What is rag-learning-academy AGENTS.md?

A project instruction guide for a learning repository that uses Beads, a command-line issue tracker, to manage work. It also defines safe non-interactive commands so coding agents do not stop waiting for confirmation.

Use it when working on the repository’s issues, synchronizing changes, or running copy, move, delete, SSH, and package-management commands automatically.

It gives agents a consistent way to find, claim, complete, and synchronize tasks. It prevents common hangs caused by commands that ask for approval during file operations.

How TakaGoto/rag-learning-academy configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to TakaGoto/rag-learning-academy. 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/TakaGoto/rag-learning-academy/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/TakaGoto/rag-learning-academy

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/takagoto/rag-learning-academy/agents-md.svg)](https://agentmods.dev/instructions/takagoto/rag-learning-academy/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/takagoto/rag-learning-academy/agents-md"><img src="https://agentmods.dev/badge/instructions/takagoto/rag-learning-academy/agents-md.svg" alt="Measured on agentmods" height="20"></a>

Per session 1,221 This file is loaded in full into every session.

When invoked 1,221 The same file — it is already loaded in full.

Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin 100% copy Near-identical to another mod 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	$0.01221	$0.01221
Opus 5	$0.00611	$0.00611
Sonnet 5	$0.00244	$0.00244
Haiku 4.5	$0.00122	$0.00122

Measured 8d ago against content hash d3bdf4a820b6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade C, and why

rag-learning-academy AGENTS.md scanned grade C 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 8d 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf directory # NOT: rm -r directory

Origin

This is a copy

100% identical to code-overhaul-skill AGENTS.md — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

AGENTS.md · 151 lines

How it starts

The opening of the file, as written. The whole thing — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Agent Instructions

This project uses bd (beads) for issue tracking. Run bd onboard to get started.

Quick Reference

bd ready              # Find available work
bd show <id>          # View issue details
bd update <id> --claim  # Claim work atomically
bd close <id>         # Complete work
bd sync               # Sync with git

Non-Interactive Shell Commands

ALWAYS use non-interactive flags with file operations to avoid hanging on confirmation prompts.

Shell commands like cp, mv, and rm may be aliased to include -i (interactive) mode on some systems, causing the agent to hang indefinitely waiting for y/n input.

Use these forms instead:

# Force overwrite without prompting
cp -f source dest           # NOT: cp source dest
mv -f source dest           # NOT: mv source dest
rm -f file                  # NOT: rm file

# For recursive operations
rm -rf directory            # NOT: rm -r directory
cp -rf source dest          # NOT: cp -r source dest

Other commands that may prompt:

scp - use -o BatchMode=yes for non-interactive
ssh - use -o BatchMode=yes to fail instead of prompting
apt-get - use -y flag
brew - use HOMEBREW_NO_AUTO_UPDATE=1 env var

Issue Tracking with bd (beads)

IMPORTANT: This project uses bd (beads) for ALL issue tracking. Do NOT use markdown TODOs, task lists, or other tracking methods.

Why bd?

Dependency-aware: Track blockers and relationships between issues
Version-controlled: Built on Dolt with cell-level merge
Agent-optimized: JSON output, ready work detection, discovered-from links
Prevents duplicate tracking systems and confusion

Quick Start

Check for ready work:

bd ready --json

Create new issues:

bd create "Issue title" --description="Detailed context" -t bug|feature|task -p 0-4 --json
bd create "Issue title" --description="What this issue is about" -p 1 --deps discovered-from:bd-123 --json

Read the full file on GitHub · 151 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.

8d ago First seen · 151 lines · 1,221 tokens per session scan C d3bdf4a820b6

Subscribe to this mod's changes

rag-learning-academy AGENTS.md is an instructions file published in the GitHub repository TakaGoto/rag-learning-academy (18 stars, last pushed 5mo ago), licensed MIT. It adds 1,221 tokens to every session, about $0.0061 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). It is 100% identical to code-overhaul-skill AGENTS.md, differing in 0 lines, and is treated as a copy.

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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).

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rag-learning-academy: Instructions file for Codex