enhance

enhance

Master enhancement orchestrator for plugins, agents, prompts, docs, hooks, and skills.

Overview

The enhance plugin provides specialized analyzers for different content types, identifying issues and suggesting improvements based on prompt engineering best practices.

Architecture

/enhance
  -> /enhance:agent       - Agent-specific analysis (frontmatter, tool restrictions)
  -> /enhance:prompt      - General prompt patterns (clarity, structure, examples)
  -> /enhance:docs        - Documentation analysis (RAG optimization, readability)
  -> /enhance:plugin      - Plugin structure (MCP tools, security patterns)
  -> /enhance:claudemd    - Project memory optimization (CLAUDE.md/AGENTS.md)
  -> /enhance:hooks       - Hook definitions (frontmatter, safety)
  -> /enhance:skills      - SKILL.md structure and triggers
  -> /enhance:cross-file  - Cross-file consistency (tools, agents, rules)

Analysis depth: Certainty-based findings (HIGH, MEDIUM, LOW) Auto-fix: Available for HIGH certainty issues with --fix flag Model selection: Opus for quality-critical analyzers, Sonnet for pattern-based checks

Commands

/enhance

Run all applicable enhancers on current directory.

/enhance                    # Auto-detect and run all relevant analyzers
/enhance --fix              # Apply HIGH certainty auto-fixes
/enhance --verbose          # Include LOW certainty issues

/enhance:agent [target]

Analyze agent prompt files for configuration and structure issues.

/enhance:agent                     # All agents in directory
/enhance:agent my-agent.md         # Specific agent
/enhance:agent --fix               # Apply auto-fixes

Detects: Missing frontmatter, unrestricted Bash, missing role section, tool configuration issues

/enhance:prompt [target]

Analyze prompts for prompt engineering best practices.

/enhance:prompt                    # All prompts in directory
/enhance:prompt system-prompt.md   # Specific prompt
/enhance:prompt --fix              # Apply auto-fixes

Detects: Vague instructions, missing examples, aggressive emphasis, structural issues, invalid code blocks (JSON/JS syntax, language mismatches, heading hierarchy)

/enhance:docs [target]

Analyze documentation for readability and RAG optimization.

/enhance:docs                      # All docs in directory
/enhance:docs --ai                 # AI-only mode (aggressive optimization)
/enhance:docs agent-docs/ --ai     # Specific directory

Detects: Verbose phrases, poor chunking, broken links, token inefficiency

/enhance:plugin [target]

Analyze plugin structure and MCP tool definitions.

/enhance:plugin                    # All plugins
/enhance:plugin my-plugin          # Specific plugin
/enhance:plugin --fix              # Apply auto-fixes

Detects: Missing schema fields, security patterns, version mismatches

/enhance:claudemd

Analyze project memory files (CLAUDE.md, AGENTS.md).

/enhance:claudemd                  # Find and analyze project memory
/enhance:claudemd --fix            # Apply auto-fixes

Detects: Missing sections, broken references, README duplication, cross-platform issues

/enhance:hooks

Analyze hook definitions for frontmatter quality.

/enhance:hooks                     # All hook definitions
/enhance:hooks pre-commit.md        # Specific hook

Detects: Missing frontmatter, missing name/description

/enhance:skills

Analyze SKILL.md files for required metadata and trigger clarity.

/enhance:skills                     # All SKILL.md files
/enhance:skills enhance-docs         # Specific skill

Detects: Missing frontmatter, missing name/description, missing trigger phrase

/enhance:cross-file

Analyze cross-file semantic consistency across agents, skills, and commands.

/enhance:cross-file                 # Check cross-file consistency

Detects: Tools vs frontmatter mismatches, broken agent references, orphaned agents, skill tool mismatches, duplicate rules, contradictions

Agents

Agent	Purpose	Model
agent-enhancer	Frontmatter, tool restrictions, agent structure	opus
prompt-enhancer	Clarity, examples, structure, anti-patterns	opus
docs-enhancer	RAG optimization, readability, token efficiency	opus
plugin-enhancer	MCP schemas, security patterns, structure	sonnet
claudemd-enhancer	Project memory validation, cross-platform	opus
hooks-enhancer	Hook frontmatter, structure, safety	opus
skills-enhancer	SKILL.md structure, trigger phrases	opus
cross-file-enhancer	Cross-file semantic consistency (tools, agents, rules)	sonnet

Certainty Levels

Level	Meaning	Auto-Fixable
HIGH	Definite issues	Some
MEDIUM	Likely improvements	No
LOW	Advisory suggestions	No