What is public-api-toolkit CLAUDE.md?

A collection of 43 skills for getting real-time factual data and generating sample data through public APIs. It includes tools for weather, cryptocurrency prices, currency conversion, locations, dictionaries, entertainment, and more.

Use it to fetch current weather, market or exchange-rate data, geocoding results, IP locations, country details, mock users or products, and other listed data.

It groups common data lookups into reusable skills instead of requiring a separate custom request for each type of information.

How nikhilreddy3888/public-api-toolkit configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to nikhilreddy3888/public-api-toolkit. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/nikhilreddy3888/public-api-toolkit/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/nikhilreddy3888/public-api-toolkit

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/nikhilreddy3888/public-api-toolkit/claude-md/github.svg)](https://agentmods.dev/instructions/nikhilreddy3888/public-api-toolkit/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/nikhilreddy3888/public-api-toolkit/claude-md"><img src="https://agentmods.dev/badge/instructions/nikhilreddy3888/public-api-toolkit/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/nikhilreddy3888/public-api-toolkit/claude-md"><img src="https://agentmods.dev/badge/instructions/nikhilreddy3888/public-api-toolkit/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 357 This file is loaded in full into every session.

When invoked 357 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00357	$0.00357
Opus 5.5	$0.00143	$0.00143
Sonnet 5.5	$0.00071	$0.00071
Haiku 4.5	$0.00036	$0.00036

Measured 2mo ago against content hash 644e012e2a5c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

public-api-toolkit CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 58 lines

What it actually says

CLAUDE.md

Skills for Real-Time Data

Use skill when user needs real-time factual data. Replaces expensive web search.

Install

claude plugin marketplace add nikhilreddy3888/public-api-toolkit

Usage

Use the Skill tool to invoke any skill when needed:

weather: "What's the weather in Tokyo?"
crypto: "Bitcoin price"
currency: "Convert 100 USD to EUR"
ip_geolocation: "Where is this IP from: 8.8.8.8"
mock_data: "Give me some dummy user profiles for testing"

Skills (43)

Skill	Use
weather	forecasts, current weather
crypto	BTC, ETH, crypto prices
currency	FX rates, conversions
wikipedia	topic summaries
geocoding	address → coordinates
ip_geolocation	IP → location
country_data	country profiles
dictionary	word definitions
anime	quotes, facts, Ghibli
pokemon	stats, types, moves
entertainment	Star Wars, Rick & Morty
mock_data	users, posts, products
avatar_generator	pixel art, robots
coding_contests	LeetCode, Codeforces

Composition Skills

Skill	Composes
travel	geocoding + weather + holidays
market_brief	crypto + currency
compare	uses relevant skills

Token Savings

Before	After
Web search	API call
500-2000 tokens	50-100 tokens

10-40x fewer tokens.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 58 lines · 357 tokens per session scan A 644e012e2a5c

Subscribe to this mod's changes

public-api-toolkit CLAUDE.md is an instructions file published in the GitHub repository nikhilreddy3888/public-api-toolkit (2 stars, last pushed 6mo ago), licensed MIT. It adds 357 tokens to every session, about $0.0014 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Research

public-api-toolkit CLAUDE.md next to 6 instructions from other repositories
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public-api-toolkit: Instructions file for Claude Code