Borrowing it
Nothing to install: this file belongs to smarterweather/developer. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/smarterweather/developer/main/AGENTS.mdgit clone --depth 1 https://github.com/smarterweather/developerWrote 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.
[](https://agentmods.dev/instructions/smarterweather/developer/agents-md)<a href="https://agentmods.dev/instructions/smarterweather/developer/agents-md"><img src="https://agentmods.dev/badge/instructions/smarterweather/developer/agents-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.
<a href="https://agentmods.dev/instructions/smarterweather/developer/agents-md"><img src="https://agentmods.dev/badge/instructions/smarterweather/developer/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01399 | $0.01399 |
| Opus 5.5 | $0.00560 | $0.00560 |
| Sonnet 5.5 | $0.00280 | $0.00280 |
| Haiku 4.5 | $0.00140 | $0.00140 |
Grade A, and why
developer AGENTS.md scanned grade A with 1 finding 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 4d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -sS -D - 'https://api.smarterweather.com/v1/weather?lat=41.66&lon=-91.53' How it starts
The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — Smarter Weather developer platform
Guidance for AI agents integrating with Smarter Weather.
Agents: start here. There is nothing to install. Call the REST API with
no key and read the response: every 401, 403, and 429 is an RFC 9457
problem whose next_steps member names where to go (recommended first)
and carries an RFC 6750 WWW-Authenticate: Bearer challenge.
curl -sS -D - 'https://api.smarterweather.com/v1/weather?lat=41.66&lon=-91.53'
Then get a key (see below). Every recommended mint path writes
SMARTERWEATHER_API_KEY to a local .env (mode 0600, gitignored) and
prints only a 12-character prefix — never the bearer. Call again with
Authorization: Bearer $SMARTERWEATHER_API_KEY (from the env file).
Surfaces
| Surface | Endpoint | Auth |
|---|---|---|
| REST API | https://api.smarterweather.com |
Authorization: Bearer sw_live_* / sw_test_* |
| Weather MCP | https://mcp.smarterweather.com |
API key Bearer; keyless: free discovery tools, x402 for the rest |
| Onboarding MCP | https://mcp.developers.smarterweather.com |
Anonymous discovery tools; OAuth for account tools |
Canonical machine-readable contracts:
- OpenAPI:
openapi.yaml - Weather MCP tool descriptors:
descriptors/mcp-tools.json - Agent Plugin (skills + MCP config):
plugins/smarterweather/ - Agent doc index:
llms.txt
Getting a key
- Human present (recommended):
npx -y @smarterweather/mcp-onboarding@latest login— RFC 8628 device grant; prints a verification URL for the human, writes.env, prints only a key prefix.loginblocks until the human approves; run it in the background or with a long shell timeout and relay the printed URL. - No human present:
npx -y @smarterweather/mcp-onboarding@latest trial(or stdiostart_trial) — mints a trial key into.env, returns a prefix + claim link. - Agent holds a wallet: pay per call on the weather MCP via x402 (USDC on Base); no account needed.
- Raw HTTP (curl / conformance only):
POST /developer/keysandPOST /developer/keys/trialreturn the bearer in the body — write only thekey/api_keyfield to.envasSMARTERWEATHER_API_KEY=(e.g.jq -er '"SMARTERWEATHER_API_KEY=" + .key' >> .env); never print it.
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.
- 4d ago Changed · +6 lines · +95 tokens per session 272c43222867
- 1mo ago Changed · +16 lines · +279 tokens per session 6474de8b42aa
- 1mo ago Changed · +26 lines · +339 tokens per session 2c29f2be8e97
- 1mo ago First seen · 67 lines · 686 tokens per session scan A 769ceef02696
developer AGENTS.md is an instructions file published in the GitHub repository smarterweather/developer (1 stars, last pushed today), licensed MIT. It adds 1,399 tokens to every session, about $0.0056 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.