Borrowing it
Nothing to install: this file belongs to guoliang1114-boop/AriaAI. 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/guoliang1114-boop/AriaAI/main/AGENTS.mdgit clone --depth 1 https://github.com/guoliang1114-boop/AriaAIWrote 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/guoliang1114-boop/ariaai/agents-md)<a href="https://agentmods.dev/instructions/guoliang1114-boop/ariaai/agents-md"><img src="https://agentmods.dev/badge/instructions/guoliang1114-boop/ariaai/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/guoliang1114-boop/ariaai/agents-md"><img src="https://agentmods.dev/badge/instructions/guoliang1114-boop/ariaai/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 | $0.00531 | $0.00531 |
| Opus 5 | $0.00266 | $0.00266 |
| Sonnet 5 | $0.00106 | $0.00106 |
| Haiku 4.5 | $0.00053 | $0.00053 |
Grade A, and why
AriaAI 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 10d 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 — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AriaAI Agent Guide
This file is the Codex entry point for the repository. Read agent.md before
changing code; it is the complete project guide and remains the source of truth
for repository layout, architecture, deployment, and collaboration rules.
Working contract
- Preserve user changes and unrelated work. Never discard a dirty worktree.
- Keep product/domain state and execution control in AriaAI. Projects, clients, memory, tasks, artifacts, approvals, permissions, and audit history always belong to Aria's native services.
- Treat
backend/app/services/chat/product_run_events.pyas the backend run event contract andweb/src/types/productRunEvent.tsas its frontend mirror. - Route consequential writes through AriaAI authorization and HITAS. A model, provider, or filesystem-sandbox decision is not business authorization.
- Do not add a Codex App Server, Codex SDK, Codex subprocess, or Codex protocol dependency to the Aria application runtime. Codex may be used as a developer tool, but Aria does not communicate with Codex in production.
- When adapting useful open-source implementations, port the smallest cohesive mechanism into Aria's language and architecture. Record its upstream commit, source path, license, attribution, and Aria modifications. Keep the current model-provider paths intact and verify behavior with focused tests.
Development loop
- Backend commands run from
backend/withbackend/.venv/bin/pythonwhen the checked-in virtual environment exists. - Frontend commands run from
web/. - Add focused tests with every behavioral change. Run focused tests first, then the broader affected suite.
- Database changes require an idempotent Alembic revision with exactly one
migration head. Do not rely only on
SQLModel.metadata.create_all. - Update the relevant design or operations document when changing a public event, runtime boundary, approval flow, data model, or deployment contract.
Useful checks
cd backend
.venv/bin/python -m pytest -q tests/test_agent_harness_native.py
.venv/bin/python -m pytest -q tests/test_product_run_events.py
cd ../web
npm test -- --run src/stores/runActivityReducer.test.ts
npm run build
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.
- 10d ago First seen · 54 lines · 531 tokens per session scan A 626ff066eee7
AriaAI AGENTS.md is an instructions file published in the GitHub repository guoliang1114-boop/AriaAI (37 stars, last pushed 2d ago), licensed MIT. It adds 531 tokens to every session, about $0.0027 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 2026-08-30.
Other instructions, from other repositories
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codex AGENTS.md
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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).
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
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.