Install any skill in seconds. Free to start, no credit card required.
Get Started Free →majiayu000/cfn-agent-lifecycle
Unified agent management from selection through completion - spawning, execution, output processing.
Passed 17 of 20 test cases with the skill, and 3 of 20 without it.
and 22 more in the full report
17 fixed2 passed either way2 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the maximum target duration configured for agent spawning performance?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies the spawn duration target as under 200ms | Missed | Passed |
The instructions your model reads when the skill loads.
Version: 2.0.0 Purpose: Unified agent management from selection through completion Status: Production Consolidates: cfn-agent-selector, cfn-agent-selection-with-fallback, cfn-agent-spawning, cfn-agent-output-processing, cfn-agent-execution
This mega-skill provides complete agent lifecycle management:
agent-lifecycle/
├── SKILL.md # This file
├── lib/
│ ├── selection/ # Agent selection (from cfn-agent-selector + cfn-agent-selection-with-fallback)
│ │ ├── select-agents.sh # Basic agent selection
│ │ ├── select-agents-with-fallback.sh # Enhanced with fallback (recommended)
│ │ ├── task-classifier.sh # Task classification
│ │ ├── agent-mappings.json # Agent category mappings
│ │ ├── src/ # TypeScript implementation
│ │ │ ├── agent-selector.ts
│ │ │ ├── cli.ts
│ │ │ └── agent-selector.test.ts
│ │ └── dist/ # Compiled TypeScript
│ │ ├── agent-selector.cjs
│ │ └── cli.cjs
│ ├── spawning/ # Agent spawning (from cfn-agent-spawning + cfn-agent-execution)
│ │ ├── spawn-agent.sh # Main spawning script
│ │ ├── spawn-worker.sh # Worker spawning
test cases passed, vs 3 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.