AGENTS.mdA

AGENTS.md from atomchung/long-run-hybrid-coach is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add atomchung/long-run-hybrid-coach/AGENTS.md@git:20261104.25da4ee

Pins git:20261104.25da4ee in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
atomchung/long-run-hybrid-coach
Path
AGENTS.md
Versions recorded
8
Latest version
git:20261104.25da4ee, committed Nov 4, 2026
First version recorded
Sep 14, 2026
Size
33,111 bytes
Repository stars
5
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

# Long Run Hybrid Coach repository rules

This is a Codex-native product. The **product** must not call an LLM API or require an
OpenAI API key -- not `garmin_coach_loop/`, not the CLI, not the gateway, not `evals/`,
not `tests/`. The model doing the coaching is the client's, and it stays the client's.

One exception exists, and it is a separate deployable rather than a loophole: the public
demo under `entrypoints/demo/`, which serves one synthetic athlete to anonymous visitors
and needs a model of its own because there is no client on the other end of it. It runs as
its own Railway service with its own secret, no provider credentials and no volume; it
reuses this package's contracts and projectors instead of reimplementing them; and nothing
in `garmin_coach_loop/` may import it or acquire its dependency. It is not an entry to
anybody's plan -- no store, no owner and no write path is reachable from it -- so invariant
10 below does not bind it, and what it must never become is a second way to coach a real
athlete. `tests/test_demo_boundary.py` holds every clause of this paragraph that a test
can hold.

## Dependencies
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add atomchung/long-run-hybrid-coach/AGENTS.md@sha256:a9ba80c14cd67b7b

The line at the top of this page pins the label git:20261104.25da4ee, 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_4r5bez3luf3ci4dl.svg)](https://markdownregistry.com/a/art_4r5bez3luf3ci4dl)

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

Versions

The registry has recorded 8 versions of this file, between Sep 14, 2026 and Nov 4, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261104.25da4ee latest2026-11-04 25da4ee 33,111 BA view · diff
git:20261028.83423102026-10-28 8342310 32,560 BA view · diff
git:20261006.5afce412026-10-06 5afce41 32,096 BA view · diff
git:20260918.c584a3f2026-09-18 c584a3f 22,504 BA view · diff
git:20260917.2fb463b2026-09-17 2fb463b 22,133 BA view · diff
git:20260917.13425122026-09-17 1342512 20,502 BA view · diff
git:20260917.b2b84932026-09-17 b2b8493 18,386 BA view · diff
git:20260914.d47c3d02026-09-14 d47c3d0 17,412 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 (33111 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

atomchung/long-run-hybrid-coach · 5 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4r5bez3luf3ci4dl
GET https://markdownregistry.com/api/v1/resolve?ref=atomchung/long-run-hybrid-coach/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/a9ba80c14cd67b7ba505b1ab27be5dab8f98bf556f155eb424e9e1047159848e

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.

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