AGENTS.md@tools/spec-loopB
AGENTS.md@tools/spec-loop from apache/magpie is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add apache/magpie/tools/spec-loop/AGENTS.md@git:20260704.383378bPins git:20260704.383378b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- apache/magpie
- Path
tools/spec-loop/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260704.383378b, committed Jul 4, 2026
- First version recorded
- May 26, 2026
- Size
- 4,161 bytes
- Repository stars
- 138
- License
- Apache-2.0
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
<!-- SPDX-License-Identifier: Apache-2.0
https://www.apache.org/licenses/LICENSE-2.0 -->
# AGENTS — spec-loop operational context
This file is the **operational** context for the spec-loop only:
build/validate commands, the repository map, and the branch rules. It is
loaded by the loop's prompts in addition to the repository-wide
[`/AGENTS.md`](../../AGENTS.md), which still governs everything (commit
trailers, placeholder convention, privacy/security posture). Where the
two overlap, the repo-wide `AGENTS.md` wins.
## Repository map (what the loop edits)
This repo has no `src/` tree. Work lands in one of:
- `.claude/skills/<name>/SKILL.md` — agent-readable skills (Markdown +
YAML frontmatter; required keys `name`, `description`, `license`).
- `tools/<tool>/` — deterministic Python tools (`uv`, hatchling,
`src/` + `tests/`, `dependencies = []` where possible).
- `docs/` — human-facing documentation. `docs/rfcs/` is the **separate**
governance layer — the loop never edits it.
- `tools/spec-loop/specs/` — the specs this loop consumes.
## Validation commands (the build "backpressure" step)
Run the spec's own **Validation** block first. General checks:
```bash
…Read the whole file at its exact version.
How to install
mdr add apache/magpie/tools/spec-loop/AGENTS.md@sha256:b0350917b41113b4The line at the top of this page pins the label git:20260704.383378b, 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.
[](https://markdownregistry.com/a/art_weynz4csmusfcypw)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 26, 2026 and Jul 4, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260704.383378b latest | 2026-07-04 | 383378b | 4,161 B | B | view · diff |
| git:20260703.0fca2ee | 2026-07-03 | 0fca2ee | 3,998 B | B | view · diff |
| git:20260703.62c3965 | 2026-07-03 | 62c3965 | 3,873 B | B | view · diff |
| git:20260528.b62a159 | 2026-05-28 | b62a159 | 3,812 B | B | view · diff |
| git:20260526.5c6bd32 | 2026-05-26 | 5c6bd32 | 3,794 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Size between 200 bytes and 200 KB (4161 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
Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
apache/magpie · 138 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_weynz4csmusfcypw GET https://markdownregistry.com/api/v1/resolve?ref=apache/magpie/tools/spec-loop/AGENTS.md GET https://markdownregistry.com/api/v1/blob/b0350917b41113b43d5a19c6ffa355b998f74d15f119a22128db16b116065497
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.