && 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 "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .claude/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-reportType 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 MagicCube/agentara --skill weather-report -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MagicCube/agentara weather-report --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .agents/skills && cp -r skills-src/user-home/.claude/skills/weather-report .agents/skills/weather-report && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .agents/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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 MagicCube/agentara --skill weather-report -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MagicCube/agentara weather-report --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/user-home/.claude/skills/weather-report .cursor/skills/weather-report && 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 "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .cursor/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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/MagicCube/agentara.git --path user-home/.claude/skills/weather-report--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 MagicCube/agentara --skill weather-report -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MagicCube/agentara weather-report --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/user-home/.claude/skills/weather-report .gemini/skills/weather-report && 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 "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .gemini/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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 MagicCube/agentara weather-reportInstalls 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 MagicCube/agentara --skill weather-report -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .github/skills && cp -r skills-src/user-home/.claude/skills/weather-report .github/skills/weather-report && 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 "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .github/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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 MagicCube/agentara --skill weather-report -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MagicCube/agentara weather-report --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MagicCube/agentara.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/user-home/.claude/skills/weather-report .opencode/skills/weather-report && 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 "weather-report" agent skill from https://github.com/MagicCube/agentara/tree/main/user-home/.claude/skills/weather-report into .opencode/skills/weather-report/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weather-report", 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.
Facts
- Skill name
weather-report- GitHub stars
- 515
- Token cost
- ~594 tokens
- SKILL.md length
- 210 words
- Files
- 1
- Skills in repo
- 21
- Repo updated
- First seen
- Licence
- None found
At a glance
Provide real-time weather forecasts for any city worldwide. An agent skill from MagicCube/agentara.
- Works in 5 steps: Determine the city → Search for weather data → Present the report → …
- The user asks about weather
- SKILL.md covers Workflow and Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Weather Report is an agent skill from MagicCube/agentara. Provide real-time weather forecasts for any city worldwide. Use this skill whenever the user asks about weather, temperature, or climate conditions — including phrases like "weather in [city]", "what's the weather like", "weather forecast", "is it going to rain", "how hot is it", or any mention of checking current or upcoming weather conditions for a location. Also trigger when users ask about what to wear today, whether to bring an umbrella, or any question where weather data would help.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Physical and earth sciences. The repository describes itself as: Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messaging, long-term memory, skills, task scheduling, session management, and more — all…
When your agent uses it
- The user asks about weather
- Climate conditions — including phrases like weather in [city]
- Whats the weather like
- Weather forecast
Example prompts
- “weather in [city]”
- “s the weather like”
- “weather forecast”
- “/weather-report”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Determine the city
- Search for weather data
- Present the report
- Tips
- Sources
What it can do on your machine
Read from SKILL.md and the folder at commit 5621a96. 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
No scripts in the folder and no shell commands in SKILL.md.
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 Report loads about 594 tokens when it runs. Until then it costs about 127 tokens; SKILL.md has 210 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.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 210 words (~594 tokens).
“Get current weather and short-term forecasts for any city worldwide. Supports city names in various languages. Always respond in user's language.”
- name
- weather-report
Files
Just SKILL.md in user-home/.claude/skills/weather-report of MagicCube/agentara.
Open the folder on GitHubat commit 5621a96
Compare with similar skills
Weather Report 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 |
|---|---|---|---|---|---|---|
| Weather Report this skillMagicCube/agentara | 515 | — | ~594 | Automated safety check: Pass | None | |
| AstropyzLanqing/codex-claude-academic-skills | 4.6k | 14 repos | ~2.9k | Automated safety check: Pass | BSD-3-Clause | |
| PymatgenzLanqing/codex-claude-academic-skills | 4.6k | 12 repos | ~5k | Automated safety check: Pass | MIT | |
| Cantera Ignition DelayK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Weathertrpc-group/trpc-agent-go | 1.8k | 8 repos | ~591 | Automated safety check: Pass | Apache-2.0 | |
| Pymol VisualizationChatMol/ChatMol | 372 | — | ~1.2k | Automated safety check: Pass | MIT |
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Cantera Ignition Delay
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Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks.
Weather
trpc-group/trpc-agent-go
Get current weather and forecasts via wttr.in or Open-Meteo.
Pymol Visualization
ChatMol/ChatMol
Generate publication-quality molecular visualization images using PyMOL.
Review
Muuuun/luxas
Write domain-authentic review articles that synthesize rather than stack.
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Related
Categories
Questions about Weather Report
What does Weather Report do?
Provide real-time weather forecasts for any city worldwide. An agent skill from MagicCube/agentara. Weather Report is an agent skill from MagicCube/agentara. Provide real-time weather forecasts for any city worldwide.
When should I use Weather Report?
Weather Report fits situations like: the user asks about weather; climate conditions — including phrases like weather in [city]; whats the weather like; weather forecast.
How do I install Weather Report in Claude Code?
Run `npx skills add MagicCube/agentara --skill weather-report -a claude-code`. Or copy the skill folder (user-home/.claude/skills/weather-report in MagicCube/agentara) into .claude/skills/weather-report in your project. Claude Code loads it when a task matches its description.
How do I install Weather Report in Codex?
Run `npx skills add MagicCube/agentara --skill weather-report -a codex`. Or copy the skill folder (user-home/.claude/skills/weather-report in MagicCube/agentara) into .agents/skills/weather-report in your project. Codex loads it when a task matches its description.
Can I use Weather Report 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 MagicCube/agentara --skill weather-report -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-report, .gemini/skills/weather-report, .github/skills/weather-report and .opencode/skills/weather-report in your project.
What does Weather Report need to run?
SKILL.md names no scripts, command-line tools or credentials: Weather Report is instructions for the agent only.
Does Weather Report 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 Report 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 Report use?
No licence was found for Weather Report or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Weather Report use?
About 594 tokens (SKILL.md is roughly 2.4k 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 Report?
Skills that share tags, products or a category with Weather Report: Astropy (zLanqing/codex-claude-academic-skills, 4.6k stars), Pymatgen (zLanqing/codex-claude-academic-skills, 4.6k stars), Cantera Ignition Delay (K-Dense-AI/scientific-agent-skills, 48k stars) and Weather (trpc-group/trpc-agent-go, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Weather Report?
MagicCube (a GitHub user) maintains it in MagicCube/agentara, which has 515 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on May 11, 2026.
Source: MagicCube/agentara on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.