Borrowing it
Nothing to install: this file belongs to asanabrial/leteo. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/asanabrial/leteo/main/AGENTS.mdgit clone --depth 1 https://github.com/asanabrial/leteoWrote 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.
[](https://agentmods.dev/instructions/asanabrial/leteo/agents-md)<a href="https://agentmods.dev/instructions/asanabrial/leteo/agents-md"><img src="https://agentmods.dev/badge/instructions/asanabrial/leteo/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.
<a href="https://agentmods.dev/instructions/asanabrial/leteo/agents-md"><img src="https://agentmods.dev/badge/instructions/asanabrial/leteo/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.01196 | $0.01196 |
| Opus 5.5 | $0.00478 | $0.00478 |
| Sonnet 5.5 | $0.00239 | $0.00239 |
| Haiku 4.5 | $0.00120 | $0.00120 |
Grade A, and why
leteo 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 18d 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 — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Working on Leteo
Local-first persistent memory for coding agents: one Rust binary over one SQLite database.
Everything written into this repository is in English — code, comments, commit messages, tests, and documents — whatever language the conversation about it happens in.
Building and testing
cargo fmt --all
cargo clippy --all-targets
cargo test # unit tests, plus the integration tests in tests/
cargo build --release
All three must be clean before a commit. cargo test --lib alone is not enough:
it skips tests/, which is where the surface-level guards live.
Rules that have cost this codebase real bugs
- No test touches a real store. Unit and integration tests create a
temporary database.
tests/repository_guards.rsfails the build on an absolute.dbpath, ahome_dir()join, or a data directory used near anything that opens a store. Exploratory work against a copy is fine; a scheduled test against the user's database is not. - Fix the sibling too. Nearly every defect found here has had one: the prompt was bounded and the summary next to it was not; four of six tools carried a memory's caveats; one of four replicated write paths was redacted. After fixing something, look for the field, path, or surface beside it.
- A rule lives in one place. Types, review windows, hook event names, index
names, trigger names — each is one list that the behaviour and its tests both
read. A hand-written second copy is how
policykept a review window that nothing could ever fire. One exception, licensed and written down rather than left to look like the defect: a released migration may freeze a copy of what it needs, because it must give every database the same answer whenever it happens to run. There are two: migration 18's frozen table and the baseline's three SQL literals. - A limit that is published is the limit that is applied.
- Say what could not be done. An empty answer, a busy store, a check that could not run — each says which it is. Reporting the nearest named state instead is how a healthy store gets called corrupt.
- A guard is verified by breaking what it claims to protect. A test that
passed the first time it ran may be watching nothing. Break exactly the
behaviour its own sentence names, confirm it fails, and restore —
git diffof that file must come back empty. Breaking something near it is worse than not checking: the intersection inengram.rswas "verified" by reversing two sides that produce the same set, which passed, and the comment explaining why the order mattered was wrong. Six guards of one session were put through this afterwards; all six failed as they should, and the checking is what makes that sentence worth writing. - Measure before claiming. Timing does not transfer between SQLite builds; ranking does; query construction does not transfer at all. A benchmark that does not go through this binary's own query builder measures something else.
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.
- 18d ago Changed · -25 lines · -372 tokens per session f02d4bd8a73a
- 1mo ago Changed · +1 lines · +15 tokens per session 59b44a5e0889
- 1mo ago Changed · +6 lines · +100 tokens per session 4f98c52305fa
- 1mo ago First seen · 118 lines · 1,453 tokens per session scan A ee26cba66df3
leteo AGENTS.md is an instructions file published in the GitHub repository asanabrial/leteo (4 stars, last pushed 13d ago), licensed MIT. It adds 1,196 tokens to every session, about $0.0048 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.
Other instructions, from other repositories
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next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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langchain AGENTS.md
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.
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Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.