Borrowing it
Nothing to install: this file belongs to comma-csv/comma. 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/comma-csv/comma/master/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/comma-csv/commaWrote 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/comma-csv/comma/copilot-instructions)<a href="https://agentmods.dev/instructions/comma-csv/comma/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/comma-csv/comma/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/comma-csv/comma/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/comma-csv/comma/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 | $0.00797 | $0.00797 |
| Opus 5.5 | $0.00319 | $0.00319 |
| Sonnet 5.5 | $0.00159 | $0.00159 |
| Haiku 4.5 | $0.00080 | $0.00080 |
Grade A, and why
comma 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot instructions for comma
Build, test, and lint commands
This repository is a Ruby gem. Ruby 3.0+ is required, and the CI matrix exercises Ruby 3.0-3.4 against Rails/ActiveRecord appraisals from 6.0 through 7.1.
# install dependencies for the base Gemfile
bundle install
# install all appraisal Gemfiles used by CI
bundle exec appraisal install
# build the gem
bundle exec rake build
# lint
bundle exec rubocop -P
# or
bundle exec rake rubocop
# base test suite (runs non-Rails specs when framework gems are absent)
bundle exec rspec spec
# or
bundle exec rake spec
# run one example from the base suite
bundle exec rspec spec/comma/comma_spec.rb:205
# run the full multi-gemfile matrix locally
bundle exec appraisal rake spec
# run a single spec file under a specific appraisal
bundle exec appraisal active7.1.3 bundle exec rspec spec/comma/rails/active_record_spec.rb
# CI equivalent for a single matrix entry
BUNDLE_GEMFILE=gemfiles/rails7.1.3.gemfile bundle exec rspec spec/controllers/users_controller_spec.rb
High-level architecture
lib/comma/object.rbadds the core DSL globally viaObject.comma. Each class stores named format blocks incomma_formats, and subclasses inherit a shallow copy of those formats.lib/comma/extractor.rbis the shared execution engine. Itinstance_evals a stored format block and collects stringified results. The two concrete extractors split responsibilities:lib/comma/data_extractor.rbresolves values from the instance or an associated object and applies optional block-based transformations.lib/comma/header_extractor.rbderives headers from the same DSL and can map association columns to the associated model class for humanized labels.
lib/comma/generator.rbis the only place that turns object rows into CSV output.Array,ActiveRecord::Relation,Mongoid::Criteria, andDataMapper::Collectioneach delegate to it from their own extension files.lib/comma.rbwires framework integrations lazily withActiveSupport.on_load. That file is also where the Railsrender csv:renderer is registered, so controller behavior is part of the gem's load path rather than test-only glue.- Integration specs use the miniature app under
spec/rails_app/plus inline model definitions inside spec files. The base suite still runs without Rails, Mongoid, DataMapper, or ActiveRecord because integration examples are wrapped inif defined?(...)guards in the specs.
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.
- 1mo ago First seen · 57 lines · 797 tokens per session scan A 3dce1d124243
comma copilot-instructions.md is an instructions file published in the GitHub repository comma-csv/comma (521 stars, last pushed 1mo ago), licensed MIT. It adds 797 tokens to every session, about $0.0032 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 2026-09-01.
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