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📦 deps(thirdparty): update snapshots

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2026-07-20 00:03:02 +00:00
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antigravity-awesome-skills/docs/integrations/jetski-cortex.md
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---
title: Jetski/Cortex + Gemini Integration Guide
description: "Use agentic-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1,965+ skills."
description: "Use agentic-awesome-skills with Jetski/Cortex without hitting context-window overflow with 1,969+ skills."
---
# Jetski/Cortex + Gemini: safe integration with 1,965+ skills
# Jetski/Cortex + Gemini: safe integration with 1,969+ skills
> **Custom-host integration:** This guide documents a low-level, direct-manifest lazy loader for Jetski/Cortex and similar hosts. For Codex or Claude Code, the recommended path is [AAS Core](../users/aas-core.md), which provides neutral, deterministic catalog retrieval and validates exact agent-selected IDs through a bounded, read-only MCP server.
This guide shows how to integrate the `agentic-awesome-skills` repository with an agent based on **Jetski/Cortex + Gemini** (or similar frameworks) **without exceeding the model context window**.
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- concatenate all `SKILL.md` content into a single system prompt;
- re-inject the entire library for **every** request.
With 1,965+ skills, this approach fills the context window before user messages are even added, causing truncation.
With 1,969+ skills, this approach fills the context window before user messages are even added, causing truncation.
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antigravity-awesome-skills/docs/integrations/jetski-gemini-loader/README.md
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# Jetski + Gemini Lazy Skill Loader (Example)
> **Custom-host example:** This is a low-level, direct-manifest integration for Jetski/Cortex-style hosts. Codex and Claude Code users should start with [AAS Core](../../users/aas-core.md), which exposes neutral, deterministic catalog retrieval and validates exact agent-selected IDs through a bounded, read-only MCP server.
This example shows one way to integrate **agentic-awesome-skills** with a Jetski/Cortex‑style agent using **lazy loading** based on `@skill-id` mentions, instead of concatenating every `SKILL.md` into the prompt.
> This is **not** a production‑ready library – it is a minimal reference you can adapt to your own host/agent implementation.
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- How to enforce a **maximum number of skills per turn** via `maxSkillsPerTurn`.
- How to choose whether to **truncate or error** when too many skills are requested via `overflowBehavior`.
This pattern avoids context overflow when you have 1,965+ skills installed.
This pattern avoids context overflow when you have 1,969+ skills installed.
Manifest contract references: