Borrowing it
Nothing to install: this file belongs to avibe-bot/avibe. 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/avibe-bot/avibe/master/AGENTS.mdgit clone --depth 1 https://github.com/avibe-bot/avibeWrote 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/avibe-bot/avibe/agents-md)<a href="https://agentmods.dev/instructions/avibe-bot/avibe/agents-md"><img src="https://agentmods.dev/badge/instructions/avibe-bot/avibe/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/avibe-bot/avibe/agents-md"><img src="https://agentmods.dev/badge/instructions/avibe-bot/avibe/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 | $0.04524 | $0.04524 |
| Opus 5.5 | $0.01810 | $0.01810 |
| Sonnet 5.5 | $0.00905 | $0.00905 |
| Haiku 4.5 | $0.00452 | $0.00452 |
Grade B, and why
avibe AGENTS.md scanned grade B with 2 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 today.
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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
- macOS/Lima: `INCUS_CMD="limactl shell avibe-incus-regression -- sudo incus" ./scripts/run_regression.sh` Runs shell commandslowCapability
Expected in a hook, worth knowing in a rule or an instructions file.
(`time.sleep`, `subprocess.run` and similar, `Future.result()`, lock waits), How it starts
The opening of the file, as written. The whole thing — 343 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Guidelines for Avibe
This document is the operating manual for coding agents working in this repository.
1. Project Overview
Avibe is the local-first Agent OS: one install command turns a machine into the runtime an agent lives in, and the user operates that runtime through Web or IM surfaces such as Slack, Discord, Telegram, Feishu/Lark, and WeChat.
Current product shape:
- V2 config-driven service with a Web UI setup wizard and settings pages
- multi-platform message transport with shared core orchestration
- multi-backend agent routing across OpenCode, Claude Code, and Codex
- local Incus-based unified regression environment for real cross-platform verification
2. Design Philosophy and Architecture
Product and Technical Decision-Making
- Start from one coherent user mental model. Avibe absorbs backend and implementation differences; users and agents see only what they need to act.
- Establish hard constraints before choosing scope. Build the smallest complete solution that works within them, and leave concepts undefined until they have a clear responsibility.
- Prefer compatibility, permissive adoption, and subtraction. Add validation, metadata, state, or isolation only when it protects a demonstrated outcome.
- Reuse existing ownership and lifecycle before adding mechanisms. Keep the path simple and stateless, then optimize from measured evidence.
Core Rule: Fix at the Highest Appropriate Layer
- If a bug appears on one platform, check whether the same logic exists for the others before patching a platform adapter.
- If a behavior should be shared by multiple backends, prefer the shared core or backend abstraction over a single backend implementation.
- Keep transport/platform details out of core business logic whenever possible.
Decision checklist before writing code:
- Scope: is this platform-specific/backend-specific, or common?
- Abstraction: can the shared base or core layer own this behavior?
- Call path: is the code called from controller/handlers/common flow?
- Future-proofing: would a new platform/backend inherit the correct behavior automatically?
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.
- today Changed · +4 lines · +81 tokens per session 4418b8e21cad
- 2d ago Changed · +12 tokens per session aae78d194dac
- 5d ago Changed · +4 lines · +64 tokens per session 83355634605a
- 8d ago Changed · +4 lines · +69 tokens per session 55c327410ebb
- 10d ago Changed · +5 lines · +47 tokens per session 4d6f2681ffcd
- 12d ago Changed · +28 lines · +439 tokens per session 1ff44d7b362e
- 19d ago Changed · +4 lines · +81 tokens per session e9d64fc33daf
- 22d ago Changed · +4 lines · +63 tokens per session f3af0924ddc4
- 25d ago Changed · +31 tokens per session c65c5e603125
- 1mo ago First seen · 290 lines · 3,637 tokens per session scan B 48b108f5d828
avibe AGENTS.md is an instructions file published in the GitHub repository avibe-bot/avibe (633 stars, last pushed today), licensed MIT. It adds 4,524 tokens to every session, about $0.0181 per session on Opus 5.5. A static security scan graded it B with 2 findings (asks for root, runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.