Borrowing it
Nothing to install: this file belongs to OrionArchitekton/proctor. 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/OrionArchitekton/proctor/master/AGENTS.mdgit clone --depth 1 https://github.com/OrionArchitekton/proctorWrote 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/orionarchitekton/proctor/agents-md)<a href="https://agentmods.dev/instructions/orionarchitekton/proctor/agents-md"><img src="https://agentmods.dev/badge/instructions/orionarchitekton/proctor/agents-md/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/orionarchitekton/proctor/agents-md"><img src="https://agentmods.dev/badge/instructions/orionarchitekton/proctor/agents-md.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 | $0.00550 | $0.00550 |
| Opus 5.5 | $0.00220 | $0.00220 |
| Sonnet 5.5 | $0.00110 | $0.00110 |
| Haiku 4.5 | $0.00055 | $0.00055 |
Grade A, and why
proctor AGENTS.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 — 50 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — proctor
Repo Role
Proctor is a QA agent that regression-tests non-deterministic AI automations using behavioral contracts and drift classification. It is a public submission for UiPath AgentHack 2026 (Track 3: UiPath Test Cloud), MIT-licensed, built as a TypeScript/pnpm monorepo (Next.js dashboard, Vercel Workflow durability, vitest tests).
Layout
packages/engine/— contract learner, runner/assertion engine, drift classifierpackages/shared/— shared types and schemaspackages/sut-invoice/— the system-under-test: a deliberately non-deterministic invoice-extraction agentpackages/uipath/—UiPathGatewayadapters (LocalGatewaydefault;TestCloudGatewayREST stubs)workflows/— durable Vercel Workflow definitions (pause/resume approval)apps/web/— Next.js dashboard (pnpm dev)scripts/seed-demo.ts— keyless narrated demo (pnpm demo)
Start Here
- README.md — what it does, quickstart, env vars, UiPath wiring
- ARCHITECTURE.md — two-altitude design (UiPath governs, Workflow gives durability)
- docs/submission/ — Devpost description and demo script
Validation
Run from the repo root (Node 20+, pnpm 9.12.0; pnpm install --frozen-lockfile first):
pnpm typecheck # tsc --noEmit
pnpm test # vitest unit suite
pnpm test:int # vitest integration suite (pause/resume cycle)
Tests and the demo run keyless by default (PROCTOR_FAKE_LLM=1,
PROCTOR_GATEWAY=local) — no ANTHROPIC_API_KEY or UiPath credentials needed.
Contribution Boundaries
- This is a hackathon submission with a hard deadline (2026-06-29); keep changes small, scoped, and demo-safe.
- Do not commit secrets or credentials; the keyless path must keep working with no env vars set.
packages/uipath/src/testcloud.tsTODOs are blocked on live UiPath credentials — do not invent response shapes for them.- Keep the UiPath/Proctor boundary intact: UiPath is the control plane, Vercel Workflow is the durability layer; neither replaces the other.
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 · 50 lines · 550 tokens per session scan A febfaa229e6a
proctor AGENTS.md is an instructions file published in the GitHub repository OrionArchitekton/proctor (2 stars, last pushed 3mo ago), licensed MIT. It adds 550 tokens to every session, about $0.0022 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.