bt: Instructions file for Codex

AGENTS.md

bt AGENTS.md is an instructions file for Codex, OpenCode from braintrustdata/bt. It costs 964 tokens per session, scanned A, original, Apache-2.0.

Project instructions for the Braintrust Data codebase, including rules for configuration, application URLs, BTQL queries, tools, and privacy. BTQL is the project's query language for accessing Braintrust data and logs.

In plain words
What is it for?
Use it when modifying Braintrust Data code, adding command-line configuration, working with application URLs, or writing BTQL queries over project logs.
Why use it?
It helps an agent follow the repository's safety and configuration rules instead of making undocumented assumptions. It also requires log queries to include limits that reduce unnecessary data scanning.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is braintrustdata/bt's own configuration. It tells Codex and OpenCode how to work on bt itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything bt configures →

Reuse

Borrowing it

Nothing to install: this file belongs to braintrustdata/bt. 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/braintrustdata/bt/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/braintrustdata/bt

Made for: Codex, OpenCode.

Wrote this? Show the measurements

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Per session 964 This file is loaded in full into every session.
When invoked 964 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00964 $0.00964
Opus 5.5 $0.00386 $0.00386
Sonnet 5.5 $0.00193 $0.00193
Haiku 4.5 $0.00096 $0.00096

Measured yesterday against content hash eb4524d7f3b0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

bt 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 yesterday.

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 · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Guidelines

Configuration Policy

  • Do not introduce new ad-hoc configuration reads via std::env::var(...) / process.env / os.getenv(...) in command logic.
  • All user-facing/runtime configuration must be defined in clap arguments:
    • a CLI flag, and
    • for persistent configuration, a corresponding environment variable (#[arg(env = ...)]).
  • User-facing environment variables must use the BRAINTRUST_ prefix (for example BRAINTRUST_EVAL_WATCH), matching the Braintrust SDKs. Do not add new BT_* names; DEPRECATED_BT_ENV_VARS in src/env.rs only keeps old names working. BT_EVAL_* / BT_DATASET_PIPELINE_* remain the internal protocol for runner subprocesses.
  • Entry points/runners should receive configuration from the CLI layer (via args/env that the CLI owns), not from independent, undocumented env lookups.
  • Extreme edge-case exceptions are allowed only when a flag is not feasible (for example, process-internal plumbing), and must be:
    • documented inline with a short rationale, and
    • minimized in scope.
  • Do not infer/transform app URLs from API URLs (for example, replacing api. with www.). Treat --app-url / BRAINTRUST_APP_URL as the source of truth for app URLs.

BTQL Safety

  • BTQL queries over project_logs(...) or the combined project(...) source must include a useful segment-elimination constraint:
    • a selective range on created, _xact_id, or _pagination_key; or
    • scoping to specific root_span_id or id values.
  • This requirement does not apply to other object sources such as project_functions(...), project_prompts(...), dataset(...), or experiment(...).

Tooling

  • This repo is managed with mise and pre-commit; prefer using the repo-defined toolchain and hooks when running local validation.

Privacy and Test Data

  • Do not add real customer, organization, profile, project, function, dataset, experiment, or user names/IDs to tests, fixtures, docs, examples, snapshots, or committed files.
  • Use synthetic placeholders instead, for example test-profile, test-org, test-project, fn_test_topic_map, or UUIDs clearly marked as fake.
  • If a user-provided command includes real identifiers, do not copy them into code or tests; translate them to synthetic values before writing files.

Read the full file on GitHub · 43 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.

  1. yesterday Changed · +2 lines · +266 tokens per session eb4524d7f3b0
  2. 16d ago Changed · +1 lines · +91 tokens per session fdd996ac440f
  3. 2mo ago First seen · 40 lines · 607 tokens per session scan A 12bcb8b44604

Subscribe to this mod's changes

bt AGENTS.md is an instructions file published in the GitHub repository braintrustdata/bt (14 stars, last pushed today), licensed Apache-2.0. It adds 964 tokens to every session, about $0.0039 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 2026-08-30.

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