Borrowing it
Nothing to install: this file belongs to lobu-ai/lobu. 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/lobu-ai/lobu/main/AGENTS.mdgit clone --depth 1 https://github.com/lobu-ai/lobuWrote 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/lobu-ai/lobu/agents-md)<a href="https://agentmods.dev/instructions/lobu-ai/lobu/agents-md"><img src="https://agentmods.dev/badge/instructions/lobu-ai/lobu/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/lobu-ai/lobu/agents-md"><img src="https://agentmods.dev/badge/instructions/lobu-ai/lobu/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 | $0.03711 | $0.03711 |
| Opus 5.5 | $0.01484 | $0.01484 |
| Sonnet 5.5 | $0.00742 | $0.00742 |
| Haiku 4.5 | $0.00371 | $0.00371 |
Grade A, and why
lobu 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 20d 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 — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repo map
- Bun workspace under
packages/*; TS source insrc, tests in__tests__. coretypes/utils ·plugin-apiplugin contracts ·plugin-hostplugin composition ·servergateway + embedded runtime ·connector-workerconnector jobs and agent turns (V8 isolates) ·connectorsbuilt-in connectors ·owlettofrontend submodule.- Read the nearest package
AGENTS.mdbefore editing that package; grepdocs/GOTCHAS.mdwhen something looks inexplicable.
Unrecoverable — never do these
- Never write to
~/Code/lobudirectly. Runmake task-setup NAME=<slug>first, and nevergit switchin the main checkout — other sessions share it. For a pure submodule-pointer bump,make bump SUBMODULE=packages/owlettois the lightweight isolated-worktree exception; it also posts the required statuses. - Stage by explicit path (
git add -- <paths>, never-A). A commit is a snapshot, so a stale file copy left by earlier work in the same worktree silently reverts merged PRs. After commit/rebase,git diff --name-only origin/main...HEADmust equal your intended file list; extras = stop. eventsis append-only. NeverDELETE FROM events; tombstone or supersede instead.- Never bulk-delete prod
organizationrows, including zero-activity ones — empty-looking orgs are usually real signups. Surface them one at a time for confirmation. - Never resolve merge conflicts in the GitHub web UI — it has silently dropped 1000+ lines of feature work. Rebase locally against
origin/main; submodule-pointer branchesgit mergeinstead (docs/GOTCHAS.md). - Two writing agents must never share a worktree — they overwrite each other's uncommitted work. Every subagent with Edit/Write/Bash gets its own through
make task-setup(only task-setup does submodule pinning,bun install,.envcopy, and port allocation); only read-only agents share the parent. - Never add a table or change DB design, API surface, or SDK surface without surfacing the proposal and receiving confirmation first.
- Never auto-submit an interactive browser draft, in any package. Drafts are page-activated: persist the operation, notify normally, and let the extension activate the run only when the user visits a pending URL in a user-owned tab. Only scrape-owned scratch tabs may be opened and closed automatically. Server, connector, and Owletto code all obey this (
packages/server/AGENTS.md). - Tenant/example state stays with its owner. Entity/relationship schemas, event kinds, Automations, prompts, agents, device pins, task IDs, and policies for one org, customer, project, or example belong in that example/config — never shared core, server, worker, SDK, or migrations. Before editing shared packages for an example, state the reusable platform invariant; if there is none, stop. Design-lock a genuinely missing public API/DB/cross-runtime contract as a separate PR.
- Shared runtime never special-cases user entity keys. Only reserved
$...entity types are platform-owned. All other semantics come from the entity schema or an explicit generic contract; an existing literal such aspersonorcompanyis not precedent. - Connector logic stays connector-owned. Put it in the connector implementation or an explicitly named connector adapter/auth/webhook/migration module, registered through a generic contract. Never add connector-slug branches to otherwise generic runtime modules; extend the connector contract when the generic path lacks a capability.
- Never commit live tenant identifiers or personal machine state. No real org UUIDs, entity/Automation/device/connection IDs, usernames, personal absolute paths, or task numbers in shipping code, shared migrations, or script defaults. Tenant state belongs in its example/config; tests use clearly synthetic values; operational scripts require explicit inputs.
- Generated and published artifacts must be portable. Never embed a developer's home, checkout, or worktree directory in catalogs, bundles, metadata, lockfiles, or package contents. Resolve runtime paths from installed assets or explicit user configuration; use synthetic paths in fixtures. Enforce this on generated/packed bytes with portability tests, including foreign build-machine paths and encoded file URLs — source grep alone cannot detect build-time leaks.
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.
- 20d ago Changed · +23 tokens per session 99e8ed7c395b
- 25d ago Changed · -56 tokens per session 3c70a53d64f3
- 27d ago Changed · +1 lines · +155 tokens per session 9df90694c998
- 1mo ago Changed · +2 lines · +319 tokens per session 204fc8a681e1
- 1mo ago Changed · +1 lines · +106 tokens per session 51a0b4defa49
- 1mo ago Changed · +2 lines · +159 tokens per session 8fdab5594cd6
- 1mo ago Changed · +8 tokens per session d4f1bc58027b
- 1mo ago First seen · 66 lines · 2,997 tokens per session scan A 9bf5830b16e0
lobu AGENTS.md is an instructions file published in the GitHub repository lobu-ai/lobu (230 stars, last pushed today), licensed Apache-2.0. It adds 3,711 tokens to every session, about $0.0148 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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