flowspec: Instructions file for GitHub Copilot

.github/copilot-instructions.md

flowspec copilot-instructions.md is an instructions file for GitHub Copilot from jpoley/flowspec. It costs 505 tokens per session, scanned A, original, Apache-2.0.

A set of instructions for an AI coding assistant working on the flowspec-cli project, including coding, testing, Git, and pull-request rules. Git is the system used to track code changes, while a pull request is a proposed change submitted for review.

In plain words
What is it for?
Use it to guide changes to this Python command-line project, including formatting, linting, type hints, tests, commits, and branch handling.
Why use it?
It gives the assistant consistent project rules, such as required checks, commit sign-off, and restrictions on changing protected files. This reduces accidental violations of the project's workflow.

Instructions file for GitHub Copilot

Written for GitHub Copilot: a Copilot instructions file.

This is jpoley/flowspec's own configuration. It tells GitHub Copilot how to work on flowspec 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 flowspec configures →

Reuse

Borrowing it

Nothing to install: this file belongs to jpoley/flowspec. 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/jpoley/flowspec/main/.github/copilot-instructions.md
Clone the repo
git clone --depth 1 https://github.com/jpoley/flowspec

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 flowspec copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/jpoley/flowspec/copilot-instructions/github.svg)](https://agentmods.dev/instructions/jpoley/flowspec/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/jpoley/flowspec/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/jpoley/flowspec/copilot-instructions/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 flowspec copilot-instructions.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/jpoley/flowspec/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/jpoley/flowspec/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 505 This file is loaded in full into every session.
When invoked 505 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 $0.00505 $0.00505
Opus 5.5 $0.00202 $0.00202
Sonnet 5.5 $0.00101 $0.00101
Haiku 4.5 $0.00051 $0.00051

Measured yesterday against content hash b1a53b4ec7ba, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

flowspec 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 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.

.github/copilot-instructions.md · 36 lines

What it actually says

GitHub Copilot Instructions — flowspec-cli

Project

flowspec-cli: CLI toolkit for Spec-Driven Development (flowspec init, upgrade-repo, doctor). Python 3.11+, Typer + Rich, uv, pytest, ruff.

Hard Rules (no exceptions)

  • Never commit directly to main. All changes through PRs.
  • Never delete test files or test methods without explicit human instruction.
  • Never edit backlog/tasks/*.md files directly — use backlog task edit CLI.
  • All commits require DCO sign-off: git commit -s -m "...".
  • Run uv run ruff format --check . + uv run ruff check . + uv run pytest tests/ -x -q before any PR.
  • Never force-push. Never reset --hard without operator approval.

Code Style

  • Ruff: formatter + linter, line length 88.
  • Type hints required on public API functions.
  • pathlib.Path for all file paths, never os.path.
  • Prefer module-level imports; inline imports inside functions are acceptable to avoid circular imports or defer heavy loads in Typer command handlers.
  • encoding="utf-8" on all file reads/writes.
  • No Python builtin shadowing (type, list, dict, input, filter, map, hash).

Test Style

  • pytest, tests/test_<module>.py, Arrange→Act→Assert.
  • tmp_path fixture for file isolation. monkeypatch for subprocess/env.
  • Return type -> None on all test methods.
  • Meaningful assert messages: assert x, f"Expected y, got {x}".

Adding a Command

New commands go in src/flowspec_cli/<name>/ — never add more to the 10K-line __init__.py. Register with @app.command("name") wrapper at the bottom of __init__.py. Reuse: check_backlog_installed_version(), check_beads_installed_version(), get_github_latest_release(), console, show_banner().

Current Focus

Check the active backlog task: backlog task list -s "In Progress" --plain Plans live in .claude/plans/. Follow the DoD in .claude/workflow.md.

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 · 36 lines · 505 tokens per session scan A b1a53b4ec7ba

Subscribe to this mod's changes

flowspec copilot-instructions.md is an instructions file published in the GitHub repository jpoley/flowspec (50 stars, last pushed yesterday), licensed Apache-2.0. It adds 505 tokens to every session, about $0.0020 per session on Opus 5.5. 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 2026-10-09.

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