spytial: Instructions file for GitHub Copilot

.github/copilot-instructions.md

spytial copilot-instructions.md is an instructions file for GitHub Copilot from sidprasad/spytial. It costs 1,940 tokens per session, scanned A, original, MIT.

Project instructions for sPyTial, a Python library that turns structured data such as trees and graphs into interactive HTML spatial visualizations.

In plain words
What is it for?
Use them when installing the library for development, adding its tools, or building source and wheel packages.
Why use it?
They provide setup, dependency, and build commands so development starts with the expected environment and workflow.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is sidprasad/spytial's own configuration. It tells GitHub Copilot how to work on spytial itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything spytial configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is python test/test_group_selector.py.

Reuse

Borrowing it

Nothing to install: this file belongs to sidprasad/spytial. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/sidprasad/spytial/main/.github/copilot-instructions.md
Clone the repo
git clone --depth 1 https://github.com/sidprasad/spytial

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 spytial copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/sidprasad/spytial/copilot-instructions.svg)](https://agentmods.dev/instructions/sidprasad/spytial/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/sidprasad/spytial/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/sidprasad/spytial/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 1,940 This file is loaded in full into every session.
When invoked 1,940 The same file — it is already loaded in full.
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 $0.01940 $0.01940
Opus 5 $0.00970 $0.00970
Sonnet 5 $0.00388 $0.00388
Haiku 4.5 $0.00194 $0.00194

Measured 3d ago against content hash 7fb9647ae871, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

spytial 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 3d 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 · 241 lines

How it starts

The opening of the file, as written. The whole thing — 241 lines — stays where its author put it; the contents beside it link to each section on GitHub.

sPyTial: Spatial Python Visualization Library

sPyTial is a Python library for spatial visualization of structured data using declarative constraints. It compiles to the Spytial diagramming language to generate interactive HTML visualizations. The library enables developers to visualize Python objects (trees, graphs, nested structures) with minimal effort while providing advanced spatial annotation capabilities.

Always reference these instructions first and fallback to search or bash commands only when you encounter unexpected information that does not match the info here.

Working Effectively

Bootstrap and Install (15-20 seconds)

# Install the package in development mode
python -m pip install -e .

NEVER CANCEL: This typically takes 15-20 seconds. Set timeout to 60+ seconds.

Install Development Dependencies (30-45 seconds)

# Install testing and linting tools
python -m pip install pytest>=7.0.0 flake8>=6.0.0 black>=23.0.0

NEVER CANCEL: This typically takes 30-45 seconds. Set timeout to 90+ seconds.

Build the Package (10-15 seconds)

# Build source and wheel distributions
python -m pip install build
python -m build --no-isolation

NEVER CANCEL: Build takes 10-15 seconds. Set timeout to 60+ seconds.

Run Tests (<1 second)

# Run test suite with pytest
python -m pytest test/ -v

# Run individual test files directly
python test/test_group_selector.py
python test/test_object_annotations.py

Note: Test suite currently has 2 failing tests out of 14 total, but core functionality works correctly. Do not modify code to fix unrelated test failures.

Code Quality and Linting (immediate)

# Check code style - expect 270+ violations in current codebase
python -m flake8 spytial/ --count --statistics

# Check code formatting - expect 5 files need reformatting
python -m black spytial/ --check

# Apply code formatting
python -m black spytial/

ALWAYS run python -m black spytial/ and python -m flake8 spytial/ before committing changes or CI will fail.

Read the full file on GitHub · 241 lines

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. 3d ago First seen · 241 lines · 1,940 tokens per session scan A 7fb9647ae871

Subscribe to this mod's changes

spytial copilot-instructions.md is an instructions file published in the GitHub repository sidprasad/spytial (13 stars, last pushed 12d ago), licensed MIT. It adds 1,940 tokens to every session, about $0.0097 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 2026-09-03.

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