Execute complex tasks through sequential sub-agent orchestration, passing results forward at each step with model-routed agents and per-step verification.
0
AI 85
orchestrate
krzemienski3/20/2026
Break complex tasks into discrete subtasks and coordinate specialized agents with parallel dispatch and progress tracking.
0
AI 85
memorize
krzemienski3/20/2026
Curates insights from reflections into CLAUDE.md as durable, actionable guidance. Triggers on "memorize", "save learning", "remember this pattern".
0
AI 82
cc-index
krzemienski3/20/2026
[FUTURE] Build/refresh semantic code index with Zoekt via code-index-mcp
0
AI 50
create-meta-prompt
krzemienski3/20/2026
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running mult...
0
task-automation
krzemienski12/31/2025
Orchestrates Shannon's complete workflow: prime → spec → wave.
Automates session preparation, specification analysis, and wave execution
in one command. Interactive by default with validation gates, -...
1
AI 95
mutation-testing
krzemienski12/31/2025
Verify test quality by injecting mutations into code and measuring catch rate. Calculate mutation score (0.00-1.00) showing test effectiveness. Auto-generate missing tests to improve coverage. Integra...
1
AI 90
intelligent-do
krzemienski12/31/2025
Context-aware task execution with Serena MCP backend. First time: Explores project, saves to Serena,
runs spec if complex, executes waves. Returning: Loads from Serena (<1s), detects changes, executes...
1
AI 82
finishing-a-development-branch
krzemienski12/31/2025
Use at development completion - guides branch integration with Shannon 3-tier validation (0.00-1.00 readiness score), MCP merge pattern analysis, and Serena risk assessment
