Borrowing it
Nothing to install: this file belongs to entropy-data/dataproduct-builder-dbt. 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/entropy-data/dataproduct-builder-dbt/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/entropy-data/dataproduct-builder-dbtWrote 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/entropy-data/dataproduct-builder-dbt/copilot-instructions)<a href="https://agentmods.dev/instructions/entropy-data/dataproduct-builder-dbt/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/entropy-data/dataproduct-builder-dbt/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/entropy-data/dataproduct-builder-dbt/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/entropy-data/dataproduct-builder-dbt/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 | $0.01005 | $0.01005 |
| Opus 5.5 | $0.00402 | $0.00402 |
| Sonnet 5.5 | $0.00201 | $0.00201 |
| Haiku 4.5 | $0.00101 | $0.00101 |
Grade A, and why
dataproduct-builder-dbt 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 2mo 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 — 41 lines — stays where its author put it; the contents beside it link to each section on GitHub.
dataproduct-builder-dbt — Copilot CLI instructions
This file is the plugin's authoritative routing manifest, not a template. It ships at the plugin's repo root and is loaded automatically when you install the plugin with
/plugin install github.com/entropy-data/dataproduct-builder-dbt. Don't copy it into your project — when the plugin updates, this file updates with it.
This repository is a coding-agent plugin that helps build dbt data products and integrate them with Entropy Data. It exposes its capabilities as skills — markdown files under skills/<name>/SKILL.md that you read top-to-bottom and execute step by step.
When a user request matches a skill's trigger, read the corresponding SKILL.md start to finish before acting. Each skill contains audit steps, parameter-gathering, and explicit user-confirmation gates that must not be skipped.
Skills
| When the user asks about… | Follow this skill |
|---|---|
| Scaffolding a brand-new dbt data product from scratch (greenfield, empty directory) | skills/dataproduct-bootstrap/SKILL.md |
| Auditing an existing dbt project against the Entropy Data layout and adding what's missing (ODPS, ODCS, OpenLineage, GitHub Actions, git connections) | skills/entropy-data-sync/SKILL.md |
| Implementing a data product from a published Entropy Data URL or id — derive dbt output-port models from the ODCS schema | skills/dataproduct-implement/SKILL.md |
Editing a data contract (datacontracts/*.odcs.yaml) and testing whether the change is breaking |
skills/datacontract-edit/SKILL.md |
Testing existing data contracts against the live warehouse (no edits — just run datacontract test) |
skills/datacontract-test/SKILL.md |
| Uploading example / sample rows for a data product to Entropy Data | skills/dataproduct-exampledata/SKILL.md |
Listing teams in Entropy Data (e.g. to pick TEAM_NAME as the data product owner) |
skills/entropy-data-teams/SKILL.md |
The trigger phrasing above is illustrative; each SKILL.md's frontmatter description is authoritative. Skills can also call other skills — e.g. dataproduct-bootstrap hands off to entropy-data-sync. Platform-touching skills verify the entropy-data CLI connection with entropy-data connection test as their Step 0 and abort if it fails; they do not prompt for credentials themselves.
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.
- 2mo ago First seen · 41 lines · 1,005 tokens per session scan A 3b3296722fa4
dataproduct-builder-dbt copilot-instructions.md is an instructions file published in the GitHub repository entropy-data/dataproduct-builder-dbt (13 stars, last pushed 5mo ago), licensed MIT. It adds 1,005 tokens to every session, about $0.0040 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 2026-08-30.
dataproduct-builder-dbt copilot-instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| dataproduct-builder-dbt copilot-instructions.mdentropy-data/dataproduct-builder-dbt | Instructions file | 13 | 5mo ago | MIT | A | 1,005 | Claude Code, GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |