agy-adversarial-review SKILL.md skillA
agy-adversarial-review from aarontzeng/dev-lead is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aarontzeng/dev-lead/agy-adversarial-review@git:20261018.d5ba9d5Pins git:20261018.d5ba9d5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aarontzeng/dev-lead
- Path
skills/agy-adversarial-review/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261018.d5ba9d5, committed Oct 18, 2026
- First version recorded
- Sep 24, 2026
- Size
- 18,176 bytes
- Repository stars
- 3
- License
- MIT
Run an adversarial (red-team) review through the Antigravity CLI (`agy`, Gemini family). Use when the user asks for an adversarial review from Gemini/Antigravity, wants a second model family's opinion, or when another family's quota is tight and a different reviewer is needed. Pick a reviewer whose blind spots differ from the author's.
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
# Adversarial review via `agy` (Antigravity CLI) `agy` is an independent path to a different model family — the reason to use it is **model diversity**, not convenience. A reviewer that shares the author's training shares the author's blind spots, so the value of this skill comes entirely from the reviewer being something other than the model that wrote the code. Pairing rule across the suite: **the reviewer must come from a different model family than whatever implemented the change.** When quota is tight, spend the scarce model on review rather than implementation — review leverage is higher. ## Before the first run of a session Read **[`references/agy-runtime.md`](references/agy-runtime.md)** (same directory). It holds the family-level mechanics shared with `agy-implement` — the permission allow-list this CLI needs before it can run `git` at all, the `--add-dir` workspace trap, the silent-death mode, the auth diagnosis, and the model catalogue. Every item in it was paid for with an incident; this file assumes you know them and covers only what makes a run a *review*. The one-line version of the three that bite hardest: the allow-list is …
Read the whole file at its exact version.
How to install
mdr add aarontzeng/dev-lead/agy-adversarial-review@sha256:55a009f81a72e02dThe line at the top of this page pins the label git:20261018.d5ba9d5, 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_ely2gexrhchvz2vd)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Sep 24, 2026 and Oct 18, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261018.d5ba9d5 latest | 2026-10-18 | d5ba9d5 | 18,176 B | A | view · diff |
| git:20260930.9533005 | 2026-09-30 | 9533005 | 19,332 B | A | view · diff |
| git:20260925.e471e34 | 2026-09-25 | e471e34 | 19,188 B | A | view · diff |
| git:20260924.b25abe4 | 2026-09-24 | b25abe4 | 19,016 B | A | view · diff |
| git:20260924.024fb3f | 2026-09-24 | 024fb3f | 18,967 B | A | view · diff |
| git:20260924.3e439c6 | 2026-09-24 | 3e439c6 | 18,373 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18176 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
aarontzeng/dev-lead · 3 stars · license MIT · pushed 2026-10-19 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ely2gexrhchvz2vd GET https://markdownregistry.com/api/v1/resolve?ref=aarontzeng/dev-lead/agy-adversarial-review GET https://markdownregistry.com/api/v1/blob/55a009f81a72e02ddf3a65562ecf9ba56727c843be982f3f95159cfa0f955cc9
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.