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 agentmods add rules/sfc-gh-cconner/support-rules-mcp/ingest-javagit clone --depth 1 https://github.com/sfc-gh-cconner/support-rules-mcpWhat 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 | $0.00671 | $0.00671 |
| Opus 5 | $0.00336 | $0.00336 |
| Sonnet 5 | $0.00134 | $0.00134 |
| Haiku 4.5 | $0.00067 | $0.00067 |
Grade A, and why
ingest-java 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 yesterday.
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 — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Snowflake Ingest Java SDK Investigation Guide
PURPOSE: Snowflake Ingest SDK for Java patterns for high-throughput data ingestion.
Access Method: GitHub MCP API tools
Repository: snowflakedb/snowflake-ingest-java
🔍 Quick Investigation Patterns
Streaming Ingest
# Streaming client
mcp_github_search_code(
query='SnowflakeStreamingIngestClient repo:snowflakedb/snowflake-ingest-java'
)
# Channel management
mcp_github_search_code(
query='SnowflakeStreamingIngestChannel OR openChannel repo:snowflakedb/snowflake-ingest-java'
)
# Row insertion
mcp_github_search_code(
query='insertRow OR insertRows repo:snowflakedb/snowflake-ingest-java'
)
Snowpipe SDK
# Snowpipe client
mcp_github_search_code(
query='SimpleIngestManager OR ingestFile repo:snowflakedb/snowflake-ingest-java'
)
# File ingestion
mcp_github_search_code(
query='loadHistoryScan OR getHistory repo:snowflakedb/snowflake-ingest-java'
)
# REST API calls
mcp_github_search_code(
query='insertReport OR loadReport repo:snowflakedb/snowflake-ingest-java'
)
Authentication
# Key pair auth
mcp_github_search_code(
query='KeyPairAuth OR PrivateKey repo:snowflakedb/snowflake-ingest-java'
)
# OAuth
mcp_github_search_code(
query='OAuth OR bearerToken repo:snowflakedb/snowflake-ingest-java'
)
🎯 Key Components
Core Classes
# Streaming client
mcp_github_get_file_contents(
owner="snowflakedb", repo="snowflake-ingest-java",
path="src/main/java/net/snowflake/ingest/streaming/SnowflakeStreamingIngestClient.java"
)
# Snowpipe manager
mcp_github_get_file_contents(
owner="snowflakedb", repo="snowflake-ingest-java",
path="src/main/java/net/snowflake/ingest/SimpleIngestManager.java"
)
🗺️ Directory Structure
src/main/java/net/snowflake/ingest/
├── streaming/ # Streaming ingest
│ ├── SnowflakeStreamingIngestClient.java
│ └── SnowflakeStreamingIngestChannel.java
├── SimpleIngestManager.java # Snowpipe
├── connection/ # Connection management
└── utils/ # Utilities
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.
- yesterday First seen · 102 lines · 671 tokens per session scan A bf7edb72a921
ingest-java is a cursor rule published in the GitHub repository sfc-gh-cconner/support-rules-mcp (0 stars, last pushed 10mo ago), licensed Apache-2.0. It adds 671 tokens to every session, about $0.0034 per session on Opus 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 2026-08-31.
Other cursor rules, from other repositories
angular-20
This rule provides comprehensive best practices and coding standards for Angular development, focusing on modern TypeScript, standalone components, signals, and performance optimizations.
dev-standard
Apache Superset development standards and guidelines for Cursor IDE.
typescript
Changes to these high-fan-out internals can affect every message, delta, element, or rerun. Keep work in them minimal, and benchmark changes with representative stress-test apps.
coolify-ai-docs
Master reference to all Coolify AI documentation in .ai/ directory.
python_lib
Tips and guidelines specific to the development of the Streamlit Python library, not applicable to scripts and e2e tests.
specs
This directory contains product and tech specs for Streamlit features.