What is agentic-bbo AGENTS.md?

A project-specific AGENTS.md instruction file for the agentic-bbo repository. AGENTS.md files tell coding agents how to work within a project.

It is for guiding code changes, builds, and tests in agentic-bbo while following the repository's conventions.

It collects the repository's structure, build and test commands, coding rules, and testing guidance in one place.

How trxcc/agentic-bbo configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to trxcc/agentic-bbo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/trxcc/agentic-bbo/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/trxcc/agentic-bbo

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/trxcc/agentic-bbo/agents-md/github.svg)](https://agentmods.dev/instructions/trxcc/agentic-bbo/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/trxcc/agentic-bbo/agents-md"><img src="https://agentmods.dev/badge/instructions/trxcc/agentic-bbo/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/trxcc/agentic-bbo/agents-md"><img src="https://agentmods.dev/badge/instructions/trxcc/agentic-bbo/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 570 This file is loaded in full into every session.

When invoked 570 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00570	$0.00570
Opus 5.5	$0.00228	$0.00228
Sonnet 5.5	$0.00114	$0.00114
Haiku 4.5	$0.00057	$0.00057

Measured 1mo ago against content hash a097bf6f52c3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agentic-bbo 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 1mo 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.

AGENTS.md · 37 lines

How it starts

The opening of the file, as written. The whole thing — 37 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Repository Guidelines

Project Structure & Module Organization

This repository exposes a Python package under bbo/. Top-level benchmark entrypoints live in bbo/run.py and bbo/frontier/run.py. Algorithms are grouped under bbo/algorithms/, tasks are grouped under bbo/tasks/, and reusable benchmark-agnostic abstractions live in bbo/core/. Read README.md for the code map, execution flow, and run commands. Task descriptions live in bbo/task_descriptions/<task_name>/. Use the standardized task-description schema with required files background.md, goal.md, constraints.md, and prior_knowledge.md.

Build, Test, and Development Commands

uv sync --extra dev creates the managed environment and installs the package in editable mode.
uv run pytest runs the current automated test suite.
uv run python -m compileall -q bbo tests is the quick syntax smoke test.
uv run python -m bbo.run --algorithm random --task bbob_f01_d10 --output results/random runs an offline numerical trajectory.
uv run python -m bbo.frontier.run --task bbob_f15_d10 --dry-run --output results/inspect audits the Docker-agent context without model calls.

Coding Style & Naming Conventions

Use 4-space indentation, type hints, and concise docstrings on public APIs. Follow existing naming: snake_case for functions and modules, PascalCase for classes and dataclasses, and UPPER_SNAKE_CASE for registries. Keep bbo/core/ benchmark-agnostic. Put task-specific evaluation logic, benchmark packaging helpers, and synthetic/real task wrappers outside bbo/core/. Each task package should provide either a task-local Docker workflow or an environment.md with setup instructions. Preserve append-only JSONL logging and replay-based resume semantics.

Testing Guidelines

Add or update tests whenever you change ask/tell flow, adapter setup, logging, plotting, or resume behavior. Prefer lightweight synthetic tasks over expensive evaluators. Name tests by behavior, for example test_resume_replays_trials_in_order. When changing the task-description logic, also verify that localized files such as *.zh.md are ignored by the loader.

Read the full file on GitHub · 37 lines

Changes

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.

1mo ago Changed · +2 lines · +56 tokens per session a097bf6f52c3
2mo ago First seen · 35 lines · 514 tokens per session scan A f5ff9c38e9b7

Subscribe to this mod's changes

agentic-bbo AGENTS.md is an instructions file published in the GitHub repository trxcc/agentic-bbo (6 stars, last pushed 1mo ago), licensed MIT. It adds 570 tokens to every session, about $0.0023 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.

agentic-bbo AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
agentic-bbo AGENTS.mdtrxcc/agentic-bbo	Instructions file	6	1mo ago	MIT	A	570	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	5,649	GitHub Copilot
langchain AGENTS.mdlangchain-ai/langchain	Instructions file	149k	today	MIT	A	4,680	Codex, OpenCode
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	3,093	GitHub Copilot
vscode ai-customization.instructions.mdmicrosoft/vscode	Instructions file	195k	today	MIT	A	1,907	GitHub Copilot

agentic-bbo: Instructions file for Codex