AI Agent Skill HUB

Specialist Injection Skill

## Purpose

14 stars
bymasharratt
View on GitHubInstallation ↓

Best use case

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

## Purpose

Teams using Specialist Injection 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/specialist/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/skills/cfn-task-intelligence/lib/specialist/SKILL.md"

Manual Installation

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

How Specialist Injection Skill Compares

Feature / AgentSpecialist Injection SkillStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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

# Specialist Injection Skill

## Purpose
Dynamically add specialist agents to existing Loop 3 team based on recurring feedback themes.

## Injection Strategies
- Preserve existing team composition
- Add specialists without removing current agents
- Match specialist to specific feedback themes

## Specialist Types
- Security Specialist
- Performance Engineer
- Testing Expert
- Architecture Consultant
- Domain-Specific Experts

## Usage
```bash
./recommend-specialist.sh \
  --current-loop3 "backend-dev,coder" \
  --feedback-themes "security,authentication,jwt" \
  --recurring-count 3
```

## Decision Criteria
1. Recurring feedback theme
2. Keyword matching
3. Iteration context
4. Existing team composition

## Output Components
- Specialist to add
- Reasoning for injection
- Updated agent list
- Context modification recommendations

## Best Practices
- Non-destructive team modification
- Transparent decision process
- Actionable recommendations

Related Skills

We are still matching the closest adjacent skills for this page. In the meantime, continue through the full directory.