Borrowing it
Nothing to install: this file belongs to gavinmcfall/home-ops. 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/gavinmcfall/home-ops/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/gavinmcfall/home-opsWrote 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/gavinmcfall/home-ops/copilot-instructions)<a href="https://agentmods.dev/instructions/gavinmcfall/home-ops/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/gavinmcfall/home-ops/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/gavinmcfall/home-ops/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/gavinmcfall/home-ops/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 | $0.01387 | $0.01387 |
| Opus 5.5 | $0.00555 | $0.00555 |
| Sonnet 5.5 | $0.00277 | $0.00277 |
| Haiku 4.5 | $0.00139 | $0.00139 |
Grade A, and why
home-ops 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 — 166 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitHub Copilot Instructions
Documentation Location
All comprehensive repository context is centralized in docs/ai-context/:
- docs/ai-context/README.md - Navigation and overview
- docs/ai-context/ARCHITECTURE.md - GitOps architecture and key decisions
- docs/ai-context/DOMAIN.md - Business rules and domain model
- docs/ai-context/WORKFLOWS.md - Operational workflows
- docs/ai-context/TOOLS.md - Discovery and validation commands
- docs/ai-context/CONVENTIONS.md - Coding standards
Please reference these files for complete context about the repository structure, workflows, and conventions.
Quick Reference
Core Pattern
This homelab uses GitOps + templated manifests:
- Taskfile and Makejinja render templates from
bootstrap/ - Flux applies manifests from
kubernetes/apps/<namespace>/<app>/ - Talos manages immutable node configuration
Essential Workflows
Deploying New Apps
- Create directory:
kubernetes/apps/<namespace>/<app>/ - Add files:
kustomization.yaml,app/helmrelease.yaml, optionalexternalsecret.yaml - Configure placeholders:
${SECRET_DOMAIN},${DB_URI}, etc. - Render:
task configure - Validate:
task kubernetes:kubeconform - Check diff:
flux diff kustomization <namespace> - Create PR, merge, monitor:
flux get helmrelease <name>
Updating Configuration
- Edit templates in
bootstrap/or app manifests - Render:
task configure - Validate:
task kubernetes:kubeconform - Review git diff
- Create PR with
flux diffevidence
Key Rules
Do:
- ✅ Always run
task configureafter editing templates - ✅ Use placeholders for secrets (
${SECRET_DOMAIN},${DB_URI}) - ✅ Define storage explicitly in HelmRelease
persistencesections - ✅ Pin container images:
<tag>@<digest>(usecrane digest) - ✅ Follow conventional commits:
chore(app): description - ✅ Run
task kubernetes:kubeconformbefore PRs - ✅ Include
flux diffoutput in PR descriptions
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 · 166 lines · 1,387 tokens per session scan A 47e2740bc95e
home-ops copilot-instructions.md is an instructions file published in the GitHub repository gavinmcfall/home-ops (37 stars, last pushed today), licensed MIT. It adds 1,387 tokens to every session, about $0.0055 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.
home-ops copilot-instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| home-ops copilot-instructions.mdgavinmcfall/home-ops | Instructions file | 37 | today | MIT | A | 1,387 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
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| 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 |