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/openabdev/openab/agents-mdgit clone --depth 1 https://github.com/openabdev/openabWhat 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 | $0.01580 | $0.01580 |
| Opus 5 | $0.00790 | $0.00790 |
| Sonnet 5 | $0.00316 | $0.00316 |
| Haiku 4.5 | $0.00158 | $0.00158 |
Grade A, and why
openab 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 2d 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 — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenAB — Agent Guidelines
You are contributing to OpenAB, a lightweight Rust-based ACP harness bridging Discord, Slack, and webhook platforms to coding CLIs over stdio JSON-RPC.
Architecture
src/
├── main.rs # entrypoint, multi-adapter startup, graceful shutdown
├── adapter.rs # ChatAdapter trait, AdapterRouter (platform-agnostic)
├── config.rs # TOML config + ${ENV_VAR} expansion
├── discord.rs # DiscordAdapter (serenity EventHandler)
├── slack.rs # SlackAdapter (Socket Mode)
├── gateway.rs # Custom Gateway WebSocket adapter
├── cron.rs # Config-driven + usercron scheduler
├── media.rs # Image resize/compress + STT download
├── format.rs # Message splitting, thread name shortening
├── markdown.rs # Discord markdown rendering
├── reactions.rs # Emoji status controller (debounce, stall detection)
├── bot_turns.rs # Bot turn tracking
├── error_display.rs # User-facing error formatting
├── stt.rs # Speech-to-text (Whisper API)
├── setup/ # Interactive setup wizard
│ ├── config.rs # Setup config helpers
│ ├── validate.rs # Input validation
│ └── wizard.rs # CLI setup flow
└── acp/
├── protocol.rs # JSON-RPC types + ACP event classification
├── connection.rs # Spawn CLI, stdio JSON-RPC, env_clear whitelist
└── pool.rs # Session key → AcpConnection map + lifecycle
Helm chart: charts/openab/ — Go templates, values.yaml, NOTES.txt
Gateway: gateway/ — standalone Rust binary for Telegram/LINE/Teams
Docs: docs/ — user-facing guides, ADRs, config reference
Message Flow
Discord/Slack event
→ channel allowlist check
→ user allowlist check (bot messages bypass this)
→ bot message filter (off/mentions/all)
→ thread detection (thread_metadata = thread, NOT parent_id)
→ bot ownership check (bot_owns = thread creator matches bot user ID)
→ multibot detection (allowUserMessages mode)
→ handle_message → pool.get_or_create → ACP JSON-RPC
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.
- 2d ago First seen · 160 lines · 1,580 tokens per session scan A 1c6b46cd4181
openab AGENTS.md is an instructions file published in the GitHub repository openabdev/openab (778 stars, last pushed 5d ago), licensed MIT. It adds 1,580 tokens to every session, about $0.0079 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
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
buildNext
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
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, applying the notice (cutover) and fallback chain (never fail the build).
spec-kit 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.
langchain 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.