cfn-dependency-management
Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.
14 stars
Best use case
cfn-dependency-management is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.
Teams using cfn-dependency-management 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/cfn-dependency-management/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/skills/cfn-dependency-management/SKILL.md"
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/cfn-dependency-management/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How cfn-dependency-management Compares
| Feature / Agent | cfn-dependency-management | 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?
Task dependency extraction and context ingestion. Use when you need to parse task criteria, identify dependencies, generate execution order, or inject context for complex multi-step tasks.
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
# Dependency Management Skill (Mega-Skill)
**Version:** 1.1.0
**Purpose:** Task dependency extraction and context ingestion
**Status:** Production
**Consolidates:** cfn-dependency-extractor, cfn-dependency-ingestion
**Confidence:** 9.5/10 (with orchestration layer)
---
## Overview
This mega-skill provides complete dependency handling:
- **Extractor** - Parse task criteria, identify dependencies, generate execution order
- **Ingestion** - Consume manifests, inject context, coordinate dependencies
- **Orchestration** - Unified interface coordinating extraction and ingestion
---
## Directory Structure
```
dependency-management/
├── SKILL.md
├── execute.sh # Main orchestration script
├── cfn-dependency-management.sh # Skill wrapper entry point
└── lib/
├── extractor/ # From cfn-dependency-extractor
└── ingestion/ # From cfn-dependency-ingestion
```
---
## Usage
### Main Entry Point
```bash
# Basic usage
./cfn-dependency-management.sh --task-description "Implement OAuth2 auth"
# Save to file
./cfn-dependency-management.sh --task-description "Build admin dashboard" --output-file deps.txt
# Mode-specific execution
./cfn-dependency-management.sh --task-description "Add user profiles" --mode mvp
./cfn-dependency-management.sh --task-description "Full system audit" --mode enterprise --verbose
```
### Modes
- **MVP**: Only P0 critical dependencies (fastest)
- **Standard**: P0 and P1 dependencies (balanced)
- **Enterprise**: All dependencies including deprecated (comprehensive)
---
## Pipeline Flow
1. **Extraction** - Analyze task description → produce dependency graph
2. **Mode Configuration** - Apply mode-specific filters (P0, P1, P2)
3. **Ingestion** - Consume dependency graph → inject context for execution
4. **Summary** - Generate execution report with critical path and parallel opportunities
---
## Migration Paths
| Old Path | New Path |
|----------|----------|
| cfn-dependency-extractor/ | dependency-management/lib/extractor/ |
| cfn-dependency-ingestion/ | dependency-management/lib/ingestion/ |
---
## Version History
### 1.1.0 (2025-12-08)
- Added execute.sh orchestration script
- Added cfn-dependency-management.sh wrapper entry point
- Implemented mode-based execution (mvp/standard/enterprise)
- Added comprehensive help and error handling
- Fixed coordination between extraction and ingestion
### 1.0.0 (2025-12-02)
- Consolidated extractor + ingestion into unified dependency pipeline
---
## Pipeline Flow
1. Extractor analyzes task → produces dependency graph
2. Ingestion consumes graph → injects context for execution
---
## Migration Paths
| Old Path | New Path |
|----------|----------|
| cfn-dependency-extractor/ | dependency-management/lib/extractor/ |
| cfn-dependency-ingestion/ | dependency-management/lib/ingestion/ |
---
## Version History
### 1.0.0 (2025-12-02)
- Consolidated extractor + ingestion into unified dependency pipelineRelated Skills
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