Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/orionarchitekton/proctor/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.svg" alt="Measured on agentmods" 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 | $0.00550 | $0.00550 |
| Opus 5 | $0.00275 | $0.00275 |
| Sonnet 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 4d 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.
- 4d 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 1mo ago), licensed MIT. It adds 550 tokens to every session, about $0.0028 per session on Opus 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
qa-skills AGENTS.md
AGENTS.md instructions for fishzjp/qa-skills, covering agents.md — qa-skills 项目指令, 使命(所有工作的对齐点), 战略路径:迭代飞轮, 北极星指标 and 评测三轨道(eval/).
qualflare-claude-code CLAUDE.md
Claude Code instructions for Qualflare/qualflare-claude-code, covering qualflare-ai — claude code plugin developer guide, what is this?, plugin structure, how to update skills or commands and keeping framework slugs in sync.
antigravity-testing-kit GEMINI.md
Instructions for anhtester/antigravity-testing-kit, covering gemini ai - global automation agent rules, git pull restriction rule, browser rules (mandatory), 🖥️ viewport & mode and 🔄 thứ tự debug bắt buộc (playwright mcp).
flowproof CLAUDE.md
Instructions for automators-com/flowproof, covering claude.md, what flowproof is, repository layout, commands and things that will fail ci if you get them wrong.
perseus-amd-act-ii AGENTS.md
AGENTS.md instructions for tcconnally/perseus-amd-act-ii, covering agents.md, the agent this repo ships, repo map, ground rules for agents editing this repo and reproduce everything.
agentbreak CLAUDE.md
Instructions for mnvsk97/agentbreak, covering claude code — agentbreak, what this repo is, quick commands, skill and verification.