coalesce-labs/discover-workflows

Discover Workflows

You are tasked with researching external Claude Code repositories to discover, analyze, and catalog their agents, commands, and workflow patterns.

Purpose

This command helps you learn from the Claude Code community by analyzing workflow repositories and extracting reusable patterns.

Supported Repositories

Default repositories to research:

• catlog22/Claude-Code-Workflow - Multi-agent automation
• automazeio/ccpm - Project management system
• wshobson/commands - Production slash commands
• wshobson/agents - Production subagents
• qdhenry/Claude-Command-Suite - 148+ commands, 54 agents
• VoltAgent/awesome-claude-code-subagents - 100+ subagents
• hesreallyhim/awesome-claude-code - Curated commands/agents
• feiskyer/claude-code-settings - Workflow improvements
• OneRedOak/claude-code-workflows - Code review workflows
• anthropics/claude-code - Official Claude Code repo
• winfunc/opcode - GUI toolkit for agents/commands

Initial Response

When invoked:

I'll research Claude Code workflows from external repositories.

Which repository would you like to explore?
1. wshobson/commands - Production slash commands
2. wshobson/agents - Production subagents
3. qdhenry/Claude-Command-Suite - 148+ commands
4. VoltAgent/awesome-claude-code-subagents - 100+ subagents
5. Custom repository (provide org/repo)

Or type 'all' to catalog all supported repos (this may take a while).

Process

Step 1: Select Repository

Get user selection or use provided parameter.

Step 2: Research Repository (Parallel Sub-Agents)

IMPORTANT: Spawn 3 parallel research tasks for efficiency and context isolation.

Use TodoWrite to track the 3 parallel research tasks.

Task 1 - Workflow Discovery:

Use external-research agent:
"Research {repo-name}. What commands and agents are available? List all workflows with brief descriptions of what each does."

Tools: mcp__deepwiki__read_wiki_structure, mcp__deepwiki__ask_question
Return: Complete list of all workflows found

Task 2 - Frontmatter Analysis:

Use external-research agent:
"Research {repo-name}. What frontmatter format is used for agents and commands? Provide specific examples showing all frontmatter fields used."

Tools: mcp__deepwiki__ask_question
Return: Frontmatter patterns with concrete examples

Task 3 - Implementation Patterns:

Use external-research agent:
"Research {repo-name}. What are the common implementation patterns, structures, and conventions used across workflows? Include naming conventions, file organization, and any templates."

Tools: mcp__deepwiki__ask_question
Return: Patterns, templates, conventions observed

WAIT for all 3 tasks to complete before proceeding.

Why parallel:

• 3x faster than sequential
• Each agent has isolated context
• No context contamination between research areas
• Better token efficiency per agent

Step 3: Aggregate Parallel Results

Combine findings from the 3 parallel research tasks:

• Workflows list from Task 1
• Frontmatter patterns from Task 2
• Implementation patterns from Task 3

Mark all 3 tasks complete in TodoWrite.

Step 4: Analyze and Extract

From the aggregated results, extract:

1. Available Workflows

   • List all agents and commands
   • What each one does
   • When to use them

2. Frontmatter Patterns

   • What fields are used
   • Naming conventions
   • Tool specifications
   • Categories/tags

3. Implementation Patterns

   • Common structures
   • Reusable templates
   • Integration patterns

4. Unique Features

   • Novel approaches
   • Interesting combinations
   • Advanced techniques

Step 5: Create Catalog Entry

Save research to thoughts/shared/workflows/{repo-name}/analysis.md:

# Workflow Analysis: {Repo Name}

**Repository**: {org/repo} **Analyzed**: {date} **Focus**: {agents/commands/both}

## Summary

[1-2 sentence overview of what this repo offers]

## Available Workflows

### Commands

1. **{command-name}**
   - **Purpose**: [what it does]
   - **Use when**: [scenario]
   - **Frontmatter**:
     ```yaml
     [actual frontmatter from repo]
     ```

2. **{command-name}** [...]

### Agents

1. **{agent-name}**
   - **Purpose**: [what it does]
   - **Tools**: [tools it uses]
   - **Frontmatter**:
     ```yaml
     [actual frontmatter from repo]
     ```

## Frontmatter Patterns

### Standard Fields

- name: [how they define it]
- description: [format they use]
- tools: [how specified]
- [other fields observed]

### Naming Conventions

- [pattern 1]
- [pattern 2]

## Implementation Patterns

### Common Structures

[Patterns you notice across workflows]

### Reusable Templates

[Templates that could be adapted]

## Unique Features

[Novel or interesting approaches]

## Integration Notes

[How these could integrate with your workspace]

## Recommendations

### High-Value Imports

1. **{workflow-name}** - [why it's valuable]
2. **{workflow-name}** - [why it's valuable]

### Patterns to Adopt

- [Pattern 1]: [how to use it]
- [Pattern 2]: [how to use it]

## References

- DeepWiki searches: [links]
- Repository: {URL}
- Analyzed on: {date}

Step 6: Update Master Catalog

Update thoughts/shared/workflows/catalog.md:

# Workflow Catalog

Discovered workflows from the Claude Code community.

## Repositories Analyzed

### wshobson/commands

- **Analyzed**: 2025-01-08
- **Workflows**: 15 commands
- **Focus**: Production-ready automation
- **Details**: [See analysis](wshobson-commands/analysis.md)
- **Top Picks**:
  - code-review: Automated code review workflow
  - refactor: Safe refactoring patterns

[... more repos]

## By Category

### Code Review

- wshobson/commands: code-review
- OneRedOak/claude-code-workflows: review-pr

### Documentation

- qdhenry/Claude-Command-Suite: doc-generator
- hesreallyhim/awesome-claude-code: readme-generator

[... more categories]

## By Use Case

### "I want to automate code reviews"

1. wshobson/commands/code-review
2. OneRedOak/claude-code-workflows/review-pr
3. [Details in respective analyses]

### "I need project management workflows"

1. automazeio/ccpm - Full PM system
2. [...]

Step 7: Present Summary

Show user what was found:

# Discovery Results: {Repo Name}

## Summary

Discovered {N} workflows ({X} commands, {Y} agents)

## Highlights

### Top Workflows

1. **{name}** - {brief description}
2. **{name}** - {brief description}
3. **{name}** - {brief description}

### Interesting Patterns

- {Pattern 1}
- {Pattern 2}

### Recommended for Import

- **{workflow-name}**: {why}

## Next Steps

1. **Review the analysis**: `thoughts/shared/workflows/{repo}/analysis.md`
2. **Import a workflow**: `/catalyst-meta:import-workflow {repo} {workflow-name}`
3. **Discover another repo**: `/catalyst-meta:discover-workflows`

Catalog updated at: `thoughts/shared/workflows/catalog.md`

Advanced Usage

Discover All Repos (Maximum Parallelism)

/catalyst-meta:discover-workflows all

This will:

1. Spawn parallel research for ALL supported repos simultaneously
2. Each repo gets 3 sub-agents (structure, frontmatter, patterns)
3. Total: 11 repos × 3 agents = 33 parallel tasks
4. Aggregate all results
5. Create analysis for each repo
6. Update master catalog
7. Present summary comparison

Performance: ~10-15x faster than sequential research

Context efficiency: Each agent loads only its research area

Discover Custom Repo

/catalyst-meta:discover-workflows org/repo

Works with any public GitHub repo with Claude Code workflows.

Focus on Specific Type

/catalyst-meta:discover-workflows wshobson/agents --focus agents

Only analyzes agents, skips commands.

Important Notes

• Read-only: This command only researches, doesn't import
• Catalog persistence: Saved in thoughts/ for future reference
• Reusable: Run anytime to update catalog
• Combinable: Use with /catalyst-meta:import-workflow to actually import

Integration with Other Commands

• Discover → /catalyst-meta:discover-workflows (this command)
• Import → /catalyst-meta:import-workflow (imports discovered workflows)
• Create → /catalyst-meta:create-workflow (creates new using discovered patterns)
• Validate → /catalyst-meta:validate-frontmatter (ensures consistency)

This command is the first step in workflow discovery and reuse!