Scope Simplifier Skill

## Purpose

14 stars

Best use case

Scope Simplifier Skill is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

## Purpose

Teams using Scope Simplifier Skill should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/scope/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/skills/cfn-planning/lib/scope/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/scope/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How Scope Simplifier Skill Compares

Feature / Agent	Scope Simplifier Skill	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

## Purpose

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Scope Simplifier Skill

## Purpose
Reduce and focus project scope when agents are consistently stuck or unable to make progress.

## Simplification Strategies
1. Identify critical deliverables
2. Defer non-essential components
3. Create minimal, achievable goals
4. Provide focused context injection

## Scope Reduction Algorithm
- Analyze unfinished deliverables
- Select 1-2 most critical items
- Generate focused, achievable context
- Defer remaining deliverables to future iterations

## Usage
```bash
./simplify-scope.sh \
  --original-deliverables "file1.ts,file2.ts,file3.ts" \
  --files-created "none" \
  --iteration 3
```

## Output Components
- Simplified scope flag
- Focus deliverables
- Deferred deliverables
- Contextual guidance
- Reasoning for simplification

## Principles
- Minimize cognitive load
- Provide clear, achievable goals
- Maintain project momentum
- Prevent complete task blockage

Related Skills

supabase-schema-sync

from masharratt/claude-flow-novice

Introspects Supabase DB after migrations and updates project db-query skill with current schema. Run after any migration to keep agent context accurate.

commit

from masharratt/claude-flow-novice

Stage, commit, and push changes using a background github-commit-agent. Accepts optional args for message override or push control.

cfn-vote-implement

from masharratt/claude-flow-novice

MUST BE USED after cfn-dry-review or cfn-alpha-launch:manifest produces a manifest. Also the verification phase of /cfn-loop-task. Do not manually implement code review suggestions - always route through this skill. 3-agent specialized voting. Unanimous (3/3) auto-implemented with TDD. 2/3 routed to product-owner agent. 1/3 surfaced to user via AskUserQuestion (batched 4 per call, at end).

cfn-utilities

from masharratt/claude-flow-novice

Reusable bash utility functions for CFN Loop - logging, error handling, retry, file operations. Use when you need structured logging, atomic file operations, retry logic with exponential backoff, or standardized error handling in bash scripts.