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name: component-advisor description: >- Passive detection of EPCI component creation opportunities. Identifies repetitive patterns that could become skills, commands or subagents. Use when: workflow analysis, recurring pattern detection. Not for: active component creation (use /epci:create).

Component Advisor

Overview

Passive skill that detects opportunities for new EPCI component creation based on usage pattern analysis.

Reference Documents:

• Detection Patterns — Scoring criteria and thresholds
• Suggestion Examples — Real-world suggestion templates

Automatic Detection

New Skill Indicators

| Signal | Score | Example | |--------|-------|---------| | Pattern repeated 3+ times | +3 | Same validation in multiple commands | | Technical domain not covered | +2 | New unsupported stack | | Documentation frequently consulted | +2 | Repeated searches on same topic | | Copy-paste of guidelines | +1 | Same conventions applied |

Suggestion threshold: Score ≥ 4

New Command Indicators

| Signal | Score | Example | |--------|-------|---------| | Repeated action sequence | +3 | Same recurring manual workflow | | Frequent skill combination | +2 | Always the same skills together | | Documented but not automated process | +2 | Guide followed manually | | Explicit user request | +3 | "I'd like a command for..." |

Suggestion threshold: Score ≥ 4

New Subagent Indicators

| Signal | Score | Example | |--------|-------|---------| | Repeated specialized validation | +3 | Specific security check | | Recurring manual review | +2 | Same checklist applied | | Narrow domain expertise | +2 | Specialized knowledge required | | Standardized report format | +1 | Same report structure |

Suggestion threshold: Score ≥ 4

Suggestion Format

When a threshold is reached:

💡 **COMPONENT OPPORTUNITY DETECTED**

### Suggested Type: [Skill | Command | Subagent]

**Identified pattern:**
[Description of detected pattern]

**Occurrences:**
- [Occurrence 1]
- [Occurrence 2]
- [Occurrence 3]

**Estimated benefits:**
- [Benefit 1]
- [Benefit 2]

**Proposal:**

/epci:create [type] [suggested-name]

**Confidence score:** [X/10]

---
*Automatic suggestion - Ignore if not relevant*

Monitored Patterns

For Skills

| Pattern | Potential Domain | |---------|------------------| | Repeated searches on a tech | New stack skill | | Manually applied conventions | Conventions skill | | Often cited best practices | Patterns skill | | Frequently used external tools | Integration skill |

For Commands

| Pattern | Potential Command | |---------|-------------------| | Repeated tool sequence | Composite command | | Manual multi-step workflow | Automation command | | Process with breakpoints | Structured command | | Action + validation + report | Workflow command |

For Subagents

| Pattern | Potential Subagent | |---------|-------------------| | Recurring validation | Validator agent | | Specialized analysis | Analyzer agent | | Review with checklist | Reviewer agent | | Formatted generation | Generator agent |

Configuration

Enable/Disable

The component-advisor is passive by default. It observes and suggests without interrupting workflow.

Customizable Thresholds

component_advisor:
  skill_threshold: 4
  command_threshold: 4
  subagent_threshold: 4
  suggestion_frequency: "on_pattern_detected"  # or "end_of_session"

Detection Examples

Example 1: New Skill Detected

💡 COMPONENT OPPORTUNITY: Skill

Pattern: Kubernetes documentation consulted 5 times
         Same deployment structure applied 3 times

Suggestion: /epci:create skill kubernetes-patterns

Benefits:
- Auto-detection of K8s projects
- Standardized patterns
- Reduced search time

Example 2: New Command Detected

💡 COMPONENT OPPORTUNITY: Command

Pattern: Repeated sequence
         1. Lint → 2. Test → 3. Build → 4. Deploy

Suggestion: /epci:create command ci-pipeline

Benefits:
- Process automation
- Consistency across projects
- Time savings

Example 3: New Subagent Detected

💡 COMPONENT OPPORTUNITY: Subagent

Pattern: Accessibility checklist applied 4 times
         Same report format generated

Suggestion: /epci:create agent a11y-auditor

Benefits:
- Automatic audit
- Standardized report
- No missed criteria

Metrics

| Metric | Description | |--------|-------------| | Patterns detected | Number of patterns identified | | Suggestions issued | Number of suggestions proposed | | Suggestions accepted | Components actually created | | Adoption rate | % suggestions → components |

Limitations

• Detection based on current session
• No memory between sessions (unless context provided)
• Suggestions are indicative, not prescriptive
• Requires repeated patterns to detect