enhance-skills

enhance-skills

Analyze skill definitions for trigger quality, structure, and discoverability.

Workflow

1. Discover - Find all SKILL.md files
2. Parse - Extract frontmatter and content
3. Check - Run all pattern checks against knowledge below
4. Filter - Apply certainty filtering
5. Report - Generate markdown output
6. Fix - Apply auto-fixes if --fix flag present

---

Skill Knowledge Reference

Frontmatter Fields (Complete Reference)

Field	Required	Description	Validation
name	No	Display name, defaults to directory name	lowercase, max 64 chars
description	Recommended	What skill does and when to use	max 1024 chars, should include trigger
argument-hint	No	Autocomplete hint, e.g., [file-path]	keep under 30 chars
disable-model-invocation	No	true = manual only (for side effects)	boolean, default false
user-invocable	No	false = hidden from / menu (auto-only)	boolean, default true
allowed-tools	No	Tools Claude can use without permission	comma-separated list
model	No	Specific model when skill is active	opus, sonnet, haiku
context	No	fork = run in isolated subagent context	fork or omit
agent	No	Subagent type for execution	Explore, Plan, general-purpose
hooks	No	Skill-scoped lifecycle hooks	PreToolUse, PostToolUse

Directory Structure

skills/my-skill/
├── SKILL.md           # Required - core definition (under 500 lines)
├── reference.md       # Optional - detailed documentation
├── examples.md        # Optional - usage examples
└── scripts/           # Optional - helper scripts
    └── helper.py

Storage Locations:

• Enterprise: Managed settings
• Personal: ~/.claude/skills/<name>/SKILL.md
• Project: .claude/skills/<name>/SKILL.md

Invocation Control Patterns

Manual Only (for skills with side effects):

---
name: deploy
description: Deploy to production
disable-model-invocation: true
---

Background Knowledge (auto-only, hidden from menu):

---
name: legacy-context
description: How the legacy payment system works
user-invocable: false
---

Full Access (default - both auto and manual):

---
name: review
description: Use when user asks to review code. Checks quality and security.
---

Trigger Phrases

Description should include trigger context for auto-discovery:

• "Use when user asks..."
• "Use when..."
• "Invoke when..."

Good: "Use when user asks to 'review code', 'check PR', or 'code review'" Bad: "Reviews code" (no trigger context)

Dynamic Context Injection

Skills can inject dynamic content using backtick syntax:

---
name: pr-summary
description: Summarize PR changes
context: fork
agent: Explore
allowed-tools: Bash(gh:*)
---

## Pull request context
- PR diff: !`gh pr diff`
- PR comments: !`gh pr view --comments`
- Changed files: !`gh pr diff --name-only`

Rules:

• Use ! followed by backtick-wrapped command
• Limit to 3 injections per skill
• Each injection adds to context budget

String Substitutions

Variable	Description
$ARGUMENTS	All arguments passed when invoking
${CLAUDE_SESSION_ID}	Current session ID

Context Budget

• Skill descriptions have ~15,000 character default limit
• Content beyond limit is truncated
• Check with /context command
• Increase via: SLASH_COMMAND_TOOL_CHAR_BUDGET=30000

Subagent Execution

When using context: fork:

---
name: deep-research
description: Research a topic thoroughly
context: fork
agent: Explore
allowed-tools: Read, Grep, Glob
---

Research $ARGUMENTS thoroughly:
1. Find relevant files
2. Analyze the code
3. Summarize findings

Agent Types:

Agent	Purpose	Tool Access
Explore	Read-only codebase exploration	Read, Grep, Glob only
Plan	Planning-focused reasoning	Read, analysis tools
general-purpose	Full capabilities	All tools

Skill-Scoped Hooks

---
name: secure-operations
hooks:
  PreToolUse:
    - matcher: "Bash"
      hooks:
        - type: command
          command: "./scripts/security-check.sh"
---

Tool Restrictions

Use scoped tool patterns for security:

Pattern	Meaning
Bash(git:*)	Only git commands
Bash(npm:*)	Only npm commands
Bash(gh:*)	Only GitHub CLI
Read(src/**)	Only files in src/

---

Detection Patterns

1. Frontmatter Validation (HIGH Certainty)

Required:

• YAML frontmatter with --- delimiters
• name field (lowercase, max 64 chars)
• description field (max 1024 chars)

Recommended:

• version field for tracking
• argument-hint for skills accepting input
• allowed-tools for security
• model when specific model required

Flag:

• Missing frontmatter delimiters
• Invalid field values (uppercase name, description >1024 chars)

2. Trigger Quality (HIGH Certainty)

Check: Description includes trigger phrase Trigger patterns: "Use when", "Invoke when", "Use when user asks"

Flag:

• Description without trigger context
• Vague descriptions like "Useful tool" or "Does stuff"

3. Invocation Control (HIGH Certainty)

Check: Side-effect skills are protected

Flag:

• Skills with deploy/ship/publish in name but disable-model-invocation not set
• Dangerous auto-invocable skills (can accidentally trigger)

4. Tool Restrictions (HIGH Certainty)

Check: Tools are appropriately scoped

Flag:

• Unrestricted Bash (should be Bash(git:*) or similar)
• Read-only skills with Write/Edit
• Research skills with Task tool

5. Content Scope (MEDIUM Certainty)

Guidelines:

• SKILL.md under 500 lines
• Large content in references/ subdirectory
• Max 3 dynamic injections

Flag:

• SKILL.md over 500 lines
• More than 3 !backtick`` injections
• Embedded large examples (move to examples.md)

6. Structure Quality (MEDIUM Certainty)

Recommended Sections:

• Purpose/overview
• Required checks or workflow steps
• Output format
• Examples (if complex)

7. Context Configuration (MEDIUM Certainty)

Check: Context settings are appropriate

Flag:

• context: fork without agent type
• agent type without context: fork
• Mismatch between agent type and allowed-tools

8. Anti-Patterns (LOW Certainty)

• Vague descriptions without specific triggers
• Too many responsibilities (should split into multiple skills)
• Missing argument-hint for skills that clearly need input
• Redundant chain-of-thought instructions (modern models don't need "think step by step")

---

Auto-Fix Implementations

1. Missing frontmatter

---
name: skill-name
description: "Use when..."
version: 4.2.0
---

2. Missing trigger phrase

Add "Use when user asks..." prefix to description

3. Unrestricted Bash

Replace Bash with Bash(git:*) or appropriate scope

---

Output Format

## Skill Analysis: {skill-name}

**File**: {path}

### Summary
- HIGH: {count} issues
- MEDIUM: {count} issues

### Frontmatter Issues ({n})
| Issue | Fix | Certainty |

### Trigger Issues ({n})
| Issue | Fix | Certainty |

### Invocation Issues ({n})
| Issue | Fix | Certainty |

### Tool Issues ({n})
| Issue | Fix | Certainty |

### Scope Issues ({n})
| Issue | Fix | Certainty |

---

Pattern Statistics

Category	Patterns	Auto-Fixable
Frontmatter	5	2
Trigger	2	1
Invocation	3	1
Tool	3	1
Scope	3	0
Structure	2	0
Context	3	0
Anti-Pattern	4	0
Total	25	5

---

### Example: Missing Trigger Phrase

<bad_example>

name: code-review
description: "Reviews code for issues"

Why it's bad: No trigger context for auto-discovery. </bad_example>

<good_example>

name: code-review
description: "Use when user asks to 'review code', 'check this PR'. Reviews code for issues."

Why it's good: Clear trigger phrases enable auto-discovery. </good_example>

Example: Dangerous Auto-Invocation

<bad_example>

name: deploy
description: "Deploys code to production"

Why it's bad: Side-effect skill could be auto-invoked accidentally. </bad_example>

<good_example>

name: deploy
description: "Deploy to production environment"
disable-model-invocation: true

Why it's good: Manual-only prevents accidental deployments. </good_example>

Example: Unrestricted Tools

<bad_example>

name: git-helper
allowed-tools: Bash

Why it's bad: Unrestricted Bash allows any command. </bad_example>

<good_example>

name: git-helper
allowed-tools: Bash(git:*)

Why it's good: Scoped to only git commands. </good_example>

Example: Oversized Skill

<bad_example>

# Complex Analysis
[800 lines of detailed instructions]

Why it's bad: Large skills consume context budget (15K char limit). </bad_example>

<good_example>

# Complex Analysis
Core instructions here (under 500 lines).
For details, see `references/detailed-guide.md`.

Why it's good: Core skill is concise; details in separate files. </good_example>

Example: Context/Agent Mismatch

<bad_example>

name: researcher
context: fork
# Missing agent type

Why it's bad: Fork context without specifying agent type. </bad_example>

<good_example>

name: researcher
context: fork
agent: Explore
allowed-tools: Read, Grep, Glob

Why it's good: Agent type matches allowed tools (Explore = read-only). </good_example>

---

Constraints

• Only apply auto-fixes for HIGH certainty issues
• Consider skill context when evaluating trigger quality
• Never remove content, only suggest improvements
• Validate against embedded knowledge reference above