bebop: Instructions file for Codex

AGENTS.md

bebop AGENTS.md is an instructions file for Codex, OpenCode from jstxn/bebop. It costs 977 tokens per session, scanned B, original, MIT.

Project instructions for Bebop, a system that automatically adds relevant coding rules to an agent’s prompts. These rules can cover security, testing, and other project concerns.

In plain words
What is it for?
Use them when working in a Bebop-enabled repository or when creating and editing its constraint packs.
Why use it?
They explain how to interpret the added constraints and keep work consistent with the project’s detected context and standards.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: reads .claude/ paths; mentions Claude Code.

This is jstxn/bebop's own configuration. It tells Codex and OpenCode how to work on bebop 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 bebop configures →

View source ↗ jstxn/bebop
Reuse

Borrowing it

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

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.

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README.md
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Per session 977 This file is loaded in full into every session.
When invoked 977 The same file — it is already loaded in full.
Security scan B 1 finding. 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 $0.00977 $0.00977
Opus 5.5 $0.00391 $0.00391
Sonnet 5.5 $0.00195 $0.00195
Haiku 4.5 $0.00098 $0.00098

Measured 2mo ago against content hash 1657a193a861, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

bebop AGENTS.md scanned grade B with 1 finding 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 2mo 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

- If constraints aren't appearing, check that the bebop hook is configured (Claude Code: `~/.claude/settings.json`, Cursor: hooks config)
AGENTS.md · 116 lines

How it starts

The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Instructions: Bebop

This project uses Bebop to automatically inject coding constraints into your prompts. When you receive a prompt, you'll see an "Active constraints" block appended—these are curated rules selected based on the project's context (language, framework, service type).

You don't need to do anything special. Just follow the constraints as you would any other instruction. They're there to ensure consistent, high-quality output aligned with the project's standards.

Understanding Your Constraints

Constraints appear in your prompt like this:

Active constraints:
- [NO_SECRETS] Never add secrets to code, commits, or logs. Use environment variables. (core/security)
- [WRITE_TEST_COVERAGE] Write tests for new functionality with >80% coverage. (core/code-quality)

Format breakdown:

  • [CONSTRAINT_ID] - Unique identifier for the rule
  • Description - What you should do
  • (pack-name/category) - Where the rule comes from

Context line: You may also see Context: backend, typescript, nestjs which shows what bebop detected about the current project/file. This determines which constraint packs are active.

Constraints are selected automatically based on:

  • File path (e.g., src/api/ triggers backend rules)
  • Detected frameworks and languages
  • Project structure (monorepo vs single-service)
  • Custom pack configuration in .bebop/

Useful Commands

Help users understand and manage their constraints with these commands:

Check usage stats:

bebop stats

Shows prompt count, token savings, and constraint reduction metrics.

Preview compiled prompt:

bebop compile "your prompt here"

See exactly what constraints will be injected for a given prompt.

List available packs:

bebop packs

Shows all constraint packs (core + custom) and their status.

Directive syntax - Users can add these to prompts for manual control:

  • &use security - Explicitly include a pack
  • &skip code-quality - Exclude a pack for this prompt
  • &pack ./path/to/custom.md - Use a specific pack file

Read the full file on GitHub · 116 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. 2mo ago First seen · 116 lines · 977 tokens per session scan B 1657a193a861

Subscribe to this mod's changes

bebop AGENTS.md is an instructions file published in the GitHub repository jstxn/bebop (2 stars, last pushed 9mo ago), licensed MIT. It adds 977 tokens to every session, about $0.0039 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

bebop AGENTS.md compared with instructions from other repositories

bebop AGENTS.md next to 6 instructions from other repositories
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