AGENTS.mdA

AGENTS.md from pioneerdotai/pioneer is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add pioneerdotai/pioneer/AGENTS.md@git:20261021.a9f94ba

Pins git:20261021.a9f94ba in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
pioneerdotai/pioneer
Path
AGENTS.md
Versions recorded
5
Latest version
git:20261021.a9f94ba, committed Oct 21, 2026
First version recorded
Aug 5, 2026
Size
7,629 bytes
Repository stars
22
License
MIT

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Database Architecture

These rules apply to the whole repository. More specific `AGENTS.md` files may
add crate-local rules, but must not weaken the database invariants below.

## Runtime Model

The Gateway SQLite runtime has two independent contours:

- a read-only reader pool, protected with `PRAGMA query_only=ON`;
- one serialized writer executor, because SQLite still has only one effective
  writer.

All database access must go through `SqliteDatabase`, `CrudStore`, and the
existing repositories. Do not open ad hoc SQLite connections, use the writer
pool directly, acquire scheduling permits manually, or bypass the writer
executor.

Row-returning SQL is routed from the actual statement. Ordinary reads use the
reader pool; writes, write transactions, and mutating `... RETURNING`
statements use the writer. A `SELECT` that invokes a mutating SQLite extension
must use the explicit writer query API.

## Scheduling Classes

Database handles carry their scheduling class. Queries and repositories must
inherit the class from the scoped handle instead of classifying individual
call sites.

- `Interactive` is the default for request work whose result a client is
  waiting for.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add pioneerdotai/pioneer/AGENTS.md@sha256:2a63abbefa99cfde

The line at the top of this page pins the label git:20261021.a9f94ba, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_y7tf6gv3r6tmzevt.svg)](https://markdownregistry.com/a/art_y7tf6gv3r6tmzevt)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Aug 5, 2026 and Oct 21, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
git:20261021.a9f94ba latest2026-10-21 a9f94ba 7,629 BA view · diff
git:20260924.1c523ad2026-09-24 1c523ad 7,073 BA view · diff
git:20260902.81d4f3c2026-09-02 81d4f3c 6,449 BA view · diff
git:20260805.4715b872026-08-05 4715b87 3,060 BA view · diff
git:20260805.159c2b62026-08-05 159c2b6 2,847 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (7629 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

pioneerdotai/pioneer · 22 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y7tf6gv3r6tmzevt
GET https://markdownregistry.com/api/v1/resolve?ref=pioneerdotai/pioneer/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/2a63abbefa99cfdedcdb09d468749794a53add8aab6cf4d1ee62ee7925f8bf1d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.

More from pioneerdotai/pioneer

AGENTS.md@crates/client-ffi AGENTS.md file
pioneerdotai/pioneer · crates/client-ffi/AGENTS.md
git:20260610.164943c · audit A · 22 stars
AGENTS.md@crates/client AGENTS.md file
pioneerdotai/pioneer · crates/client/AGENTS.md
git:20260904.1c976c9 · audit A · 22 stars
AGENTS.md@crates/desktop AGENTS.md file
pioneerdotai/pioneer · crates/desktop/AGENTS.md
git:20260610.164943c · audit A · 22 stars
pioneer-claude-conformance SKILL.md skill
pioneerdotai/pioneer · crates/gateway/tests/fixtures/cli_mcp_claude/skill/SKILL.md · Deterministic mixed skill and MCP scenario marker.
git:20260716.6723337 · audit A · 22 stars
Agent Browser SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/agent-browser/SKILL.md · A fast browser automation CLI for structured page navigation.
git:20260501.a2763cf · audit A · 22 stars
Oracle Skill SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/external-runtime-installer/expected/SKILL.md · Verifies direct-copy compatibility.
git:20260712.aef60fc · audit A · 22 stars
Oracle Skill SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/external-runtime-installer/source/SKILL.md · Verifies direct-copy compatibility.
git:20260712.aef60fc · audit A · 22 stars
openclaw_browser SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/openclaw-browser/SKILL.md · Browser helper for OpenClaw workflows.
git:20260501.a2763cf · audit A · 22 stars
pdf-processing SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/pdf-processing/SKILL.md · Extract PDF text, fill forms, and merge files when users ask about PDFs.
v1.0 · audit A · 22 stars
Agent Browser SKILL.md skill
pioneerdotai/pioneer · crates/skills/tests/fixtures/strict-invalid/SKILL.md · Browser automation helper.
git:20260501.a2763cf · audit B · 22 stars
browser SKILL.md skill
pioneerdotai/pioneer · resources/skills/pioneer/browser/SKILL.md · Headless web browsing: navigation, page inspection, interaction, data extraction, screenshots, PDFs, and browser…
v0.1.0 · audit B · 22 stars
memory SKILL.md skill
pioneerdotai/pioneer · resources/skills/pioneer/memory/SKILL.md · Use this skill when Pioneer should proactively use durable memory or recalled context: decide whether memory can…
v0.1.0 · audit A · 22 stars

Every file in pioneerdotai/pioneer

Other files named AGENTS.md

AGENTS.md AGENTS.md file
morluto/rea · AGENTS.md
git:20261015.0e1f0bf · audit A · 352,890 stars
AGENTS.md AGENTS.md file
obra/superpowers · AGENTS.md
git:20260919.5bf4e78 · audit A · 302,424 stars
AGENTS.md AGENTS.md file
affaan-m/ecc · AGENTS.md
git:20261011.412347a · audit A · 284,510 stars
AGENTS.md AGENTS.md file
firecrawl/firecrawl · AGENTS.md
git:20261008.5a75dca · audit A · 193,096 stars
AGENTS.md AGENTS.md file
dietrichgebert/ponytail · AGENTS.md
git:20261008.2a1fe84 · audit A · 170,980 stars
AGENTS.md AGENTS.md file
garrytan/gstack · AGENTS.md
git:20261011.5d64745 · audit A · 136,966 stars
AGENTS.md AGENTS.md file
graphify-labs/graphify · AGENTS.md
git:20260926.98d73fe · audit A · 129,649 stars
AGENTS.md AGENTS.md file
juliusbrussee/caveman · AGENTS.md
git:20260902.d9faebc · audit A · 113,780 stars

Browse by kind, by grade A, or by owner.