Prowler is an open-source cloud security platform that checks cloud environments for security issues and compliance with standards such as CIS, NIST, and GDPR. Security teams use it to assess configurations, prioritize findings, produce reports, and guide remediation.
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 prowler-cloud/prowler --skill jsonapigit clone --depth 1 https://github.com/prowler-cloud/prowlerWrote 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/prowler-cloud/prowler/jsonapi)<a href="https://agentmods.dev/skills/prowler-cloud/prowler/jsonapi"><img src="https://agentmods.dev/badge/skills/prowler-cloud/prowler/jsonapi/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/prowler-cloud/prowler/jsonapi"><img src="https://agentmods.dev/badge/skills/prowler-cloud/prowler/jsonapi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00034 | $0.02061 |
| Opus 5.5 | $0.00014 | $0.00824 |
| Sonnet 5.5 | $0.00007 | $0.00412 |
| Haiku 4.5 | $0.00003 | $0.00206 |
Grade A, and why
jsonapi 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 — 272 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Use With django-drf
This skill focuses on spec compliance. For implementation patterns (ViewSets, Serializers, Filters), use django-drf skill together with this one.
| Skill | Focus |
|---|---|
jsonapi |
What the spec requires (MUST/MUST NOT rules) |
django-drf |
How to implement it in DRF (code patterns) |
When creating/modifying endpoints, invoke BOTH skills.
Before Implementing/Reviewing
ALWAYS validate against the latest spec before creating or modifying endpoints:
Option 1: Context7 MCP (Preferred)
If Context7 MCP is available, query the JSON:API spec directly:
mcp_context7_resolve-library-id(query="jsonapi specification")
mcp_context7_query-docs(libraryId="<resolved-id>", query="[specific topic: relationships, errors, etc.]")
Option 2: WebFetch (Fallback)
If Context7 is not available, fetch from the official spec:
WebFetch(url="https://jsonapi.org/format/", prompt="Extract rules for [specific topic]")
This ensures compliance with the latest JSON:API version, even after spec updates.
Critical Rules (NEVER Break)
Document Structure
- NEVER include both
dataanderrorsin the same response - ALWAYS include at least one of:
data,errors,meta - ALWAYS use
typeandid(string) in resource objects - NEVER include
idwhen creating resources (server generates it)
Content-Type
- ALWAYS use
Content-Type: application/vnd.api+json - ALWAYS use
Accept: application/vnd.api+json - NEVER add parameters to media type without
ext/profile
Resource Objects
- ALWAYS use string for
id(even if UUID) - ALWAYS use lowercase kebab-case for
type - NEVER put
idortypeinsideattributes - NEVER include foreign keys in
attributes- userelationships
Relationships
- ALWAYS include at least one of:
links,data, ormeta - ALWAYS use resource linkage format:
{"type": "...", "id": "..."} - NEVER use raw IDs in relationships - always use linkage objects
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 · 272 lines · 34 tokens per session scan A 5d29e35cbb58
jsonapi is a skill published in the GitHub repository prowler-cloud/prowler (15,046 stars, last pushed yesterday), licensed Apache-2.0. It adds 34 tokens to every session and 2,061 once invoked, about $0.0001 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 2026-08-30.
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