using-gangsta SKILL.md skillA

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

Install it, pinned
mdr add kucherenko/gangsta/using-gangsta@git:20261026.3f1e853

Pins git:20261026.3f1e853 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kucherenko/gangsta
Path
skills/using-gangsta/SKILL.md
Versions recorded
6
Latest version
git:20261026.3f1e853, committed Oct 26, 2026
First version recorded
Apr 13, 2026
Size
11,171 bytes
Repository stars
86
License
MIT

Use when starting any conversation — establishes how to find and use Gangsta skills, enforces the 1% invocation rule, maps platform tools, and routes the Don's intent through the Gangsta Agents Family hierarchy.

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 Gangsta

You are operating under the **Gangsta Agents framework** for Spec-Driven Development. The user IS the Don — the supreme authority of the Gangsta Agents Family.

<SUBAGENT-STOP>
If you were dispatched as a subagent to execute a specific task, skip this skill entirely.
</SUBAGENT-STOP>

When a gangsta skill applies to your task, invoke it before responding. Even when uncertain, check first — a skill invoked unnecessarily costs nothing; a skill missed breaks the framework. Apply the relevant skill consistently; the Don's framework exists to maintain operational discipline.

## Instruction Priority

The Don's word is law. When instructions conflict, follow this hierarchy:

1. **The Don's explicit instructions** (CLAUDE.md, GEMINI.md, AGENTS.md, direct requests) — highest priority
2. **Gangsta skills** — guide and extend behavior within the task context
3. **Default system prompt** — lowest priority

If the Don says "skip TDD" and a skill says "always use TDD," you follow the Don. The Don is in control.

## How to Access Skills
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kucherenko/gangsta/using-gangsta@sha256:f98d1ae6154eaa70

The line at the top of this page pins the label git:20261026.3f1e853, 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_qhoeqoctbn3c5226.svg)](https://markdownregistry.com/a/art_qhoeqoctbn3c5226)

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

Versions

The registry has recorded 6 versions of this file, between Apr 13, 2026 and Oct 26, 2026, about one every 39 days.

versioncommittedcommitsizeaudit
git:20261026.3f1e853 latest2026-10-26 3f1e853 11,171 BA view · diff
git:20260712.dd0012f2026-07-12 dd0012f 10,889 BA view · diff
git:20260511.f4140152026-05-11 f414015 11,338 BA view · diff
git:20260428.eb694a52026-04-28 eb694a5 11,435 BA view · diff
git:20260419.30f5b922026-04-19 30f5b92 10,592 BA view · diff
git:20260413.7bb54562026-04-13 7bb5456 10,523 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 (11171 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

kucherenko/gangsta · 86 stars · license MIT · pushed 2026-10-27 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_qhoeqoctbn3c5226
GET https://markdownregistry.com/api/v1/resolve?ref=kucherenko/gangsta/using-gangsta
GET https://markdownregistry.com/api/v1/blob/f98d1ae6154eaa70a04455b1a2494145f33721e459becdaf8da620fc642eb780

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.

More from kucherenko/gangsta

AGENTS.md AGENTS.md file
kucherenko/gangsta · AGENTS.md
git:20260712.dd0012f · audit A · 86 stars
AGENTS.md@rules AGENTS.md file
kucherenko/gangsta · rules/AGENTS.md
git:20261026.3f1e853 · audit A · 86 stars
audit-review SKILL.md skill
kucherenko/gangsta · skills/audit-review/SKILL.md · Use when completing tasks, implementing major features, or before merging — dispatches the-inspector to audit the books…
git:20260419.30f5b92 · audit A · 86 stars
drill-tdd SKILL.md skill
kucherenko/gangsta · skills/drill-tdd/SKILL.md · Use when implementing any feature or bugfix — enforces the Red-Green-Refactor drill with no production code allowed…
git:20260413.b31988e · audit A · 86 stars
exit-strategy SKILL.md skill
kucherenko/gangsta · skills/exit-strategy/SKILL.md · Use when implementation is complete and all tests pass — guides the clean exit from a development branch with…
git:20260413.7bb5456 · audit A · 86 stars
interrogation-debugging SKILL.md skill
kucherenko/gangsta · skills/interrogation-debugging/SKILL.md · Use when encountering any bug, test failure, or unexpected behavior — finds the rat in the code through systematic…
git:20260419.30f5b92 · audit A · 86 stars
laundering SKILL.md skill
kucherenko/gangsta · skills/laundering/SKILL.md · Use when all territories report completion after the hit — handles integration, verification, consigliere final review…
git:20260712.2833e29 · audit A · 86 stars
omerta SKILL.md skill
kucherenko/gangsta · skills/omerta/SKILL.md · Use when enforcing governance guardrails during any gangsta operation — referenced as cross-cutting concern by all…
git:20260712.dd0012f · audit A · 86 stars
receiving-orders SKILL.md skill
kucherenko/gangsta · skills/receiving-orders/SKILL.md · Use when receiving code review feedback — processes orders with technical rigor, not blind obedience or performative…
git:20260511.f414015 · audit A · 86 stars
reconnaissance SKILL.md skill
kucherenko/gangsta · skills/reconnaissance/SKILL.md · Use when beginning a new heist — deploys associates to survey the target codebase, existing tests, dependencies…
git:20260712.68ccb61 · audit A · 86 stars
resource-development SKILL.md skill
kucherenko/gangsta · skills/resource-development/SKILL.md · Use when the contract is signed and work packages need to be created — decomposes the contract into bite-sized tasks…
git:20260712.dd0012f · audit A · 86 stars
safehouse-worktrees SKILL.md skill
kucherenko/gangsta · skills/safehouse-worktrees/SKILL.md · Use when starting feature work that needs isolation from the current workspace — sets up a secure safehouse with git…
git:20260511.f414015 · audit A · 86 stars

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