Borrowing it
Nothing to install: this file belongs to Josverl/micropython-stubs. 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/Josverl/micropython-stubs/main/AGENTS.mdgit clone --depth 1 https://github.com/Josverl/micropython-stubsWrote 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/josverl/micropython-stubs/agents-md)<a href="https://agentmods.dev/instructions/josverl/micropython-stubs/agents-md"><img src="https://agentmods.dev/badge/instructions/josverl/micropython-stubs/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/josverl/micropython-stubs/agents-md"><img src="https://agentmods.dev/badge/instructions/josverl/micropython-stubs/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 | $0.01732 | $0.01732 |
| Opus 5.5 | $0.00693 | $0.00693 |
| Sonnet 5.5 | $0.00346 | $0.00346 |
| Haiku 4.5 | $0.00173 | $0.00173 |
Grade C, and why
micropython-stubs 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 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.
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 This is a copy
80% identical to awesome-spain AGENTS.md — 60 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.
How it starts
The opening of the file, as written. The whole thing — 158 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 prime for full workflow context.
Architecture in one line: Issues live in a local Dolt database (
.beads/dolt/); cross-machine sync usesbd dolt push/pull(a git-compatible protocol), stored underrefs/dolt/dataon your git remote — separate fromrefs/heads/*where your code lives..beads/issues.jsonlis a passive export, not the wire protocol.See sync-concepts for the one-screen overview and anti-patterns (don't treat JSONL as the source of truth; don't
bd importduring normal operation; don't reach for third-party Dolt hosting before trying the default).
Repository Beads Sync Policy
This repository explicitly authorizes agents to synchronize Beads-only Dolt
history with the configured remote. This authorization does not include source
Git commits, git pull, or git push.
At the start of every agent session, run these commands in order:
bd prime
bd hooks install
bd hooks list
bd dolt pull
bd hooks install is intentionally unconditional: it is idempotent and
preserves unrelated hook content. Do not assume that hooks in a cloned
repository are already active; confirm the installation with bd hooks list.
- Run
bd dolt pullbefore relying on issue status or mutating Beads. - Search for an existing issue before creating a replacement. Continue the
original issue when possible; use
bd supersede <old> --with <new>when a duplicate already exists. - After any successful Beads mutation, run
bd dolt pushbefore handoff. - Never use
bd dolt push --force. If pull, merge, or push reports a conflict or failure, stop and report the exact error; do not claim the state is synced. - Git branch merges and rebases do not synchronize Beads. Beads state travels
only through the Dolt remote at
refs/dolt/data.
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 dolt push # Push beads data to remote
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 · +29 lines · +278 tokens per session 9ce7bb9d43d8
- 20d ago First seen · 129 lines · 1,454 tokens per session scan C 548a8c678abd
micropython-stubs AGENTS.md is an instructions file published in the GitHub repository Josverl/micropython-stubs (321 stars, last pushed yesterday), licensed MIT. It adds 1,732 tokens to every session, about $0.0069 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). It is 80% identical to awesome-spain AGENTS.md, differing in 60 lines, and is treated as a copy.
Other instructions, from other repositories
agent-compass pr-workflow.instructions.md
Instructions for me-cedric/agent-compass: For PR creation, default base branch is develop. Assign the PR to yourself with --assignee @me. If reviewers are not specified, ask for at least one and list likely repo contributors. Use only labels that exist in gh label list.
vscode buildNext.instructions.md
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).
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.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
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.
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.