Home / trpc-group / trpc-agent-python · examples/skills_with_dynamic_tools/skills/weather-tools/SKILL.md · GitHub

weather-tools skillA

weather-tools is agent-read markdown (skill) from trpc-group/trpc-agent-python: Weather information query tools including current weather, forecast, and location search..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

Tools:
- get_current_weather
- get_weather_forecast
- search_city_by_name

Overview

This skill provides weather-related query tools. Once this skill is loaded,
you will gain access to three powerful weather tools:

1. **get_current_weather**: Query current weather conditions for any city
2. **get_weather_forecast**: Get 3-day weather forecast
3. **search_city_by_name**: Search for city information by name

These tools are dynamically loaded when you load this skill, and they will
not consume tokens in the LLM context until the skill is actually loaded.

Usage Pattern

1. First, call `skill_load` to load this skill:
   ```
   skill_load(skill="weather-tools", include_all_docs=False)
   ```

2. After loading, you can use the weather tools directly:
   ```
   get_current_weather(city="Beijing")
   get_weather_forecast(city="Shanghai", days=3)
   search_city_by_name(name="New York")
   ```

Benefits

- **Token Efficiency**: Weather tools are only available after loading this skill,
  saving context tokens when not needed.
- **Dynamic Loading**: Tools are registered on-demand based on user needs.
- **Organized Tooling**: Related tools are grouped together as a skill.

Examples
…

Read the whole file at its exact version.

How to install

Latest version
mdr add trpc-group/trpc-agent-python/weather-tools@git:20260401.f485ee4
Exact content
mdr add trpc-group/trpc-agent-python/weather-tools@sha256:ae2091f6307625ce

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_svh6q63ssbof26nv.svg)](https://markdownregistry.com/a/art_svh6q63ssbof26nv)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260401.f485ee4 latest2026-04-01 f485ee4 2,095 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2095 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

trpc-group/trpc-agent-python · 143 stars · license NOASSERTION · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_svh6q63ssbof26nv
GET https://markdownregistry.com/api/v1/resolve?ref=trpc-group/trpc-agent-python/weather-tools
GET https://markdownregistry.com/api/v1/blob/ae2091f6307625cebf66e0d61680beff368d722a2202ef8ee0c41dd48370c3ee

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from trpc-group/trpc-agent-python

Travel Planning Assistant skill
trpc-group/trpc-agent-python · examples/claude_agent_with_skills/.claude/skills/traver_helper/SKILL.md · Automatically generate a comprehensive travel plan based on user's travel needs (destination, date, budget, etc.)…
git:20260401.f485ee4 · audit A · 143 stars
city-info skill
trpc-group/trpc-agent-python · examples/optimization/blackbox_cli/workspace/.claude/skills/city-info/SKILL.md · 城市信息
git:20260520.dde5f18 · audit B · 143 stars
CLAUDE.md@examples/optimization/blackbox_cli/workspace claude
trpc-group/trpc-agent-python · examples/optimization/blackbox_cli/workspace/CLAUDE.md
git:20260520.dde5f18 · audit B · 143 stars
DESIGN.md@examples/optimization/eval_optimize_loop design
trpc-group/trpc-agent-python · examples/optimization/eval_optimize_loop/DESIGN.md
git:20260805.9e82694 · audit A · 143 stars
data-analysis skill
trpc-group/trpc-agent-python · examples/skills/skills/data_analysis/SKILL.md · Python-based data analysis tools using pandas and numpy for data processing and visualization.
git:20260401.f485ee4 · audit A · 143 stars
file-tools skill
trpc-group/trpc-agent-python · examples/skills/skills/file_tools/SKILL.md · Simple shell utilities for files and archives.
git:20260401.f485ee4 · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260509.8d2cacd · audit A · 143 stars
user-file-ops skill
trpc-group/trpc-agent-python · examples/skills/skills/user_file_ops/SKILL.md · Simple operations on user-provided text files including summarization.
git:20260401.f485ee4 · audit A · 143 stars
code-review skill
trpc-group/trpc-agent-python · examples/skills_code_review_agent/skills/code-review/SKILL.md · Review unified diffs, file lists, or Git worktree changes inside an isolated workspace and return evidence-based…
git:20260802.b4ea8cc · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills_with_container/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260509.8d2cacd · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills_with_cube/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260603.614b07d · audit A · 143 stars
leader-research skill
trpc-group/trpc-agent-python · examples/team_with_skill/skills/leader_research/SKILL.md · Generate concise research bullet points for the team leader.
git:20260401.f485ee4 · audit A · 143 stars

Every file in trpc-group/trpc-agent-python

Browse by kind, by grade A, or by owner.