ContextEngine copilot-instructions.md

Project instructions for FASTPROD’s ContextEngine, including its architecture, activation and licensing system, and rules for using multiple agents. Copilot instructions are project-specific guidance for an AI coding assistant.

In plain words
What is it for?
Use them when working on the FASTPROD/ContextEngine repository, especially before splitting work among multiple agents.
Why use it?
They tell the agent what project context to read first and how to account for the project’s architecture, licensing, and multi-agent costs.

Instructions file for GitHub Copilot

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.

agentmods
npx agentmods add instructions/fastprod/contextengine/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/FASTPROD/ContextEngine

Made for: GitHub Copilot.

Per session 14,881 This file is loaded in full into every session.
When invoked 14,881 The same file — it is already loaded in full.
Security scan A 1 finding. Scan, not verified.
Origin unknown 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 $0.14881 $0.14881
Opus 5 $0.07440 $0.07440
Sonnet 5 $0.02976 $0.02976
Haiku 4.5 $0.01488 $0.01488

Measured yesterday against content hash a7dcb8e8dc40, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

ContextEngine copilot-instructions.md scanned grade A with 1 finding 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- Health: `curl https://api.compr.ch/contextengine/health` -> `{"status":"healthy","deltaModules":3,"activeLicenses":1,"stripeEnabled":true}`
.github/copilot-instructions.md · 552 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. yesterday First seen · 552 lines · 14,881 tokens per session scan A a7dcb8e8dc40

Subscribe to this mod's changes

ContextEngine copilot-instructions.md is an instructions file published in the GitHub repository FASTPROD/ContextEngine (3 stars, last pushed 2d ago), with no licence file. It adds 14,881 tokens to every session, about $0.0744 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.