slash-command-finder

Slash Command Finder

Identify repetitive user prompts suitable for slash command automation.

Purpose

Analyze user prompts to detect:

• Frequently repeated phrases
• Common command patterns
• Workflow triggers
• Automation opportunities

Known Patterns

Detect these pre-configured patterns:

Pattern	Regex	Suggested Command
ultrathink	\bultrathink\b	/ultrathink
deep research	\bdeep\s*research\b	/deep-research
run build	\b(run|execute)\s+(the\s+)?build\b	/build
run tests	\b(run|execute)\s+(the\s+)?(tests?|test\s*suite)\b	/test
commit	\b(commit|create\s+a?\s*commit)\b.*changes?	/commit
plan mode	\b(enter\s+)?plan\s*mode\b	/plan
brainstorm	\bbrainstorm\b	/brainstorm
review	\breview\s+(the\s+)?(code|changes|pr)\b	/review
explain	\bexplain\s+(this|the|how)\b	/explain
fix	\bfix\s+(this|the|all)\s*(error|bug|issue)s?\b	/fix
refactor	\brefactor\b	/refactor

Analysis Method

1. Pattern Matching

import re
from collections import Counter

pattern_counts = Counter()
for prompt in prompts:
    for name, regex in KNOWN_PATTERNS.items():
        if re.search(regex, prompt, re.IGNORECASE):
            pattern_counts[name] += 1

2. N-Gram Analysis

# Find frequent 2-5 word phrases
for n in range(2, 6):
    for i in range(len(words) - n + 1):
        ngram = " ".join(words[i:i+n])
        if len(ngram) > 10:
            ngram_counts[ngram] += 1

3. Action Verb Detection

action_verbs = {"create", "add", "remove", "delete", "update",
                "run", "execute", "check", "fix", "generate"}

for prompt in prompts:
    first_verb = extract_first_verb(prompt)
    if first_verb in action_verbs:
        verb_phrases[first_verb + " " + next_words] += 1

Output Format

{
  "candidates": [
    {
      "command_name": "/ultrathink",
      "trigger_phrases": ["ultrathink and", "ultrathink about"],
      "frequency": 87,
      "priority": "high",
      "category": "workflow",
      "suggested_implementation": "Enable extended thinking mode",
      "example_uses": ["ultrathink and create a plan...", ...]
    }
  ]
}