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sc-implement

@Tony363/SuperClaude
10
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Feature implementation with intelligent persona activation, task orchestration, and MCP integration. Use when implementing features, APIs, components, services, or coordinating multi-agent development. Triggers on requests for code implementation, feature development, or complex task orchestration.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name sc-implement
description Feature implementation with intelligent persona activation, task orchestration, and MCP integration. Use when implementing features, APIs, components, services, or coordinating multi-agent development. Triggers on requests for code implementation, feature development, or complex task orchestration.

Implementation Skill

Comprehensive feature implementation with coordinated expertise and systematic development.

Quick Start

# Basic implementation
/sc:implement [feature-description] --type component|api|service|feature

# With framework
/sc:implement dashboard widget --framework react|vue|express

# Complex orchestration
/sc:implement [task] --orchestrate --strategy systematic|agile|enterprise

Behavioral Flow

  1. Analyze - Examine requirements, detect technology context
  2. Plan - Choose approach, activate relevant personas
  3. Generate - Create implementation with framework best practices
  4. Validate - Apply security and quality validation
  5. Integrate - Update docs, provide testing recommendations

Flags

Flag Type Default Description
--type string feature component, api, service, feature
--framework string auto react, vue, express, etc.
--safe bool false Enable safety constraints
--with-tests bool false Generate tests alongside code
--fast-codex bool false Streamlined path, skip multi-persona
--orchestrate bool false Enable hierarchical task breakdown
--strategy string systematic systematic, agile, enterprise, parallel, adaptive
--delegate bool false Enable intelligent delegation

Personas Activated

  • architect - System design, architectural decisions
  • frontend - UI/component implementation
  • backend - API/service implementation
  • security - Security validation, auth concerns
  • qa-specialist - Testing, quality assurance
  • devops - Infrastructure, deployment
  • project-manager - Task coordination (with --orchestrate)

MCP Integration

  • PAL MCP - Consensus for architectural/security decisions
  • Rube MCP - External automation (ticketing, CI hooks)

Guardrails

  • Start in analysis mode; produce scoped plan before touching files
  • Only mark complete when referencing concrete repo changes (filenames + diff hunks)
  • Return plan + next actions if tooling unavailable
  • Prefer minimal viable change; skip speculative scaffolding
  • Escalate to security persona before modifying auth/secrets/permissions

Evidence Requirements

This skill requires evidence. You MUST:

  • Show actual file diffs or code changes
  • Reference test results or lint output
  • Never claim code exists without proof

Examples

React Component

/sc:implement user profile component --type component --framework react

API with Tests

/sc:implement user auth API --type api --safe --with-tests

Complex Orchestration

/sc:implement "enterprise auth system" --orchestrate --strategy systematic --delegate

Loop Mode & Learning

When using --loop, this skill integrates with the skill persistence layer for cross-session learning:

How Learning Works

  1. Feedback Recording - Each iteration's quality scores and improvements are persisted
  2. Skill Extraction - Successful patterns are extracted when quality threshold is met
  3. Skill Retrieval - Relevant learned skills are injected into subsequent tasks
  4. Effectiveness Tracking - Applied skills are tracked for success rate

Loop Flags

Flag Type Default Description
--loop int 3 Enable iterative improvement (max 5)
--learn bool true Enable learning from this session
--auto-promote bool false Auto-promote high-quality skills

Example with Learning

# Iterative implementation with learning
/sc:implement auth flow --loop 3 --learn

# View learned skills
python scripts/skill_learn.py '{"command": "stats"}'

# Retrieve relevant skills
python scripts/skill_learn.py '{"command": "retrieve", "task": "auth"}'

Learned Skills Location

Promoted skills are stored in:

.claude/skills/learned/
├── SKILL.md                    # Index
├── learned-backend-auth/       # Example promoted skill
│   ├── SKILL.md
│   └── metadata.json

Resources