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.
curl -O https://raw.githubusercontent.com/jpoley/flowspec/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/jpoley/flowspecWrote 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.
[](https://agentmods.dev/instructions/jpoley/flowspec/copilot-instructions)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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/*.mdfiles directly — usebacklog task editCLI. - 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 -qbefore any PR. - Never force-push. Never
reset --hardwithout operator approval.
Code Style
- Ruff: formatter + linter, line length 88.
- Type hints required on public API functions.
pathlib.Pathfor all file paths, neveros.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_pathfixture for file isolation.monkeypatchfor subprocess/env.- Return type
-> Noneon 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.
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.
- yesterday First seen · 36 lines · 505 tokens per session scan A b1a53b4ec7ba
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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