ensemble

ensemble is a cursor rule for Cursor from jaycewalzer1/SilverKey-Inc.. It costs 0 tokens per session (56 once invoked), scanned A, original, MIT.

Rules for ensemble or blending methods, which combine outputs from multiple models or methods.

In plain words
What is it for?
It is for code that combines several predictions, rankings, or other outputs.
Why use it?
They provide common guidance for combining results, but the description does not state which methods or decisions are covered.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit It is for code that combines several predictions, rankings, or other outputs.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/jaycewalzer1/silverkey-inc./ensemble
Install

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.

Clone the repo
git clone --depth 1 https://github.com/jaycewalzer1/SilverKey-Inc.

Made for: Cursor.

Wrote 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.

agentmods badge for ensemble

README.md
[![agentmods](https://agentmods.dev/badge/rules/jaycewalzer1/silverkey-inc./ensemble/github.svg)](https://agentmods.dev/rules/jaycewalzer1/silverkey-inc./ensemble)
Your own site
<a href="https://agentmods.dev/rules/jaycewalzer1/silverkey-inc./ensemble"><img src="https://agentmods.dev/badge/rules/jaycewalzer1/silverkey-inc./ensemble/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.

agentmods 80×15 button for ensemble

Your own site · 80×15
<a href="https://agentmods.dev/rules/jaycewalzer1/silverkey-inc./ensemble"><img src="https://agentmods.dev/badge/rules/jaycewalzer1/silverkey-inc./ensemble.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 56 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00056
Opus 5.5 $0.00000 $0.00022
Sonnet 5.5 $0.00000 $0.00011
Haiku 4.5 $0.00000 $0.00006

Measured 1mo ago against content hash a624de81df97, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ensemble 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.

Server/app/services/search/home_matching/postprocessing/.cursor/rules/ensemble.mdc · 9 lines

What it actually says

  • Blend scores with documented strategy; keep weights and methods configurable.
  • Add unit tests for blending math; avoid silent clipping/normalization.
Changes

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.

  1. 1mo ago First seen · 9 lines · 0 tokens per session scan A a624de81df97

Subscribe to this mod's changes

ensemble is a cursor rule published in the GitHub repository jaycewalzer1/SilverKey-Inc. (2 stars, last pushed 3d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 56 tokens. 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 2026-09-08.