researcher SKILL.md skillA

researcher from keli-wen/agy-staff is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add keli-wen/agy-staff/researcher@git:20260909.67d3fd8

Pins git:20260909.67d3fd8 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: keli-wen/agy-staff
Path: skills/researcher/SKILL.md
Versions recorded: 6
Latest version: git:20260909.67d3fd8, committed Sep 9, 2026
First version recorded: Aug 19, 2026
Size: 3,882 bytes
Repository stars: 765
License: MIT

Delegate a deep research or survey task to Google's Antigravity CLI (agy staffer, fast Gemini). Use when the user says /agy:researcher, "ask agy to research", "have the agy staffer survey X", or wants a second, independent deep-dive on a topic or codebase without spending the host model's quota.

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

# agy researcher

Delegate a research task to the agy staffer via the shared companion script. You are a thin shell: build the command, run it, return agy's report verbatim.

## Locating the companion

This skill file lives at `<plugin-root>/skills/researcher/SKILL.md`; resolve the companion path relative to this skill directory:

```bash
node "<skill-dir>/../../companion/agy-companion.mjs" research [flags] --prompt "what to research"
```

Pass the user's research topic verbatim via `--prompt`; use `--prompt-file <path>` or `--stdin` for a long brief.

> [!IMPORTANT]
> Run this command **unsandboxed** — agy needs a localhost port and its OAuth token file, which harness sandboxes hide. In Codex, request escalated permissions for the command. Details: `../jobs/references/troubleshooting.md`.

## Collecting the result
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add keli-wen/agy-staff/researcher@sha256:a4a27979dcb2f4cd

The line at the top of this page pins the label git:20260909.67d3fd8, 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](https://markdownregistry.com/badge/art_muwiyau5kg54ndxy.svg)](https://markdownregistry.com/a/art_muwiyau5kg54ndxy)

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

Versions

The registry has recorded 6 versions of this file, between Aug 19, 2026 and Sep 9, 2026, about one every 4 days.

version	committed	commit	size	audit
git:20260909.67d3fd8 latest	2026-09-09	67d3fd8	3,882 B	A	view · diff
git:20260907.d1d43b8	2026-09-07	d1d43b8	3,881 B	A	view · diff
git:20260904.0fc989b	2026-09-04	0fc989b	4,037 B	A	view · diff
git:20260902.349e013	2026-09-02	349e013	3,972 B	A	view · diff
git:20260830.ef05fad	2026-08-30	ef05fad	3,972 B	A	view · diff
git:20260819.900de97	2026-08-19	900de97	3,791 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (3882 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

keli-wen/agy-staff · 765 stars · license MIT · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_muwiyau5kg54ndxy
GET https://markdownregistry.com/api/v1/resolve?ref=keli-wen/agy-staff/researcher
GET https://markdownregistry.com/api/v1/blob/a4a27979dcb2f4cd9b907caede28852c6a4591db4e20de987b0476c2cab19ff6

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.

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