Skills Browser

/browse - ONE_SHOT Skill Discovery

Find the right skill, fast. Fuzzy search through 43 skills by name, category, or trigger phrase.

When To Use

User says:

• /browse [keyword] - Fuzzy search skills
• /browse --category - List by category
• /browse --stats - Show skill categories
• "what skills do I have"
• "find skill for [task]"
• "skill for [keyword]"

How It Works

Parse the command:

• /browse testing → Search for "testing" in skill names, descriptions, triggers
• /browse --category → Show all skills grouped by category
• /browse --stats → Show skill counts by category
• /browse --list → Compact list of all skills

Search in:

• Skill name
• Description text
• Trigger phrases
• Category classification

Skill Categories

Core (5 skills) - Use 90% of the time

Research (4 skills) - Token-free discovery

Context Management (5 skills) - Always available

Autonomous (3 skills) - Headless execution

Development (7 skills)

Operations (6 skills)

Data & APIs (4 skills)

Documentation (1 skill)

Secrets (2 skills)

Interview Control (3 skills)

Specialized (3 skills)

Fuzzy Search Examples

/browse test        # → test-runner, parallel-validator
/browse deploy      # → push-to-cloud, ci-cd-setup
/browse secret      # → secrets-vault-manager, secrets-sync
/browse docker      # → docker-composer
/browse research    # → freesearch, deep-research, dispatch
/browse memory      # → beads, create-handoff, resume-handoff
/browse parallel    # → parallel-validator, batch-processor
/browse optimize    # → performance-optimizer, refactorer
/browse remote      # → remote-exec, push-to-cloud
/browse docs        # → documentation-generator

Output Format

Search Results

🔍 Found 3 skills matching "test":

1. test-runner
   Triggers: "run tests", "coverage", "pytest"
   Purpose: Run tests, analyze results, improve coverage
   Category: Development

2. parallel-validator
   Triggers: "validate", "check everything"
   Purpose: Run tests/lint/security in parallel
   Category: Development

3. debugger
   Triggers: "bug", "broken", "fix"
   Purpose: Systematic debugging
   Category: Core

Category View

📁 ONE_SHOT Skills by Category (43 total)

Core (5):     front-door, create-plan, implement-plan, debugger, code-reviewer
Research (4): freesearch, dispatch, deep-research, search-fallback
Context (5):  beads, create-handoff, resume-handoff, failure-recovery, thinking-modes
...

Stats View

📊 Skill Statistics

Total Skills:    43
Core:            5  (most used)
Development:     7
Operations:      6
Research:        4 (token-free available)
Data & APIs:     4
Context:         5
Autonomous:      3

Implementation Notes

Skill data source: Read from ~/.claude/skills/*/SKILL.md or use INDEX.md

Fuzzy matching: Use simple substring matching (case-insensitive)

Categories: Parse from SKILL.md frontmatter metadata or infer from INDEX.md

Usage stats: (Future) Track skill invocations via beads or log files

Quick Wins from Research

Based on competitor analysis (Cline, SkillsMP, Cursor):

• Visual skill discovery is the #1 requested feature
• 43 skills is overwhelming without search
• Cline has /browse → ONE_SHOT needs it too

Keywords

browse, skills, find skill, skill search, list skills, skill discovery, fuzzy search