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/cortex-router

Auto-routing skill loaded by the prompt filter hook. Routes Snowflake-related operations to Cortex Code CLI. Not for direct invocation — use $cortex-run instead.

From plugin
snowflake-ai-kit
383 skills
Install
$ npx -y skills add Snowflake-Labs/snowflake-ai-kit --skill cortex-router --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/cortex-router

Context preview

The summary Claude sees to decide when to auto-load this skill.

Auto-routing skill loaded by the prompt filter hook. Routes Snowflake-related operations to Cortex Code CLI. Not for direct invocation — use $cortex-run instead.

SKILL.md

cortex-router.SKILL.md
name: cortex-router
description: "Auto-routing skill loaded by the prompt filter hook. Routes Snowflake-related operations to Cortex Code CLI. Not for direct invocation — use $cortex-run instead."
license: Proprietary. See LICENSE-SKILLS.md for complete terms
user-invocable: false
metadata:
  author: Snowflake Integration Team
  version: 3.3.1
  compatibility: Requires Cortex Code CLI installed and configured

Cortex Code Router

Route Snowflake operations to Cortex Code CLI, which has specialized bundled skills (data-quality, semantic-view, cost-intelligence, ML, governance, etc.).

**CRITICAL: Follow steps 1 → 2 → 3 in order. Do NOT skip to Step 3.**

Step 1: Verify CLI

which cortex 2>/dev/null && cortex --version

If `cortex` is NOT found: 1. Tell the user: "Cortex Code CLI is not installed. Setting it up now." 2. Load the `snowflake-cortex-code:cortex-setup` skill using the Skill tool. 3. **STOP** — do not continue until the CLI is installed.

Step 2: Confirm Routing

Run the routing script to check if this prompt should go to Cortex or stay in Claude Code:

python "${CLAUDE_PLUGIN_ROOT}/scripts/router/route_request.py" --prompt "USER_PROMPT_HERE"

Replace `USER_PROMPT_HERE` with the actual user prompt (shell-escaped).

**Read the output carefully:**

  • If output says **"route: cortex"** → proceed to Step 3
  • If output says **"route: claude"** → **STOP**. Handle the request yourself using Claude Code tools (sql_execute, Read, Write, etc.). Do NOT run execute_cortex.py.

Step 3: Execute via Cortex Code

Only reach this step if Step 2 confirmed routing to Cortex.

Choose a security envelope based on the operation:

  • **RO**: Read-only queries (SELECT, SHOW, DESCRIBE) — won't run DDL or DML
  • **RW**: Data modifications, DDL (CREATE, ALTER, DROP) — default for most operations
  • **RESEARCH**: Read + web access, no writes
  • **DEPLOY**: Full access (use sparingly)

Default to **RW** unless the request is clearly read-only.

python "${CLAUDE_PLUGIN_ROOT}/scripts/router/execute_cortex.py" \
  --prompt "USER_PROMPT_HERE" \
  --envelope "RW"

Add `--connection CONNECTION_NAME` if a specific Snowflake connection is needed.

Multi-turn: `--resume-last` vs fresh

Every cortex invocation returns a `session_id` that the router persists. Follow-up turns can resume that session so Cortex sees the prior conversation -- real multi-turn, not one-shot batches per prompt.

  • **Add `--resume-last`** when the current prompt is a continuation of the

previous Cortex turn: "keep going", "apply the top suggestion", "dig deeper", "also show me ...", "and for last quarter", "fix that", or any clarification of an answer Cortex just gave.

  • **Omit `--resume-last`** (start fresh) when the user switches topics, asks

about a different database/warehouse, or begins a clearly new task.

  • `--resume <session_id>` is also accepted if you have an explicit id.
# Follow-up on the previous Cortex turn
python "${CLAUDE_PLUGIN_ROOT}/scripts/router/execute_cortex.py" \
  --prompt "drill into the top customer" --envelope "RO" \
  --resume-last

**Timeout**: This command may take 30-90 seconds. If it takes longer than 2 minutes, it likely hung — kill the process and tell the user to try `$cortex-run` for direct invocation.

Step 4: Return Results

Format Cortex's output for the user:

  • Show SQL results in readable tables
  • Display any generated artifacts or analysis
  • Report success/failure clearly

Notes

  • Cortex has bundled skills for: data-quality, semantic-view, cost-intelligence, ML, governance, security, lineage, dynamic-tables, and more
  • For simple SQL queries that don't need Cortex skills, Step 2 should route to Claude Code
  • If `route_request.py` is missing or fails, fall back to Claude Code tools
  • Multi-turn context is preserved across invocations via `--resume-last` (see Step 3)
Read more
Ships withsnowflake-ai-kit

Connect your AI coding agent to Snowflake. Plugins for Claude Code and OpenAI Codex that automatically detect Snowflake prompts and route them to Cortex Code — where 55+ built-in skills handle SQL, data governance, dynamic tables, ML, and more.

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Repo: Snowflake-Labs/snowflake-ai-kit

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