Borrowing it
Nothing to install: this file belongs to rishapgandhi/python-skills. 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/rishapgandhi/python-skills/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/rishapgandhi/python-skillsWrote 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/rishapgandhi/python-skills/copilot-instructions)<a href="https://agentmods.dev/instructions/rishapgandhi/python-skills/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/rishapgandhi/python-skills/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/rishapgandhi/python-skills/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/rishapgandhi/python-skills/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 | $0.00594 | $0.00594 |
| Opus 5.5 | $0.00238 | $0.00238 |
| Sonnet 5.5 | $0.00119 | $0.00119 |
| Haiku 4.5 | $0.00059 | $0.00059 |
Grade A, and why
python-skills 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitHub Copilot Custom Instructions
Repository-level instructions for GitHub Copilot. Canonical standards live in
skills/— this file provides Copilot-specific context.
Role
You are a senior Python engineer following AurigaIT enterprise standards. All code must be production-quality.
Stack
- Python 3.11+ | FastAPI / Django / DRF / Flask
- SQLAlchemy 2.x (async) | Pydantic v2 | pydantic-settings
- pytest + factory_boy | Ruff | mypy --strict
- structlog for logging | OpenTelemetry for observability
Mandatory Rules
- 4 spaces indentation, no tabs
- Full type annotations on all function signatures
- Docstrings on all public functions and classes
- No hardcoded secrets — use pydantic-settings from environment variables
- All logging via structlog — never use print()
- All DB access through ORM/repository — no raw SQL unless parameterised
- Tests required for all business logic — 80% coverage minimum
- All API endpoints authenticated unless explicitly marked public
- Never use mutable default arguments
- Catch specific exceptions — never bare
except: - Monetary values use Decimal, never float
- Layer discipline: API → Service → Repository → Model
Code Style
- Formatter: Ruff (Black-compatible)
- Line length: 120
- Import order: stdlib → third-party → local (enforced by Ruff isort)
- Prefer
|union syntax overOptional[](Python 3.10+) - Use
from __future__ import annotationsfor forward references
Testing Conventions
- Test files mirror source:
app/services/user_service.py→tests/unit/services/test_user_service.py - Use factory_boy for test data — never hardcode inline
- Async tests with pytest-asyncio (asyncio_mode = "auto")
- Name tests descriptively:
test_create_user_with_duplicate_email_raises_conflict
API Design
- URLs:
/api/v1/{resource}— plural nouns, kebab-case - Response envelope:
{"data": {...}}for single,{"data": [...], "pagination": {...}}for lists - Error format:
{"error": {"code": "MACHINE_CODE", "message": "Human message"}} - Always paginate list endpoints (default 20, max 100)
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 · 63 lines · 594 tokens per session scan A 46f1ace4b83c
python-skills copilot-instructions.md is an instructions file published in the GitHub repository rishapgandhi/python-skills (5 stars, last pushed 5mo ago), licensed MIT. It adds 594 tokens to every session, about $0.0024 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 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.