using-gc SKILL.md skillA

using-gc from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boshu2/agentops/using-gc@git:20260730.efcf487

Pins git:20260730.efcf487 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
packs/agentops-executor/skills/using-gc/SKILL.md
Versions recorded
5
Latest version
git:20260730.efcf487, committed Jul 30, 2026
First version recorded
Jul 29, 2026
Size
10,440 bytes
Repository stars
450
License
Apache-2.0

Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC runtime state out of AgentOps verdicts. Triggers: "using gc", "gas city", "drive the mayor", "dispatch through gc".

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

# Using GC

Use Gas City only when the caller explicitly selects it. Treat it as a
replaceable execution adapter, not a correctness or completion boundary.

## Choose the factory first

AgentOps supports both Gas City and the
[Agentic Coding Flywheel](https://agent-flywheel.com) as external
software-factory runtimes. Use this skill only for Gas City. If the caller
selects the Flywheel, use its native workflow instead of wrapping it in Gas
City.

AgentOps supplies skills and evidence contracts to either factory. It does not
need its own Gas City formula or role pack. Install or link AgentOps skills into
the provider runtime before starting workers; the upstream Mayor, coordinator,
and workers can then discover and select `plan`, `implement`, `test`,
`validate`, and other AgentOps skills normally.

## Gas City 1.4 operating model

Gas City 1.4 is run-centered. The supervisor serves the dashboard and typed,
paginated session/run APIs. Every graph-owning city or rig scope needs its own
`core.control-dispatcher`; that deterministic worker advances formula control
beads. Agent workers claim routed work. The upstream `gc.mayor` skill is the
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/using-gc@sha256:0b3242f2f2483dc3

The line at the top of this page pins the label git:20260730.efcf487, 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_sxur3ofvhheusikw.svg)](https://markdownregistry.com/a/art_sxur3ofvhheusikw)

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

Versions

The registry has recorded 5 versions of this file, between Jul 29, 2026 and Jul 30, 2026, more than one a day.

versioncommittedcommitsizeaudit
git:20260730.efcf487 latest2026-07-30 efcf487 10,440 BA view · diff
git:20260730.1f846842026-07-30 1f84684 10,331 BA view · diff
git:20260730.9dd6e7d2026-07-30 9dd6e7d 7,484 BA view · diff
git:20260729.a6359792026-07-29 a635979 6,711 BA view · diff
git:20260729.25db3282026-07-29 25db328 6,662 BA 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 (10440 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

boshu2/agentops · 450 stars · license Apache-2.0 · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sxur3ofvhheusikw
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/using-gc
GET https://markdownregistry.com/api/v1/blob/0b3242f2f2483dc3aa96558b79e6cf5f2c598a255b238d91c69658fff7a3d492

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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Every file in boshu2/agentops

Other files named using-gc

using-gc SKILL.md skill
boshu2/agentops · plugin/skills/using-gc/SKILL.md · Operate Gas City through its own doors: Mayor, doctor and native run state. Use when: Gas City is selected or a gc run…
git:20261026.1b5f59a · audit B · 450 stars
using-gc SKILL.md skill
boshu2/agentops · skills/using-gc/SKILL.md · Operate Gas City through its own doors: Mayor, doctor and native run state. Use when: Gas City is selected or a gc run…
git:20261026.1b5f59a · audit B · 450 stars

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