AGENTS.mdA

AGENTS.md from apmantza/pi-lens is an AGENTS.md file: the standing instructions coding agents read in that repo.

Install it, pinned
mdr add apmantza/pi-lens/AGENTS.md@git:20261021.940a590

Pins git:20261021.940a590 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
AGENTS.md file
Repository
apmantza/pi-lens
Path
AGENTS.md
Versions recorded
30
Latest version
git:20261021.940a590, committed Oct 21, 2026
First version recorded
Oct 2, 2026
Size
127,732 bytes
Repository stars
480
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

# pi-lens — agent context

## How to use this file

Read order: the engineering principles (every harness here carries a verbatim
copy in its global instructions; vendored at
[`docs/engineering-principles.md`](docs/engineering-principles.md), never
hand-edited), then this file, then the role contract for the task. This file
holds only what is specific to pi-lens and wins on conflict. Dated incidents and
closed decisions live in `HISTORY.md`.

The principles, one line each, linked to their section of the vendored file.
The vendored file wins on any difference from this digest.

- Premise first: reproduce the defect through the production call path before
  the fix ([§1 Building](docs/engineering-principles.md#1-building)).
- Climb the minimalism ladder: reuse an existing seam before adding a line
  ([§1 Building](docs/engineering-principles.md#1-building)).
- Net-count rule: a new shared helper deletes a same-shape sibling in the same
  change ([§1 Building](docs/engineering-principles.md#1-building)).
- Sweep the pattern, not the instance, and record the consolidation verdict
  ([§1 Building](docs/engineering-principles.md#1-building)).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add apmantza/pi-lens/AGENTS.md@sha256:9ab4d48211367487

The line at the top of this page pins the label git:20261021.940a590, 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_3ws7hl46n3ooblrk.svg)](https://markdownregistry.com/a/art_3ws7hl46n3ooblrk)

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

Versions

The registry has recorded 30 versions of this file, between Oct 2, 2026 and Oct 21, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20261021.940a590 latest2026-10-21 940a590 127,732 BA view · diff
git:20261021.222c1192026-10-21 222c119 127,603 BA view · diff
git:20261021.dc269c12026-10-21 dc269c1 127,319 BA view · diff
git:20261020.59c3f1f2026-10-20 59c3f1f 126,181 BA view · diff
git:20261020.695fc262026-10-20 695fc26 125,995 BA view · diff
git:20261017.bc9a39f2026-10-17 bc9a39f 109,228 BA view · diff
git:20261017.5fb13082026-10-17 5fb1308 108,403 BA view · diff
git:20261017.3198b942026-10-17 3198b94 105,580 BA view · diff
git:20261017.b6210a92026-10-17 b6210a9 105,285 BA view · diff
git:20261017.1e8586e2026-10-17 1e8586e 105,237 BA view · diff
git:20261014.f90ffae2026-10-14 f90ffae 91,776 BA view · diff
git:20261014.df9336a2026-10-14 df9336a 91,555 BA view · diff
git:20261014.8d029512026-10-14 8d02951 90,785 BA view · diff
git:20261014.78624ec2026-10-14 78624ec 90,392 BA view · diff
git:20261014.39e253d2026-10-14 39e253d 90,275 BA view · diff
git:20261010.6cb0e422026-10-10 6cb0e42 85,871 BA view · diff
git:20261010.deabdda2026-10-10 deabdda 85,517 BA view · diff
git:20261010.7bd9de32026-10-10 7bd9de3 85,327 BA view · diff
git:20261010.20724102026-10-10 2072410 84,940 BA view · diff
git:20261010.86326f32026-10-10 86326f3 84,544 BA view · diff
git:20261009.74fc7f12026-10-09 74fc7f1 82,278 BA view · diff
git:20261009.2f906352026-10-09 2f90635 81,901 BA view · diff
git:20261009.d676e512026-10-09 d676e51 80,684 BA view · diff
git:20261009.7f7c8cd2026-10-09 7f7c8cd 81,443 BA view · diff
git:20261009.f7c607e2026-10-09 f7c607e 80,590 BA view · diff
git:20261005.ca0b9682026-10-05 ca0b968 60,361 BA view · diff
git:20261005.aaae5112026-10-05 aaae511 59,413 BA view · diff
git:20261002.dc88a752026-10-02 dc88a75 59,834 BA view · diff
git:20261002.e4a3abc2026-10-02 e4a3abc 59,765 BA view · diff
git:20261002.966cc542026-10-02 966cc54 58,886 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 (127732 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

apmantza/pi-lens · 480 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_3ws7hl46n3ooblrk
GET https://markdownregistry.com/api/v1/resolve?ref=apmantza/pi-lens/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/9ab4d48211367487c4d81991061b22ab4e0d526cdecceda35e54065ed61f1f30

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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