lore copilot-instructions.md

lore copilot-instructions.md is an instructions file for GitHub Copilot from prantikmedhi/lore. It costs 206 tokens per session, scanned A, original, MIT.

Project instructions for Lore, a NotebookLM automation toolkit for research outputs such as cited answers, reports, podcasts, videos, slides, quizzes, and code explanations. They specify language, output, security, MCP, scripting, testing, and documentation practices.

In plain words
What is it for?
Use them when changing Lore's scripts, research pipelines, MCP tools, tests, documentation, or automation outputs.
Why use it?
They give a coding agent clear project conventions and help keep automated outputs structured, source-based, compatible, and free of private files or secrets.

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/prantikmedhi/lore/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/prantikmedhi/lore

Made for: GitHub Copilot.

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 lore copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/prantikmedhi/lore/copilot-instructions.svg)](https://agentmods.dev/instructions/prantikmedhi/lore/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/prantikmedhi/lore/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/prantikmedhi/lore/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 206 This file is loaded in full into every session.
When invoked 206 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
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 $0.00206 $0.00206
Opus 5 $0.00103 $0.00103
Sonnet 5 $0.00041 $0.00041
Haiku 4.5 $0.00021 $0.00021

Measured 4d ago against content hash 075628890c8e, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

lore copilot-instructions.md 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 4d 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.

.github/copilot-instructions.md · 23 lines

What it actually says

Copilot Instructions

Use lang: en only.

Lore is a NotebookLM automation toolkit for structured research, cited answers, reports, podcasts, videos, slide decks, flashcards, quizzes, mind maps, architecture summaries, code explanations, and autonomous research workflows.

Coding Rules

  • Keep CLI output JSON-friendly when output is meant for automation.
  • Keep Markdown outputs professional and source-grounded.
  • Preserve MCP compatibility.
  • Do not add personal credit blocks.
  • Do not introduce non-en docs or examples.
  • Avoid committing secrets, cookies, private source files, or generated confidential artifacts.

Preferred Patterns

  • Add small focused scripts under scripts/.
  • Add workflow planning commands to scripts/pipeline.py.
  • Add MCP helper tools under mcp_server/tools.py and expose them in mcp_server/server.py.
  • Add tests for parser or output behavior under tests/.
  • Update README.md, docs/SETUP.md, and references/api_surface.md when commands change.
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. 4d ago First seen · 23 lines · 206 tokens per session scan A 075628890c8e

Subscribe to this mod's changes

lore copilot-instructions.md is an instructions file published in the GitHub repository prantikmedhi/lore (2 stars, last pushed 1mo ago), licensed MIT. It adds 206 tokens to every session, about $0.0010 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.