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Resource Development

Community
kucherenko
resource-development

Use when the contract is signed and work packages need to be created — decomposes the contract into bite-sized tasks, sets up git isolation, allocates territories and token budgets, producing the execution plan

Overview

Publisherkucherenko
Repositorygangsta
Skill nameresource-development
Stars
86
Forks
10
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by kucherenko on GitHub. Read the source before you install it.

Installation

Install the Resource Development AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/kucherenko/gangsta/tree/master/skills/resource-development
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/kucherenko/gangsta.git /tmp/gangsta
mkdir -p .claude/skills
cp -r /tmp/gangsta/skills/resource-development .claude/skills/resource-development
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Resource Development in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Resource Development on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Resource Development is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Resource Development: Infrastructure and Tooling

Overview

The Underboss decomposes the signed Contract into Work Packages, sets up infrastructure for parallel execution, and produces the Execution Plan — the detailed task breakdown that governs The Hit.

Trigger

Invoked after the Don signs the Contract (The Sit-Down complete).

Process

Step 1: Decompose Contract into Work Packages

For each requirement in the Contract:

  1. Identify affected files (create/modify)
  2. Determine territory ownership (which Crew Lead)
  3. Define acceptance criteria (from Contract)
  4. Write verification command
  5. Estimate token budget

Each Work Package must be:

  • Independent — Can be implemented without waiting for other Work Packages (within the same territory, order may matter)
  • Verifiable — Has a specific test or command that proves it works
  • Bite-sized — 2-5 minutes of Worker tasks
  • Traceable — References a specific Contract clause

Step 2: Define Territories

Group Work Packages by domain and define Crew Lead territories:

markdown
## Territory: <Name>
**Domain:** <Description>
**Files:** <Glob patterns>
**Work Packages:** WP-001, WP-003, WP-007
**Workers:** <Parallel count>
**Budget:** <Token allocation>

Step 3: Set Up Isolation

If the project uses git:

  • Create a branch for the Heist: heist/<heist-name>
  • Optionally create worktrees per territory for true parallel work

If not:

  • Document the isolation strategy (directory copies, etc.)

Step 4: Verify Prerequisites

Before The Hit begins:

  • All existing tests pass on the current baseline
  • Required dependencies are available
  • File paths in Work Packages are valid
  • No merge conflicts with the base branch

Step 5: Produce Execution Plan

Compile everything into the Execution Plan.

Execution Plan Format

Save to: docs/gangsta/<heist-name>/plans/YYYY-MM-DD-execution-plan.md

markdown
---
heist: <heist-name>
date: YYYY-MM-DD
total-work-packages: <N>
territories: <N>
estimated-total-budget: <tokens>
---

# Execution Plan: <Heist Name>

## Territories

### Territory: <Name 1>
**Crew Lead Domain:** <description>
**Files:** <globs>
**Workers:** <N parallel>
**Budget:** <tokens>

### Territory: <Name 2>
...

## Work Packages

**Prevention Guidance (all Work Packages):** Do NOT reproduce Gangsta-internal spec identifiers (FR-xxx, NFR-xxx, WP-xxx, where xxx is one or more digits) in any deliverable — source code, test files, code comments, or documentation. These identifiers belong only in `docs/gangsta/`.

### WP-001: <Title>
**Territory:** <Name>
**Contract Clause:** <FR-NNN>
**Files:**
- Create: `path/to/file`
- Test: `tests/path/to/test`
**Acceptance Criteria:**
1. <criterion>
**Verification:** `<command>`
**Budget:** <tokens>
**Dependencies:** None | WP-XXX

### WP-002: <Title>
...

## Execution Order
1. Independent packages (can run in parallel): WP-001, WP-002, WP-005
2. Depends on group 1: WP-003 (needs WP-001)
3. ...

## Baseline Verification
- Tests: <PASS/FAIL — must be PASS>
- Dependencies: <OK/MISSING>
- Branch: heist/<heist-name> created from <base>

Step 6: Don Approves Execution Plan

Present to the Don:

"Execution Plan ready. Work Packages across territories. Estimated budget: . Ready to execute The Hit?"

Checkpoint

yaml
---
heist: <heist-name>
phase: resource-development
status: completed
timestamp: <ISO 8601>
next-action: Proceed to The Hit
artifacts:
  - docs/gangsta/<heist-name>/plans/YYYY-MM-DD-execution-plan.md
---

Omerta Compliance

  • Spec is Law: Every Work Package traces to a Contract clause
  • Rule of Budget: Token budgets allocated per territory
  • Rule of Availability: Execution Plan and checkpoint saved

Frequently asked questions

What does the Resource Development AI skill do?

Use when the contract is signed and work packages need to be created — decomposes the contract into bite-sized tasks, sets up git isolation, allocates territories and token budgets, producing the execution plan

Why use Resource Development on TypingMind?

Because you install it once and use it with any model. Resource Development is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Resource Development in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/kucherenko/gangsta/tree/master/skills/resource-development. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Resource Development?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Resource Development?

As many as you like. As long as a model supports skills, you can use Resource Development with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Resource Development AI skill free?

Yes. It is published on GitHub by kucherenko under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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