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 Kong/ai-marketplace --skill konnect-reference-platformgit clone --depth 1 https://github.com/Kong/ai-marketplaceWrote 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/kong/ai-marketplace/konnect-reference-platform)<a href="https://agentmods.dev/skills/kong/ai-marketplace/konnect-reference-platform"><img src="https://agentmods.dev/badge/skills/kong/ai-marketplace/konnect-reference-platform/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/kong/ai-marketplace/konnect-reference-platform"><img src="https://agentmods.dev/badge/skills/kong/ai-marketplace/konnect-reference-platform.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 | $0.00031 | $0.01927 |
| Opus 5.5 | $0.00012 | $0.00771 |
| Sonnet 5.5 | $0.00006 | $0.00385 |
| Haiku 4.5 | $0.00003 | $0.00193 |
Grade A, and why
konnect-reference-platform 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 9d 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 — 208 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Konnect reference platform
Goal
Design, implement, or review a maintained Konnect reference architecture and a working example that teams can read, copy, and adapt.
Keep the platform declarative and federated. Do not invent a registry, wrapper CLI, or second configuration format over supported Kong tooling.
Tool Selection
- Treat the repository manifests as intended state. Use live Konnect state to inspect or prove deployment, not as a replacement source of truth.
- Use
kongctl-declarativefor Konnect platform resources such as teams, access, control planes, Catalog APIs, versions, specs, implementations, publications, Portals, and application auth strategies. - Use
deck-gatewayfor Gateway Services, Routes, and plugins. Prefer OpenAPI-driven generation when a service contract is the starting point. - Preserve an existing Terraform architecture if the target repository already owns these resources in Terraform. This skill describes the ownership model; it does not require a tool migration.
- Use the shared
kong-konnectMCP server when current live state matters. If it is unavailable, continue from checked-in manifests and clearly separate intended architecture from live proof.
References To Load
- Load
references/ownership-and-promotion.mdwhen defining repository boundaries, CI identities, development ownership, or production promotion.
For the maintained public implementation, consult the official Reference Platform documentation and the KongAirlines repositories. Prefer their current checked-in manifests over historical prose or examples that use unsupported tools.
Workflow
1. Establish the sources of truth
Find the checked-in kongctl manifests, decK files, OpenAPI contracts, and CI
workflows before proposing structure.
Require these properties unless the user deliberately chooses another model:
- no custom registry or generated orchestration format
- one default branch with distinct development and production resources
- a root beta OpenAPI contract that advances for every contract change, plus immutable, stable versioned files
- an explicit current-production version in the production Catalog manifest
- generated decK files committed so reviewers can inspect exact Gateway state
- append-only Catalog API versions, created with a separate
kongctl applymanifest and omitted from manifests reconciled withkongctl sync
What ships with it
1 file 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.
- 9d ago Changed · +4 lines fee6ef8eabca
- 18d ago Changed · +19 lines 70fe97594a81
- 28d ago First seen · 185 lines · 31 tokens per session scan A 9f1f4c7f9d0a
konnect-reference-platform is a skill published in the GitHub repository Kong/ai-marketplace (6 stars, last pushed 10d ago), licensed MIT. It adds 31 tokens to every session and 1,927 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 2026-10-10.
konnect-reference-platform compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| konnect-reference-platformKong/ai-marketplace | Skill | 6 | 10d ago | MIT | A | 31 | Claude Code |
| sandbox-stablecloudflare/skills | Skill | 3.3k | yesterday | Apache-2.0 | A | 39 | Claude Code |
| azure-eventhub-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 94 | Claude Code |
| azure-mgmt-apimanagement-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 97 | Claude Code |
| azure-mgmt-botservice-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 78 | Claude Code |
| azure-servicebus-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 86 | Claude Code |
| sandbox-nextcloudflare/skills | Skill | 3.3k | yesterday | Apache-2.0 | A | 39 | Claude Code |