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 ashish7802/awesome-api-skills --skill mapboxgit clone --depth 1 https://github.com/ashish7802/awesome-api-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/ashish7802/awesome-api-skills/mapbox)<a href="https://agentmods.dev/skills/ashish7802/awesome-api-skills/mapbox"><img src="https://agentmods.dev/badge/skills/ashish7802/awesome-api-skills/mapbox/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/ashish7802/awesome-api-skills/mapbox"><img src="https://agentmods.dev/badge/skills/ashish7802/awesome-api-skills/mapbox.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 13 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 | $0.00000 | $0.00483 |
| Opus 5.5 | $0.00000 | $0.00193 |
| Sonnet 5.5 | $0.00000 | $0.00097 |
| Haiku 4.5 | $0.00000 | $0.00048 |
Grade A, and why
mapbox 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 62 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Mapbox API Skill
Overview
Mapbox provides APIs for maps, geocoding, and routing. This skill focuses on the Mapbox Search (Geocoding) and Navigation APIs for backend services.
Installation
npm install @mapbox/mapbox-sdk
pip install mapbox
Authentication
Authenticate using Access Tokens. Default public tokens (pk.*) are for frontends. Secret tokens (sk.*) are for backends.
Core Concepts
- Geocoding: Converting text (addresses) into geographic coordinates.
- Isochrone: Calculating areas reachable within a given time.
- Matrix API: Travel times between many points.
Common Workflows
- Instantiate the client with your Secret Token.
- Call
geocodingService.forwardGeocode. - Extract
features[0].centerfor coordinates.
Error Handling
Catch network errors and parse the message from Mapbox. Check HTTP 422 for unprocessable geometry.
Security
Always use URL restrictions (Referrer matching) on Public Tokens. Keep Secret Tokens completely out of client-side code.
Rate Limits
Geocoding is limited to 600 requests per minute on standard plans.
Best Practices
Cache geocoding results permanently where legally allowed by the Terms of Service to dramatically reduce API costs and latency.
Troubleshooting
If reverse geocoding returns inaccurate results, ensure you are passing the correct types filter (e.g., address, poi).
References
Why use this skill
Use this when your agent works with mapbox — structured patterns beat pasted docs and prevent common hallucinations.
AI pitfalls
- Referencing CLI flags or config keys that do not exist
- Using outdated major versions of tools
- Skipping lockfile or version pinning in examples
Production checklist
- Secrets in environment variables, not source code
- Error handling and logging in place
- Rate limits and timeouts configured
Related skills
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.
- 1mo ago First seen · 62 lines · 0 tokens per session scan A 0780ae3bc77a
mapbox is a skill published in the GitHub repository ashish7802/awesome-api-skills (13 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 483 tokens. 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 2026-08-30.
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