Borrowing it
Nothing to install: this file belongs to marcusrbrown/systematic. 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/marcusrbrown/systematic/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/marcusrbrown/systematicWrote 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/marcusrbrown/systematic/copilot-instructions)<a href="https://agentmods.dev/instructions/marcusrbrown/systematic/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/marcusrbrown/systematic/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/marcusrbrown/systematic/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/marcusrbrown/systematic/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 | $0.01145 | $0.01145 |
| Opus 5.5 | $0.00458 | $0.00458 |
| Sonnet 5.5 | $0.00229 | $0.00229 |
| Haiku 4.5 | $0.00114 | $0.00114 |
Grade A, and why
systematic 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 8d 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 — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Copilot Instructions for Systematic
Read AGENTS.md at the repository root before writing any code. It is the canonical source for project structure, conventions, and command reference.
Stack
- Runtime: Bun (not Node.js, not Deno)
- Language: TypeScript 5.7+ with
strict: true - Modules: ESM only (
"type": "module"in package.json) - Linter: Biome — not ESLint, not Prettier
- Tests:
bun:testwithdescribe/it— not Jest, not Vitest - Package manager: Bun — not npm, not pnpm, not yarn
Verification Commands
Run these before marking work complete:
bun run build # Build to dist/
bun run typecheck # TypeScript strict mode
bun run lint # Biome linter
bun test # Unit and integration tests
All four must pass. Do not skip any.
Do / Don't
Imports
// ✅ Do: node: protocol for builtins
import { readFile } from 'node:fs/promises'
import { join } from 'node:path'
// ✅ Do: .js extension on relative imports (ESM requirement)
import { parseFrontmatter } from './frontmatter.js'
// ✅ Do: import type for type-only imports
import type { SkillConfig } from './types.js'
// ❌ Don't: bare builtin imports
import { readFile } from 'fs/promises'
// ❌ Don't: missing .js extension
import { parseFrontmatter } from './frontmatter'
Type Safety
// ✅ Do: unknown + type guards
function processInput(value: unknown): string {
if (typeof value !== 'string') {
throw new TypeError(`Expected string, got ${typeof value}`)
}
return value
}
// ✅ Do: explicit return types on exports
export function findSkills(dir: string): Promise<SkillDefinition[]> { ... }
// ✅ Do: let Zod schema builders infer their return type
export function createConfigSchema(opts: Options) {
return z.object({ ... })
}
// ❌ Don't: annotate a schema builder's return type — it erases the parsed shape
export function createConfigSchema(opts: Options): z.ZodObject<z.core.$ZodLooseShape> { ... }
// ❌ Don't: any, @ts-ignore, @ts-expect-error, non-null assertions (!)
function processInput(value: any) { ... }
// @ts-ignore
someCall()!
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.
- 8d ago Changed · +51 tokens per session 0eb679a58cb3
- 16d ago Changed · +1 lines · +26 tokens per session fc1fde426999
- 17d ago Changed · -2 lines · -34 tokens per session a363518cbc27
- 1mo ago Changed · +8 lines · +75 tokens per session e971689d0e28
- 2mo ago First seen · 142 lines · 1,027 tokens per session scan A dbfe83eeddf5
systematic copilot-instructions.md is an instructions file published in the GitHub repository marcusrbrown/systematic (28 stars, last pushed today), licensed MIT. It adds 1,145 tokens to every session, about $0.0046 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.
systematic copilot-instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| systematic copilot-instructions.mdmarcusrbrown/systematic | Instructions file | 28 | today | MIT | A | 1,145 | 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 |