Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add vaisala-xweather/xweather-agent-skills --skill raster-mapsgit clone --depth 1 https://github.com/vaisala-xweather/xweather-agent-skillsWrote 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/skills/vaisala-xweather/xweather-agent-skills/raster-maps)<a href="https://agentmods.dev/skills/vaisala-xweather/xweather-agent-skills/raster-maps"><img src="https://agentmods.dev/badge/skills/vaisala-xweather/xweather-agent-skills/raster-maps/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/skills/vaisala-xweather/xweather-agent-skills/raster-maps"><img src="https://agentmods.dev/badge/skills/vaisala-xweather/xweather-agent-skills/raster-maps.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 | $0.00198 | $0.04703 |
| Opus 5.5 | $0.00079 | $0.01881 |
| Sonnet 5.5 | $0.00040 | $0.00941 |
| Haiku 4.5 | $0.00020 | $0.00470 |
Grade A, and why
raster-maps 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 16d 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 -s https://www.xweather.com/docs/api/maps/layers How it starts
The opening of the file, as written. The whole thing — 320 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Xweather Raster Maps URL builder
Turn a description of wanted weather imagery into a maps.api.xweather.com URL — as a standalone
static image or as a tile template for an interactive mapping library.
This is a different product from the Weather API: different host, different URL grammar, and credentials sit in the path, not in the query string.
https://maps.api.xweather.com/{client_id}_{client_secret}/{layers}/…/{offset}.{format}
Two output methods — ask which one
Every Raster Maps request is one of two shapes, and they are not interchangeable:
| Static map | Map tiles | |
|---|---|---|
| Produces | A single finished image | A 256×256 tile template a library fetches many of |
| Use when | Email, report, dashboard panel, <img> tag, Slack, PDF |
Leaflet / Mapbox / Google Maps / OpenLayers / Apple Maps |
| Path | {layers}/{w}x{h}/{place},{zoom}/{offset}.{fmt} |
{layers}/{z}/{x}/{y}/{offset}.{fmt} |
| Interactive | No — no pan or zoom | Yes |
If the user hasn't said which one they want, ask before generating anything. Use
Ask a direct either/or question — a structured-choice prompt if the agent has one, plain text otherwise.
Don't guess from weak signals and don't produce both by default — a tile template pasted into an
<img> tag renders one 256-pixel square, and a static URL handed to Leaflet fails outright.
Signals strong enough to skip the question: the user names a mapping library, says "tile layer" or
"XYZ", or gives {z}/{x}/{y} (→ tiles); or names pixel dimensions, says "image", "PNG for a
report", or shows an <img> tag (→ static).
Workflow
- Determine the output method — ask if not already clear (above).
- Pick the layers. Use the intent map below and confirm codes against
references/layers.md. Order matters: they composite left to right, so base map first, weather next, labels last. - Add the geography. Static:
place,zoomor asouth,west,north,eastbounding box. Tiles: the library substitutes{z}/{x}/{y}— leave the placeholders in. - Add the time offset.
currentunless the user wants past or forecast imagery. - Pick the format.
pngfor tile overlays (transparency is mandatory);pngorjpgfor static maps that include their own base layer. - Apply modifiers if the request implies them — opacity, blur, blend, recolour. See
references/modifiers.md. - Report the URL with its map-unit cost (see Map units), then handle credentials (see below).
- Include the attribution. Any markup you hand over — an
<img>tag, a tile layer, a template — needs the Xweather credit alongside it. See "Attribution is required" below.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 16d ago Changed b3336e8ca093
- 18d ago Changed 4ea8b446fc4e
- 29d ago Changed f7f09f91fa03
- 1mo ago Changed 0edbbde3c447
- 1mo ago Changed caf267dc8b80
- 2mo ago Changed 110db03d6239
- 2mo ago First seen · 320 lines · 198 tokens per session scan A cf86d9eb50cb
raster-maps is a skill published in the GitHub repository vaisala-xweather/xweather-agent-skills (6 stars, last pushed 16d ago), licensed MIT. It adds 198 tokens to every session and 4,703 once invoked, about $0.0008 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.
raster-maps compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| raster-mapsvaisala-xweather/xweather-agent-skills | Skill | 6 | 16d ago | MIT | A | 198 | Claude Code |
| imagegenopenai/codex | Skill | 135k | today | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 100k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| browser-automationopenclaw/openclaw | Skill | 394k | today | MIT | A | 36 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 316k | 8d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |